Productivity MCP Servers

The Notion MCP Server is the official integration from Notion that connects AI assistants directly to your Notion workspace via the Notion REST API. With 3,500+ GitHub stars, it is the canonical MCP tool for bringing Notion's knowledge management capabilities into Claude Desktop, Cursor, Windsurf, and any MCP-compatible client. The server exposes a rich set of tools: search your entire workspace by keyword and return matching pages and databases; retrieve full page content and block trees; create new pages inside any parent page or workspace section; update, append, or delete block content on existing pages; list all databases your integration has access to; query database entries with filter and sort parameters; retrieve individual blocks or nested children by block ID; and add comments to pages. Authentication uses a Notion integration token — create an internal integration at notion.so/my-integrations, share specific pages or databases with it, and set NOTION_API_KEY in your environment. Install with a single npx command. The Notion MCP Server is especially powerful for AI workflows that span documentation retrieval, project planning, and knowledge capture — Claude can read product specs from Notion, draft new pages from conversation output, log structured data into databases, and search across thousands of notes without any manual copy-paste.

The Linear MCP server connects your AI assistant directly to Linear's project management platform via an officially hosted remote endpoint at mcp.linear.app — no local installation required. This is Linear's own first-party server, authenticated with OAuth 2.1 and centrally managed so you always run the latest version without updates. Available tools let you search issues by keyword, team, cycle, or filter; create new issues with title, description, and assignee; update status, priority, labels, and comments; and navigate Linear's project and cycle structure. In Claude Code, add it with: `claude mcp add --transport http linear-server https://mcp.linear.app/mcp`, then run /mcp to complete the OAuth flow. For older clients, use the mcp-remote bridge for backwards compatibility. Claude Desktop and Claude.ai users can connect via Settings > Connectors. Cursor and Codex have native support via their MCP config. Linear is used by thousands of engineering and product teams to plan, track, and ship software — the Linear MCP server brings that data into every AI-powered workflow without copy-paste or context-switching.

The Jira MCP server is Atlassian's official Remote MCP Server, giving AI assistants like Claude and Cursor direct, enterprise-grade access to Jira Software project management through natural-language interactions. Powered by Atlassian's Teamwork Graph and hosted on Cloudflare infrastructure, it requires no local process to run — authentication is handled via OAuth 2.1, making it the most secure way to connect AI to Jira in corporate environments. With this MCP server, product managers, engineers, and team leads can ask their AI to create and update Jira issues, transition ticket statuses through workflow stages, search with JQL (Jira Query Language), summarize sprint progress, view open epics and their child issues, retrieve assignee workloads, and bulk-triage backlogs. AI assistants can connect sprints to related Confluence documentation through Atlassian's graph layer, giving richer context for planning and retros. Enterprise customers including AT&T, NVIDIA, and Pfizer use Atlassian's MCP integration in production. Connect from Claude Desktop via Settings > Connectors, or add it to Claude Code with: `claude mcp add --transport http atlassian https://mcp.atlassian.com/v1/mcp`. Cursor and Windsurf users add the remote URL to their MCP config file. No install command needed — it's a fully hosted remote MCP server.

Connect 100+ tools with zero setup. Auth built-in. Made for agents.

The Gmail MCP Server is the official Google Workspace Model Context Protocol integration, giving AI assistants like Claude, Cursor, and Windsurf direct access to your Gmail account. Built and maintained by the Google Workspace team, the server exposes Gmail as callable MCP tools: search the inbox with Gmail query syntax (from:, subject:, has:attachment, after:), read full email threads including message bodies and metadata, send new messages or reply-to threads, create draft emails for review, manage labels (apply, remove, list), and mark messages read or unread. This makes the Gmail MCP server essential for productivity workflows like "summarize today's unread emails from my team," "find every invoice email from Stripe last quarter," "draft a reply to this thread and label it Follow-Up," or "list all emails with attachments from this client." Authentication requires a Google Cloud project with the Gmail API enabled and OAuth 2.0 credentials configured — download credentials.json from the Google Cloud Console and follow the server's auth setup to generate an access token. Works with Claude Desktop, Cursor, VS Code, and Windsurf. With 1,200+ GitHub stars, it is the most popular official Google productivity integration in the MCP ecosystem.

Google Sheets MCP Server (mcp-google-sheets by xing5, 900+ GitHub stars) is a Python-based bridge between MCP clients like Claude Desktop and the Google Sheets and Drive APIs, offering 19 tools covering the full spreadsheet workflow — creating and listing spreadsheets, reading and writing cell ranges, batch-updating multiple ranges at once, managing individual sheets within a workbook, applying cell formatting, and sharing files via Drive permissions. Authentication supports both Service Accounts (the recommended path for automated or headless agent workflows, configured with SERVICE_ACCOUNT_PATH and DRIVE_FOLDER_ID) and standard OAuth 2.0 for interactive per-user setups. The server runs via uvx with zero manual installation — uvx mcp-google-sheets@latest downloads and launches the latest version on demand, and using the @latest tag is recommended so bug fixes and new tools arrive automatically rather than running a stale cached build. Tool filtering via --include-tools or the ENABLED_TOOLS environment variable lets you expose only the operations a given agent needs, trimming context usage from the full ~13K-token toolset. This is the go-to integration for turning "pull last week's numbers into a new tab and format it as a table" or "update row 42 in the budget sheet" into a single conversational request instead of manual spreadsheet editing, and pairs naturally with Google Drive MCP for agents that need to locate a spreadsheet before editing it.

Manage Google Calendar events and schedules via MCP. Create, update, and delete events, check availability, manage calendars, and set reminders via AI.

Time and timezone conversion capabilities for AI assistants.

Create crafted UI components inspired by the best 21st.dev design engineers.

The HubSpot MCP Server is HubSpot's official Model Context Protocol integration, giving AI assistants direct read and write access to your CRM data — contacts, companies, deals, tickets, and pipelines — without leaving your conversation. Built and maintained by HubSpot, the server connects to the HubSpot APIs using your private app access token and exposes tools that let Claude search contacts by email or name, retrieve company records, create and update deal stages, log notes on CRM objects, list pipeline stages, and query ticket queues. This eliminates the round-trip of switching tabs to look up a contact or manually log an interaction. Setup requires a HubSpot account with a Private App — create one at app.hubspot.com/private-apps, grant the scopes your workflow needs (contacts read/write, crm.objects.deals, crm.objects.tickets), and copy the generated access token into your environment as HUBSPOT_ACCESS_TOKEN. Once connected, Claude can power CRM workflows like: "Find all contacts at Acme Corp and list their recent activity," "Create a new deal in the Prospecting stage for $15,000," or "Log a meeting note on this contact." The server supports Claude Desktop, Cursor, Windsurf, Cline, and any MCP-compatible client. It is especially valuable for sales, RevOps, and support teams who want AI-assisted CRM work without manual data entry or tab-switching.

The Google Drive MCP Server is Anthropic's official Model Context Protocol integration for Google Drive, enabling AI assistants to search, read, and interact with files stored in your Drive workspace. Part of the original modelcontextprotocol/servers collection, this integration exposes Google Drive's file system as callable MCP tools: search files by name or content across your entire Drive, read the contents of Google Docs and Google Sheets as plain text, list files in specific folders, retrieve file metadata including owner, last modified date, and sharing settings, and export native Google Workspace documents to accessible formats. Real-world use cases include asking Claude to "find my Q2 budget spreadsheet and summarize it," "search all my Drive for documents about the product roadmap," or "read the meeting notes from last week's team sync." Authentication requires Google OAuth 2.0 credentials — create a project in Google Cloud Console, enable the Drive API, download the credentials.json file, and complete the one-time authorization flow on first run. Install via npm using: `npx @modelcontextprotocol/server-gdrive`. Compatible with Claude Desktop, Cursor, VS Code, Windsurf, and Cline. Ideal for knowledge workers who want AI-assisted document retrieval and content summarization without manually navigating Google Drive.

dbx-mcp-server (amgadabdelhafez/dbx-mcp-server) is a community-built MCP server that gives AI assistants full read/write access to a Dropbox account through Dropbox's public API. Tools cover core file operations (list, upload, download, copy, move, and safe-delete with recycle-bin support so nothing is destroyed permanently), folder creation, metadata lookups, and content search across an account, letting a client answer "find my Q3 budget spreadsheet" or "move all screenshots from this month into an Archive folder" without a human digging through folders manually. Authentication uses OAuth 2.0 with PKCE: register a Scoped-Access app in the Dropbox App Console, grant the specific permission scopes needed (files.metadata.read, files.content.read/write, sharing.write, account_info.read), and supply `DROPBOX_APP_KEY`, `DROPBOX_APP_SECRET`, `DROPBOX_REDIRECT_URI`, and a `TOKEN_ENCRYPTION_KEY` for secure local token storage with automatic refresh. Install by cloning the repo, running `npm install && npm run build`, then `npm run setup` to complete the OAuth flow. Note this is not affiliated with or endorsed by Dropbox — Dropbox itself ships a separate, narrower official MCP server (dropbox/mcp-server-dash) scoped specifically to Dropbox Dash search and AI-assistant integration rather than general file management.

Microsoft MCP (elyxlz/microsoft-mcp) is a community-built MCP server that wraps the Microsoft Graph API to give AI assistants access to OneDrive files alongside Outlook mail, Calendar, and Contacts in a single unified integration — useful since most OneDrive usage happens inside the same Microsoft 365 account as email and scheduling. The file toolset covers list_files (paginated OneDrive browsing), get_file (download content), create_file (upload), update_file, delete_file, search_files, and a cross-surface unified_search tool that searches emails, events, and files together in one call, letting a client answer "find the contract I emailed myself last week" without knowing whether it lives in Mail or OneDrive. The server supports multiple simultaneous Microsoft accounts (personal, work, school) via list_accounts/authenticate_account/complete_authentication tools using device-code OAuth. Setup requires a free Azure App Registration (Microsoft Entra ID → App registrations, public client flow enabled) with delegated Files.ReadWrite, Mail.ReadWrite, Calendars.ReadWrite, Contacts.Read, and People.Read permissions, then an MICROSOFT_MCP_CLIENT_ID environment variable. Install via `uvx --from git+https://github.com/elyxlz/microsoft-mcp.git microsoft-mcp`, or `claude mcp add microsoft-mcp -e MICROSOFT_MCP_CLIENT_ID=your-app-id -- uvx --from git+https://github.com/elyxlz/microsoft-mcp.git microsoft-mcp` for one-line Claude Code setup. Not an official Microsoft release.

The Airtable MCP Server connects your AI assistant directly to Airtable bases, letting you read records, create entries, update fields, and query structured data using natural language — no manual spreadsheet navigation required. The leading community implementation is domdomegg/airtable-mcp-server, which exposes the full Airtable REST API as MCP tools: list all bases and tables in your workspace, fetch records from any view with optional filter formulas, create or update individual records with typed field values, and delete records by ID. Authentication uses your Airtable personal access token (or API key for legacy accounts), scoped to whichever bases you grant access. Once connected, ask Claude to "show me all leads added this week in my CRM base" or "create a new product entry in my inventory table" and the server handles the API calls. Common use cases include AI-assisted CRM workflows (pull contact records, log meeting notes back into Airtable), inventory management, content calendars, and project tracking where Airtable acts as a lightweight database. Works with Claude Desktop, Cursor, VS Code (Copilot Chat), Windsurf, and any MCP-compatible client. Install via: `npx -y airtable-mcp-server` with `AIRTABLE_TOKEN=your_token` set in your environment.

The Asana MCP Server brings Asana project management into your AI assistant, enabling task creation, project search, and work tracking through natural-language conversation. The top community implementation is roychri/mcp-server-asana, which wraps the Asana REST API as a full-featured MCP server. Available tools include: list workspaces and teams, create tasks with assignee, due date, and custom fields, update task status or move tasks between projects, add comments and subtasks, search for tasks across all projects by name or tag, and list project sections and milestones. Authentication uses a personal access token from Asana's developer console — set it as `ASANA_ACCESS_TOKEN` in your environment. Asana also maintains an official MCP integration for enterprise customers connecting via Asana Intelligence. Common workflows: ask Claude to "create a task for the design review in the Q3 marketing project, due Friday, assigned to me"; pull all overdue tasks across your workspace; or generate a sprint summary by listing open tasks per assignee in a given project. Works with Claude Desktop, Cursor, VS Code Copilot, Windsurf, Cline, and any MCP client. Install: `npx -y @roychri/mcp-server-asana`.

The Atlassian Remote MCP Server brings Confluence and Jira into any MCP-compatible AI assistant, IDE, or agent platform through a centrally hosted, enterprise-grade connection backed by Atlassian's Teamwork Graph. Launched in May 2025 with Anthropic as the first official partner and hosted on Cloudflare infrastructure, authentication is handled via OAuth 2.1 — no local server process to deploy or maintain. For Confluence specifically, available operations include summarizing pages and spaces, creating new pages from AI-generated content, searching across your wiki with natural language, and performing multi-step knowledge retrieval across Confluence spaces. Jira operations include creating, updating, and triaging work items, summarizing sprint state, and linking knowledge to in-flight issues. Atlassian's Teamwork Graph underpins every response — connecting people, services, knowledge, and work items into a unified context for richer AI answers. Enterprise customers at AT&T, NVIDIA, Pfizer, Booking.com, and Visa use the integration in production. Connect from Claude Desktop via Settings > Connectors, or from Claude Code with: `claude mcp add --transport http atlassian https://mcp.atlassian.com/v1/mcp`. Cursor and Windsurf users can add the remote URL directly to their MCP config.

The Todoist MCP Server is Doist's own first-party integration (doist/todoist-mcp) that lets Claude, Cursor, and other MCP clients read and modify a Todoist account on the user's behalf using natural language. It exposes tools for the full task lifecycle — add tasks, find tasks by date or filter query, update, complete, and reopen tasks, and manage projects, sections, labels, and comments — so an assistant can act on requests like "add 'file taxes' to my Finance project due next Friday" or "what's overdue across all my projects?" without leaving the chat. The recommended setup is the hosted, streamable-HTTP server at https://ai.todoist.net/mcp, which runs OAuth in the browser the first time a Todoist tool executes, so there are no API keys to manage. For Claude Code the fastest path is the official plugin: `/plugin marketplace add doist/todoist-mcp` then `/plugin install todoist@doist`; you can also wire it up manually with `claude mcp add --transport http todoist https://ai.todoist.net/mcp`, or point Cursor and VS Code at the same URL via mcp-remote. The underlying tools are additionally published as an npm package (`@doist/todoist-mcp`) that can be imported directly into a custom AI SDK agent for embedding Todoist actions in your own conversational interface. Being maintained by Doist, the maker of Todoist, this is the canonical, officially supported server rather than a community reimplementation.

Connect to the Cal.com API to schedule and manage bookings and appointments.

Calendly MCP Server connects an AI assistant to Calendly's scheduling platform — Calendly itself doesn't publish an official MCP server, so the top community implementation is meAmitPatil/calendly-mcp-server, runnable instantly via `npx calendly-mcp-server`. It covers the core Calendly API surface (fetch the current authenticated user, list and retrieve scheduled events, manage invitees, cancel events, list organization memberships) plus the newer Scheduling API, which lets the assistant book meetings programmatically without redirecting the user to a Calendly link: discovering available event types, checking real-time availability for any event type, and completing an end-to-end booking with calendar sync and notifications across Zoom, Google Meet, Teams, physical locations, or custom locations. Authentication supports either a Personal Access Token generated from the Calendly Integrations page (simplest, for single-user/internal use) or full OAuth 2.0 with client ID/secret for multi-user public applications. Setting optional user-context environment variables improves performance by supplying sensible defaults instead of requiring a lookup call on every request. For teams that want an AI assistant to check availability and schedule meetings conversationally instead of copy-pasting Calendly links, this server closes that gap despite the lack of an official vendor-maintained option.

The Obsidian MCP server connects AI assistants to your local Obsidian vault through the Obsidian Local REST API community plugin, enabling read, write, and search operations on your personal knowledge base. With 4,000+ GitHub stars, mcp-obsidian by MarkusPfundstein is the most widely adopted Obsidian MCP integration available. The server exposes seven tools: list_files_in_vault (enumerate all vault files and directories), list_files_in_dir (browse a specific folder), get_file_contents (read any note by path), search (full-text search across all vault notes), patch_content (insert text relative to a heading, block reference, or frontmatter field), append_content (add text to a new or existing note), and delete_file (remove a note or folder). Install via a single uvx command; set OBSIDIAN_API_KEY, OBSIDIAN_HOST, and OBSIDIAN_PORT environment variables (default port 27124). You must first install and enable the Obsidian Local REST API community plugin inside your vault settings — it exposes the HTTP endpoint this server bridges. Works with Claude Desktop, Cursor, Windsurf, Cline, and any MCP-compatible client. Ideal for summarizing meeting notes, searching research across hundreds of Markdown files, drafting new pages from AI output, or building second-brain workflows where Claude reads and writes your full knowledge base.

The Roam Research MCP Server is the official, first-party Model Context Protocol server for Roam Research, published by the Roam Research team itself and covering the full read/write surface of your Roam graph. It connects to Roam's local HTTP API, which runs inside the Roam desktop app (not the web version) — if Roam isn't open when a tool is called, the server automatically launches it via deep link and retries. Setup runs through an interactive `connect` flow (`npx @roam-research/roam-mcp connect`) that walks you through selecting a graph, choosing an access level (full, read-append, or read-only), and approving a local API token inside Roam's Settings > Graph > Local API Tokens screen; a non-interactive flag-based mode is also available for scripted or agent-driven setup. Multiple graphs can be connected simultaneously, each addressable by a short nickname. The tool surface spans six areas: graph management (list_graphs, setup_new_graph), graph guidelines (get_graph_guidelines reads a special `[[roam/agent guidelines]]` page for user-defined AI instructions), content mutation (create/update/delete for pages and blocks, append_to_daily_note, move_block, add_comment/get_comments), read/search (search, roam_query for `{{query:}}` blocks, datalog_query for raw Datomic queries, get_page, get_block, get_backlinks), navigation (get_open_windows, get_selection, open_main_window, open_sidebar), and file handling (file_get/file_upload/file_delete, including encrypted-graph decryption). The README flags this as alpha software and explicitly warns that write operations are difficult or impossible to fully undo since Roam lacks bulk-operation undo history — back up your graph before granting full write access. A companion CLI (`@roam-research/roam-cli`) is available for terminal-driven graph interaction outside an MCP client. Works with Claude Desktop, Claude Code, Cursor, and any MCP-compatible client. Ideal for daily-note capture, backlink-driven knowledge retrieval, and agent-assisted graph restructuring for second-brain / networked-note workflows.

Zapier MCP is Zapier's official hosted Model Context Protocol server, giving AI assistants natural-language access to the 9,000+ apps in the Zapier ecosystem — Gmail, Slack, HubSpot, Salesforce, Google Sheets, Airtable, and thousands more — without writing custom API integrations for each one. Instead of installing a local binary, you create a server at mcp.zapier.com, pick the tools (Zapier calls them "actions") you want exposed, and connect over Streamable HTTP (SSE is not supported). Setup guides are published for Claude (Web, Desktop, and Code — requires an org owner), ChatGPT (Developer Mode, manual tool refresh required), Cursor, VS Code (via GitHub Copilot Agent mode), Windsurf, and Microsoft Copilot Studio, plus a generic path for any MCP client built with the Python or TypeScript SDK. Authentication is OAuth-based per client; disconnecting a client is a one-click delete of the server in the mcp.zapier.com dashboard, which immediately revokes access. Tool bundles let you group related actions (e.g. "CRM updates" or "team notifications") so the AI only sees relevant tools per context, and usage is billed against your existing Zapier plan's task quota. The official client plugin — which onboards you with guided setup inside Claude Code, Cursor, and GitHub Copilot CLI — lives in the zapier/zapier-mcp repo and ships through the Claude Code, Cursor, and Kiro plugin marketplaces. Typical use: ask Claude to "add this lead to HubSpot and notify #sales on Slack" and Zapier MCP routes both actions through your existing Zap connections.

Turn your Make scenarios into callable tools for AI assistants.

The n8n MCP Server exposes your n8n workflow automation platform as a set of MCP tools, letting AI assistants trigger workflows, pass data to automations, and retrieve execution results — all through natural conversation. n8n is a self-hostable (and cloud-hosted) workflow automation tool with 500+ built-in integrations spanning CRMs, databases, email, Slack, GitHub, and more. The official n8n-mcp server (n8n-io/n8n-mcp) runs alongside your n8n instance and authenticates via your n8n API key. Available operations include: list all workflows in your instance, execute a specific workflow by name with custom input data, retrieve execution history and logs, and create or update workflow definitions. A typical use case: Claude triggers an n8n workflow that sends a Slack notification, creates a Jira ticket, and logs the event to a Google Sheet — all in a single natural-language request. n8n also supports acting as an MCP host itself, so you can configure AI tools within n8n workflow nodes. For cloud users, n8n's remote MCP endpoint is available at your n8n.cloud instance. Install locally with: `npx n8n-mcp` and set `N8N_API_URL` and `N8N_API_KEY` in your environment. Works with Claude Desktop, Cursor, VS Code, and all MCP-compatible clients.

No official Retool MCP server currently exists, but starigade/retool-mcp-server is a focused community implementation that gives Claude and other MCP clients read access to a Retool workspace via the Retool REST API. Once configured with a `RETOOL_API_TOKEN`, it exposes tools to list every app the token can see (`retool_list_apps`, with optional search filtering), pull the full structure, queries, and components of a specific app (`retool_get_app`), extract the underlying SQL or REST/GraphQL queries embedded in an app for review (`retool_get_queries`), enumerate the database and API resources connected to the workspace (`retool_list_resources` / `retool_get_resource`), browse the folder hierarchy (`retool_list_folders`), and export a full app configuration for deep, offline analysis (`retool_export_app`). That combination is aimed squarely at low-code audits and migrations: a developer can ask Claude to summarize what a given internal tool does, trace which database a query hits, or flag apps that share a risky resource connection, all without opening the Retool editor. It supports both Retool Cloud and self-hosted instances — self-hosted deployments add a `RETOOL_BASE_URL` environment variable alongside the API token. Install by cloning the repository, running `npm install && npm run build`, then pointing an MCP client at the built `dist/index.js` entry point with `node`.

The Salesforce DX MCP Server (npm package `@salesforce/mcp`) is Salesforce's official Model Context Protocol integration, built and maintained by the Salesforce CLI (salesforcecli) team to let AI assistants read, manage, and operate Salesforce orgs securely from Claude, Cursor, VS Code, Windsurf, or Cline. Rather than exposing one flat set of tools, it is organized into configurable toolsets you enable with the `--toolsets` flag: `orgs` (list and inspect the orgs you've authenticated), `data` (run SOQL queries and read/create/update records for standard and custom objects), `metadata` (deploy and retrieve source and metadata), and `users` — plus individually-gateable tools such as `run_apex_test`. This makes it useful both for developers automating deploys and Apex test runs and for RevOps teams asking Claude to "pull all open opportunities closing this quarter over $50K" or "update this deal to Negotiation." A key security design point: the server never takes raw usernames and passwords — instead it operates on orgs you have already authenticated through the Salesforce CLI (`sf org login`), which you reference by alias via the `--orgs` flag, so credentials stay in the CLI's secure store and each MCP session is scoped only to the orgs you explicitly allow. Install with `npx -y @salesforce/mcp --orgs DEFAULT_TARGET_ORG --toolsets orgs,metadata,data,users`. Apache-2.0 licensed. Community CRM-focused alternatives such as tsmztech/mcp-server-salesforce and smn2gnt/MCP-Salesforce exist for teams wanting a lighter SOQL-and-records-only server.

Community-built MCP server that connects Claude, Cursor, and other MCP clients to the Pipedrive API v2 for CRM data access. Exposes deals, persons, organizations, and pipelines — including custom fields — as MCP resources, plus predefined prompts for common CRM operations like pulling pipeline status or filtering deals by owner, stage, date range, or value. Read-only by design, so agents can safely query sales data without risking accidental writes to production CRM records. Supports both stdio transport for local desktop clients and SSE transport for networked deployments, with built-in JWT authentication and API rate limiting to stay within Pipedrive's request quotas. Ships as a published npm package and as a multi-stage Docker image with docker-compose support for one-command standalone deployment, health checks included. Authentication uses a Pipedrive API token plus your company's Pipedrive domain, set via environment variables. Useful for sales teams wiring an AI assistant into deal review, pipeline forecasting, or account research workflows without building custom API integration code from scratch.

Close does not publish an official Model Context Protocol server — a `closeio/mcp-server` repo does not exist. The strongest real option is bcharleson/close-crm-cli, a TypeScript CLI-and-MCP-server hybrid that exposes Close's full REST API (160+ commands across 30 resource groups: leads, contacts, opportunities, tasks, calls, notes, emails, SMS, meetings, pipelines, custom fields, webhooks, outreach sequences, smart views, and analytics reports) both as terminal commands and as MCP tools. Run `close mcp` to start the server, or wire it into Claude Desktop / Cursor / Windsurf via `npx close-crm-cli mcp` with a `CLOSE_API_KEY` env var (generated from Close's Settings → API page). HTTP Basic Auth, offset-based pagination, and automatic exponential-backoff retry on 429/5xx are all handled for you, and JSON output is the default so responses pipe cleanly into an agent or `jq`. Typical use: ask Claude to "list my open opportunities in the demo-scheduled stage" or "log a call and create a follow-up task" without leaving the chat. Not an official Close product — early-stage community project, so expect rough edges and verify write operations before relying on them in production pipelines.

The Monday.com MCP server is the official Model Context Protocol integration built by Monday.com, giving AI assistants like Claude and Cursor direct access to your Monday.com workspace. Teams use it to query board data, create and update items, track project status, and automate workflow updates through natural-language interactions — without opening the Monday.com web interface. Key capabilities include: listing workspace boards and their column configurations, reading item statuses and assignees, creating new items with custom field values, updating existing item statuses across groups, and querying sub-items and dependencies within boards. This makes the Monday.com MCP server particularly useful for project managers who want to ask Claude to summarize overdue tasks, update sprint statuses after standups, or generate a status report for a client from board data. Authentication uses a Monday.com API token, which you generate from your account's Developer section (navigate to Admin → Developers → Create App or use personal API tokens). The server communicates with Monday.com's GraphQL API, so all data is live and real-time. Compatible with Claude Desktop, Cursor, VS Code, Windsurf, and Cline. For teams running agile workflows, the server enables AI-assisted sprint planning, velocity reporting, and backlog grooming without context-switching between your AI assistant and the Monday.com dashboard.

ClickUp MCP Server connects AI assistants to your ClickUp workspace so you can manage tasks, docs, and time entries with natural language instead of clicking through the app. This community server (by hauptsacheNet) authenticates with a ClickUp API key and team ID and ships three operating modes — read-minimal for lightweight coding-assistant context, read for full workspace exploration, and write (default) for complete task and document management. Its standout feature is rich task context: getTaskById returns full comment history, status changes, and inline images in a single call, so agentic coding tools can pull a ClickUp ticket, its linked screenshots, and prior discussion without chaining multiple requests. It also supports fuzzy multi-language search across tasks and documents, time-entry logging and retrieval, and append-only description updates that never overwrite existing task content — new notes are timestamped and added rather than replacing history, which keeps ClickUp's own audit trail intact. An official OAuth-based ClickUp MCP also exists for chat-app and Connected Search use cases; this API-key server is better suited to CI/CD, automation, and coding-tool integrations.

The Wrike MCP Server gives MCP-capable clients full CRUD access to Wrike's work-management platform, letting an AI assistant discover, read, and modify tasks, folders, and spaces directly from chat. Its standout feature is a discover_account bootstrap tool that identifies the authenticated user, enumerates every space, lists top-level folders with their workflow assignments, and catalogues account-level and space-scoped workflows plus custom fields and item types — this front-loads the account-structure discovery an agent would otherwise need several manual calls to piece together before it can safely create or move anything. Read tools cover task search by title/status, full task detail (including comments and attachments in one combined call via get_task_full), workflow and custom-field listings, folder browsing, and recursive folder-task listing. Write tools cover task creation with assignees/dates/importance/custom fields, updates to any task field, completion, moving tasks between folders, deletion of tasks/folders/spaces, and file attachment uploads. Authentication uses a Wrike Permanent Access Token generated from the Wrike API console, stored either in the system keychain via a bundled wrike-auth CLI or as a WRIKE_ACCESS_TOKEN environment variable. This is an early-stage community project (not an official Wrike release) installed from source with pip — worth noting since Wrike itself has not published a first-party MCP server, so this fills a real gap for teams wanting AI-agent access to their Wrike workspace.

The Basecamp MCP Server connects MCP-capable clients like Claude Desktop, Claude Code, Codex, and Cursor to Basecamp 3 through OAuth-authenticated API calls, letting an AI assistant read and manage a team's projects without leaving the chat. Built on the official mcp.server.fastmcp Python SDK, it exposes 79 tools spanning the full breadth of Basecamp 3: project and to-do list browsing, to-do creation/updates/completion, message board posts (including drafts and categories), Campfire chat reading, card table and card-step management, document reading and drafting, comment creation, inbox forward handling, daily check-in answers, file uploads, event listings, and webhook management. A built-in search tool queries across projects, to-dos, messages, Campfire lines, comments, uploads, and schedules in one call, useful for an agent trying to find "what did the team decide about X" without paging through each tool individually. Setup requires a Basecamp OAuth application registered at launchpad.37signals.com/integrations, then running the bundled oauth_app.py flow once to store a local token; config-generator scripts are included for Codex, Cursor, and Claude Desktop so the MCP entry gets written automatically rather than hand-edited. This is a community project (not published by 37signals/Basecamp itself), MIT-licensed and actively maintained, and is currently the most complete open-source Basecamp MCP integration — competing alternatives top out around 46 tools versus this server's 79.

The Trello MCP server gives AI assistants full read/write access to Trello boards, lists, and cards through the Model Context Protocol. The most widely adopted community implementation is delorenj/mcp-server-trello, a TypeScript server (now Bun-powered for a 2.8-4.4x speed boost over the original Node build) that wraps the Trello REST API with built-in rate limiting, type safety, and dynamic board/workspace switching. Tools cover the full card lifecycle: create, update, move, and archive cards; manage checklists, labels, members, and file attachments pulled in from URLs; add, edit, and delete comments; and export card data as human-readable markdown. Because boardId and workspaceId can be passed per-call instead of hardcoded in the config, one server instance can drive multiple boards and workspaces without a restart, and the active board persists locally between sessions. Setup requires a free Trello API key and token (from trello.com/app-key), configured via TRELLO_API_KEY and TRELLO_TOKEN environment variables, with an optional TRELLO_ALLOWED_WORKSPACES allowlist for restricting agent access in multi-tenant or security-conscious setups. It is commonly paired with agent workflows for sprint planning, kanban automation, and syncing tasks between chat and boards without leaving the AI assistant.

Coda MCP Server (built by TJC L.P., unofficial and not affiliated with Coda) gives AI assistants full read/write access to Coda.io docs through the Coda REST API — install via `uvx coda-mcp-server` with a Coda API token from your account settings, no local Python environment setup required. It covers the whole document model: list, create, read, update, and delete docs; browse and edit pages, including exporting full page content to HTML or Markdown for long-form review; and inspect tables, views, and column formulas. Row operations support querying and filtering table data, upserting rows in bulk, updating single rows, deleting rows, and even pushing button-column actions programmatically — useful for treating a Coda table as a lightweight database an agent can read and write. It also exposes named formulas so an assistant can look up and reason about doc-level calculations. Since v1.1.0 the server uses snake_case field names (e.g. `browser_link`) for cleaner Python-ecosystem compatibility. Best fit for teams that keep specs, trackers, or internal wikis in Coda and want an agent to pull structured data out of docs or automate repetitive table edits without a human opening the app.

Perform queries and entity operations in your Fibery workspace.

Enterprise search and chat using Glean's API.

Search, request, and manage e-signature contracts effortlessly.

Contract and template management for drafting, reviewing, and sending binding contracts.

Create, Edit, Sign, Extract Documents using Natural Language.

Ready-made features for AI & human collaboration—use to develop your Liveblocks app quicker.

AI assistants interact with Anytype - a local and collaborative wiki - through natural language.

Official MCP Server to integrate with GROWI APIs.

The DevRev MCP Server lets MCP-capable clients like Claude Desktop, Cursor, and Windsurf search and manage DevRev's unified customer-and-dev platform directly from chat, without switching to the DevRev web app. Its search tool queries across multiple DevRev namespaces at once — issues, tickets, articles, and more — using DevRev's own query syntax (e.g. `product:payments api` scopes a search to a specific product part), so an agent can locate relevant work items in one call instead of paging through separate endpoints. Work-item tools cover listing works filtered by type/owner/related-part, fetching full object detail by ID, and creating new issues or tickets tied to a specific feature or part — useful for turning a bug report surfaced in a support ticket into a linked engineering issue without leaving the assistant. Parts-management tools expose the product hierarchy (products, capabilities, features, epics) so an agent can navigate DevRev's org structure, and a built-in devrev_context() tool returns comprehensive documentation on every available tool, namespace, and parameter — handy for self-onboarding an agent into an unfamiliar DevRev workspace. Authentication uses a DevRev Personal Access Token set as the DEVREV_API_KEY environment variable; the server runs as a local Python process (SSE transport on 127.0.0.1:8888 by default) that Cursor or another client connects to over HTTP. This is an unofficial, community-maintained implementation — DevRev itself has not published a first-party MCP server as of this writing — so treat it as the best available option for AI-assisted DevRev workflows rather than a vendor-supported integration.

Modern product teams connect their AI assistant to Atono to create and update stories, bugs.

Interact with task, doc, and project data in Dart, an AI-native project management tool.

Official MCP server for Cortex.

Send messages, manage channels, schedule meetings, and read notifications in Microsoft Teams. Automate team collaboration from AI coding and productivity tools.

Schedule meetings, manage recordings, and interact with Zoom through AI. Create instant meeting links, list recordings, and manage webinar registrations.

Manage emails and calendar in Microsoft Outlook via Graph API. Read, send, and organize emails, schedule meetings, and manage contacts through AI.

Query and update your Logseq knowledge graph. Read journal entries, search notes, add blocks, manage tasks, and navigate linked thought networks via AI.

Miro MCP Server (community project by olgasafonova, not officially affiliated with Miro) is a single-binary server with 92 tools for running whiteboard workshops, retros, and planning sessions straight from an AI assistant. Install via Homebrew (`brew tap olgasafonova/tap && brew install miro-mcp-server`), a one-line curl installer, or Docker — no Node or Python runtime needed — then authenticate with a Miro access token scoped to `boards:read` and `boards:write`. Beyond basic board CRUD, it can generate flowcharts and sequence diagrams directly from Mermaid syntax, create and manage Markdown documents on boards, build mindmaps with parent-child node relationships, run bulk operations like sticky-note grids, manage tags and item groups, connect items with styled arrows, and discover/inspect tables placed on a board. It also supports board thumbnail and PDF/SVG export (Enterprise Miro accounts) and multi-item uploads for local images and documents. Because it ships as a compiled binary rather than an npm/pip package, startup is fast and there's no dependency drift — a good fit for teams that want an agent to facilitate a retro or turn a meeting transcript into a structured board without manual clicking.

Create and modify Excalidraw diagrams and sketches with AI. Generate architecture diagrams, flowcharts, and wireframes from natural language descriptions.

Access and manage Loom video recordings. List workspace videos, retrieve transcripts, share recordings, and organize into folders via AI.

Time tracking MCP server for Toggl. Start/stop timers, log time entries, generate reports, and analyze productivity patterns with natural language.

Manage tasks and projects in Height, the AI-first project management tool. Create tasks, track sprints, assign work, and generate progress reports.

Project management MCP for software teams using Shortcut (formerly Clubhouse). Manage stories, epics, iterations, and workflows via natural language.

Open-source project management MCP. Manage issues, cycles, modules, and pages in Plane. Self-hostable Jira/Linear alternative with full API access.

Hierarchical note-taking and knowledge management MCP. Add nodes, manage supertags, query workspaces, and automate structured information capture in Tana.

Beautiful note-taking and document creation MCP for Craft. Create and update documents, manage spaces, and access structured writing from AI tools.

Visual learning and research platform MCP. Access whiteboards, cards, and journals in Heptabase. Ideal for structuring complex research and learning projects.

Open-source Notion + Miro alternative MCP. Manage docs, whiteboards, and databases in AFFiNE. Full local-first with real-time collaboration support.

Expense management and reimbursement MCP. Submit expenses, track receipts, manage policies, and generate expense reports with AI-powered categorization.

AI-powered memory system. Save and retrieve anything — web content, thoughts, documents — and query your personal knowledge base with natural language.

Networked note-taking MCP for Reflect. Create notes, manage backlinks, search your knowledge graph, and capture meeting notes with AI-powered linking.

Enterprise iPaaS MCP for Tray.io. Build complex workflows connecting enterprise apps, trigger automations, and manage integration projects with AI assistance.

Manage WooCommerce stores via MCP. Access orders, products, customers, and inventory. Automate e-commerce workflows and generate sales reports.

Enterprise e-commerce platform MCP. Manage product catalog, orders, customers, and storefront settings. Automate merchandising and inventory management.

Manage leads, contacts, deals, and campaigns in Zoho CRM. Automate sales workflows, generate reports, and track customer interactions via AI.

Revenue intelligence MCP for Gong. Access call recordings, AI insights, deal risks, and coaching recommendations to improve sales team performance.

Sales intelligence and engagement MCP for Apollo. Find prospect data, manage sequences, track email opens, and enrich contact records with company data.

HR management system MCP for BambooHR. Access employee records, PTO requests, time tracking, job postings, and HR reports via natural language.

Recruiting and HR management MCP for Greenhouse. Manage job postings, track applicants, schedule interviews, and generate hiring funnel analytics.

Workforce management MCP for Rippling. Manage employees, payroll, benefits, devices, and apps from a unified platform via AI-powered automation.

Global hiring and payroll MCP for Deel. Manage contractors, employees, and EOR agreements across 150+ countries. Process payments and compliance docs.

Payroll and HR MCP for Gusto. Manage payroll runs, employee benefits, time-off requests, and compliance for US-based companies via natural language.

Webflow's official MCP server exposes the Webflow Data API — CMS collections, pages, custom code, assets, and site publishing — to AI coding tools and to Webflow's own AI-assisted Designer workflow. The recommended path is Webflow's hosted remote server at mcp.webflow.com/sse: add it to Cursor, Claude Desktop (via the `mcp-remote` bridge), or another MCP client, authenticate with OAuth against your Webflow workspace, then open the "Webflow MCP Bridge App" from the Designer's Apps panel (press E) to sync your live canvas with the AI agent in real time — letting you ask it to analyze recent blog posts for new topic ideas, add internal links between related posts, or build out a new hero section with a responsive CTA. Teams that want a fully self-hosted setup can instead register their own Webflow Bridge App with Admin permissions and run the open-source `webflow-mcp-server` npm package locally (`npx -y webflow-mcp-server@latest`) with a scoped WEBFLOW_TOKEN, giving full control over the OAuth flow and hosting. The server requires Node.js 22.3.0+ for the remote/local hybrid flow. Under the hood it's generated from Webflow's OpenAPI spec via Fern, so it tracks new Data API endpoints automatically as Webflow ships them. Typical use cases lean CMS-heavy: bulk content edits, SEO audits across blog collections, and automating repetitive Designer tasks that would otherwise mean clicking through the visual builder by hand.

Headless CMS MCP for Sanity. Query and mutate content using GROQ, manage datasets, import/export content, and work with Sanity's schema-driven data.

Enterprise headless CMS MCP for Contentful. Manage content types, entries, assets, and locales. Query and publish content across digital channels via AI.

Manage WordPress sites via the REST API MCP. Create and edit posts, manage pages, handle media, configure plugins, and automate content publishing workflows.

Professional publishing platform MCP for Ghost. Create and manage posts, newsletters, members, and tags. Automate content workflows and analyze publication metrics.

Open-source home automation MCP for openHAB. Control smart devices, manage items and rules, query sensor data, and automate home scenes via natural language.

Parse and monitor RSS and Atom feeds from any URL. Aggregate news, blog posts, and podcast feeds. Filter by keyword and track content changes over time.

Extract text, tables, and metadata from PDF documents via MCP. Parse multi-page documents, handle encrypted PDFs, and extract structured data for AI processing.

Create and edit Google Docs documents via MCP. Read document content, insert text, apply formatting, manage comments, and export to various formats.

Universal document converter MCP using Pandoc. Convert between Markdown, HTML, PDF, DOCX, LaTeX, and 40+ other formats with full pandoc options.

Low-code workflow automation MCP for Power Automate. Trigger flows, manage environments, inspect run history, and automate Office 365 and Azure workflows.

Read and write Apple Notes on macOS via MCP. Search notes, create new entries, access folders, and integrate your Notes database with AI workflows.

Manage Apple Reminders on macOS via MCP. Create, update, and complete tasks, manage lists, set due dates and priorities, and sync with iCloud.

Apple Mail MCP Server gives AI assistants full read/write access to Mail.app on macOS — search, compose, organize, and analyze email through natural language, built on FastMCP over AppleScript. The tool surface spans 22 tools across six areas: reading & search (get_inbox_overview, list_inbox_emails, get_mailbox_unread_counts, list_accounts, search_emails with unified subject/sender/body/date/attachment/flag-color filtering across accounts, get_email_thread for full conversation view), organization (list_mailboxes, create_mailbox with nested-path support, move_email and manage_trash with dry-run previews, update_email_status for read/unread and colored flags), composition (compose_email, reply_to_email/reply-all, forward_email, manage_drafts, create_rich_email_draft for HTML .eml drafts), attachments (list/save), a "smart inbox" layer (get_awaiting_reply finds sent mail with no response, get_needs_response flags mail likely needing action, get_top_senders analyzes frequency by sender/domain), and analytics/export (get_statistics, export_emails to TXT/HTML, an interactive inbox_dashboard UI). Install via the Claude Code plugin marketplace (`claude plugin marketplace add patrickfreyer/apple-mail-mcp` then `claude plugin install apple-mail@apple-mail-mcp`) for the bundled slash command and skill, or zero-install `uvx mcp-apple-mail` / `pip install mcp-apple-mail` for the MCP server alone. A `--read-only` flag disables the three send-capable tools (compose/reply/forward) while leaving draft management intact — useful for read-heavy triage or analytics agents. Requires macOS with Mail.app configured and Python 3.10+. Pairs naturally with the existing apple-notes and reminders entries for a full Apple-productivity-suite AI workflow.

Things 3 MCP Server connects Claude and other MCP clients to Things 3, the macOS/iOS task manager, for natural-language task and project management. Distributed on PyPI as `mcp-server-things` for a clean pip install (source install also supported), it covers full CRUD on todos (create/read/update/delete with tags, deadlines, projects, and notes, plus partial updates) and on projects and areas, including creating a project with initial todos and organizing todos within project hierarchies. All of Things 3's built-in lists are exposed as first-class reads — Inbox, Today, Upcoming, Anytime, Someday, Logbook, and Trash — alongside date-range queries for anything due or activating within a specific window. Tag management includes an `AI_CAN_CREATE_TAGS` safety switch so the assistant can be restricted to only using existing tags rather than inventing new ones, and native Things URL-scheme integration is used under the hood for reliable writes. Operational maturity stands out versus other Things 3 MCP servers: structured logging with configurable levels, an AppleScript timeout/retry policy, concurrency-safe operation queuing for multi-client use, input-length validation limits (title/notes/tags), and a health-check/queue-status monitoring surface. Configuration runs through environment variables or a `.env` file (`THINGS_MCP_APPLESCRIPT_TIMEOUT`, `THINGS_MCP_AI_CAN_CREATE_TAGS`, `THINGS_MCP_LOG_LEVEL`, etc.). Requires macOS 12+, Things 3 installed, Python 3.8+, and AppleScript automation permissions granted to the client. Picked over two similar-star alternatives (rossshannon/Things3-MCP, drjforrest/mcp-things3) for its PyPI packaging and materially deeper CRUD/ops feature set.

Manage Google Tasks lists via MCP. Create, complete, and organize tasks, manage task lists, set due dates, and integrate with Google Calendar.

Manage schedules and events in Notion Calendar via MCP. View and create events, check availability, integrate with Notion databases, and sync across devices.

The Monarch Money MCP server gives AI assistants read-only access to your Monarch Money personal finance data via the Monarch GraphQL API. Query your linked bank accounts, credit cards, and investment balances; pull categorized transaction history with merchant names and amounts; analyze monthly spending by category against your budget targets; review cashflow summaries across any date range; and surface recurring subscriptions and unusual charges. Built for Claude Desktop and other MCP-compatible clients, this server lets you ask natural-language questions about your finances — "how much did I spend on restaurants last month?" or "am I on track with my savings goal?" — without exposing credentials to a third party. Requires a Monarch Money account and API token configured as an environment variable. Install with pip and configure via the standard MCP JSON config.

Access your Readwise highlights, books, articles, and reading progress through your AI assistant. Search highlights, export notes, and surface saved content for AI-powered review and synthesis.

Manage your Raindrop.io bookmarks through your AI assistant. Search, add, tag, and organize saved links. Access collections and create new bookmarks from conversations.

Access your Zotero academic reference library from your AI assistant. Search citations, retrieve paper metadata, manage collections, and get bibliographic information for research workflows.

Interact with your Anki spaced repetition decks from your AI assistant. Create new flashcards from content, search existing cards, retrieve due cards, and manage deck structure via AnkiConnect.

Manage TickTick tasks and habits from your AI assistant. Create tasks, set due dates, manage projects, track habits, and query your to-do lists programmatically.

Integrate OmniFocus GTD workflows with your AI assistant. Add tasks, manage projects and contexts, set due dates and flags, and query your OmniFocus database on macOS.

Interact with Directus headless CMS from your AI assistant. Query collections, manage items, handle file uploads, control user permissions, and run Directus flows through MCP.

Manage Storyblok headless CMS content with your AI assistant. Query stories, components, and assets. Create and update content entries, manage spaces, and handle content versioning.

Open-source scheduling infrastructure MCP server. Book meetings, manage availability, create event types, and handle cancellations via Cal.com from your AI assistant. Perfect for automating meeting management workflows.

Make.com (formerly Integromat) MCP server for visual automation workflows. Trigger scenarios, monitor execution history, manage data stores, and orchestrate 1,000+ app integrations through AI.

HR, finance, and planning via Workday. Query employee records, manage compensation, track time-off, run HR reports, and access financial planning data through Workday's REST APIs.

Payroll and HR data via ADP. Access employee rosters, payroll runs, time and attendance records, benefits enrollment data, and tax filings through ADP's Marketplace APIs.

Send, sign, and manage DocuSign envelopes and templates. Automate e-signature workflows, check document status, and retrieve signed documents programmatically.

Create and send signature requests via Dropbox Sign (formerly HelloSign). Manage templates, track signing progress, and download completed agreements.

Create, send, and track PandaDoc proposals, contracts, and quotes. Manage document templates, collect e-signatures, and monitor deal status.

Automate contract workflows with Ironclad. Create, review, and approve contracts, manage clause libraries, and track contract lifecycle from negotiation to execution.

Read and write Obsidian markdown notes, search across vaults, create and edit files, manage tags and backlinks. Integrates AI into your personal knowledge base.

Query and manage Logseq knowledge graphs. Search pages, create journal entries, manage tasks, traverse bi-directional links, and build knowledge graphs with AI.

Read and write Roam Research notes and databases. Query bi-directional links, create daily notes, manage blocks, and leverage Roam's graph structure with AI assistance.

Read, search, and create documents in Outline (the open-source wiki). Query collections, manage team documentation, and integrate AI into your knowledge base.

Manage AppFlowy workspaces, documents, and databases. The open-source Notion alternative with AI integration — search docs, create content, and manage tasks.

Trigger and manage Make (formerly Integromat) automation scenarios. Run workflows, inspect scenario runs, manage webhooks, and create data transformations across 1,500+ apps.

Interact with n8n workflow automation. Execute workflows, create new automations, manage webhook triggers, and inspect execution logs — all through natural language.

Open-source automation platform MCP integration. Trigger flows, manage connections, inspect run history, and create multi-step automations across business apps.

Enterprise automation with Workato MCP. Trigger recipes, manage job runs, inspect data, and orchestrate complex enterprise workflows across SAP, Salesforce, and 1,000+ connectors.

Trigger and manage Pipedream event-driven workflows. Run serverless functions, inspect workflow logs, manage HTTP triggers, and connect 900+ APIs with AI assistance.

Execute 50,000+ Zapier actions through natural language. Connect apps, trigger zaps, and automate workflows across the entire Zapier ecosystem using plain English commands.

Create, manage, and search events via Eventbrite API. Query event listings, attendee data, ticket categories, and organizer information for event management workflows.

Send messages, create spaces, and manage Google Chat conversations via the Google Chat API. Supports message formatting, card attachments, threaded replies, and webhook notifications.

Integrate with Freshservice IT service management platform. Create and update tickets, manage assets, query the CMDB, handle change requests, and automate ITSM workflows with natural language.

Connect to ServiceNow for enterprise ITSM and workflow automation. Query and update incidents, change requests, service catalog items, and CMDB records. Run business rules and scripted REST APIs.

Manage recruitment workflows in Workable ATS. Access job listings, candidates, applications, interviews, and offers. Automate candidate screening, move applicants through pipeline stages, and generate hiring reports.

Automate talent acquisition with Teamtailor ATS. List and create jobs, manage candidates, track applications through hiring stages, schedule interviews, and pull analytics on recruiting funnel performance.

Streamline hiring in Recruitee collaborative ATS. Search candidates, update application statuses, trigger email templates, manage job board postings, and pull pipeline metrics for reporting.

Automate legal workflows in MyCase case management software. Access matters, clients, contacts, tasks, time entries, invoices, and documents. Automate billing reminders and client communication.

Manage contracts intelligently with ContractSafe. Search contracts by clause, extract key dates and obligations, monitor renewal deadlines, flag missing fields, and generate contract summaries.

Manage headless CMS content in Kontent.ai. Query and update content items, manage content types, handle workflows and publishing states, and deliver structured content across channels via Management and Delivery APIs.

Interact with Cosmic headless CMS. Fetch, create, and update objects across buckets, manage media uploads, query object types, and handle content revisions with flexible schema management.

Automate high-volume hiring with Fountain ATS. Manage job openings, applicant stages, interview scheduling, and offer generation for frontline and hourly worker recruitment at scale.

Manage sales pipeline in Freshsales CRM. Query contacts, accounts, deals, and activities. Log calls and emails, update deal stages, assign leads, and pull sales performance metrics and forecasts.

Access Zendesk Sell CRM data for sales pipeline management. Query leads, contacts, deals, tasks, and calls. Update deal stages, log communication history, and generate sales activity reports.

Access Lattice HR and performance management data. Query employee reviews, goal progress, 1:1 meeting notes, engagement survey results, and compensation data for people analytics and performance tracking.

Integrate with Personio HR platform for European businesses. Manage employees, absences, attendance, recruiting, and payroll data. Automate HR admin workflows and generate workforce reports.

Interact with Instructure Canvas LMS via MCP. Access courses, assignments, grades, discussion threads, and enrollment data. Automate course management, generate progress reports, and query student analytics.

Connect to Moodle open-source LMS via MCP. Query courses, activities, grades, and user data. Automate quiz creation, enrollment management, forum moderation, and generate student progress summaries.

Integrate with Cornerstone OnDemand talent management suite via MCP. Access learning management, performance reviews, recruiting pipelines, succession planning data, and employee development paths for enterprise HR analytics.

Access Docebo enterprise learning platform via MCP. Manage courses, learning plans, and certifications. Fetch learner progress, enrollment data, and completion metrics. Automate content publishing and learner notifications.

Integrate with Clio legal practice management software via MCP. Access matters, contacts, documents, time entries, billing, calendar, and task data. Automate client intake workflows and generate matter summaries.

Access Smartsheet work management platform via MCP. Query sheets, reports, dashboards, and workspaces. Manage rows, columns, and attachments. Automate project tracking workflows and generate dynamic work management reports.

Connect to Paychex payroll and HR services via MCP. Access employee payroll data, tax filings, benefits enrollment, time-and-attendance records, and HR compliance reports for mid-market businesses.

Integrate with Paylocity HR and payroll platform via MCP. Access employee profiles, payroll data, benefits, recruiting, performance reviews, and learning management. Automate onboarding and HR analytics workflows.

Access Ceridian Dayforce HCM platform via MCP. Query workforce management data including employee records, scheduling, time and attendance, payroll, benefits, and talent management for enterprise HR automation.

Integrate with iCIMS talent acquisition platform via MCP. Access requisitions, applicant profiles, hiring stages, offer letters, and onboarding workflows. Query recruiting analytics and pipeline data for talent operations.

Connect to Kareo medical practice management platform via MCP. Access patient records, appointment scheduling, billing and insurance claims, telehealth sessions, and practice analytics for independent healthcare providers.

Connect to Typeform survey and form platform via MCP. Access form definitions, retrieve responses, analyze completion metrics, manage workspaces and themes, and export survey data for qualitative research workflows.

Access SurveyMonkey via MCP. Retrieve surveys, analyze response data, query completion rates, manage collectors and contacts, and export results for market research, NPS tracking, and employee feedback workflows.

Integrate with Qualtrics XM (Experience Management) platform via MCP. Access survey designs, response data, employee engagement insights, customer feedback, and brand tracking analytics for enterprise research programs.

Connect to Gather virtual office and event space via MCP. Manage space layouts, query occupancy and visitor data, create spawning zones, access interaction analytics, and automate virtual workspace configurations.

Integrate with Unit4 ERP and HCM via MCP. Access financials, project management, procurement, HR, and payroll for professional services, public sector, and non-profit organizations. Query people data, project cost tracking, and budget analytics.

Integrate with iManage Work document management via MCP. Access matter-centric documents, emails, workspaces, and collaboration tools for law firms and corporate legal departments. Search, retrieve, and organize legal documents with full version control and access permissions.

Connect to NetDocuments cloud document management via MCP. Access matter files, client documents, email management, and collaboration workspaces for legal and professional services firms. Search, retrieve, and automate document workflows with enterprise-grade security.

Integrate with Hubitat Elevation local home automation hub via MCP. Control Z-Wave, Zigbee, and LAN-connected devices without cloud dependency. Access device states, run rules, trigger automations, and query hub logs — all locally for maximum privacy and speed.

Connect to IFTTT automation platform via MCP. Trigger IFTTT applets, webhooks, and services to automate across 700+ connected apps and devices. Chain smart home, social media, productivity, and IoT actions with natural language through Claude.

Control Shelly IoT devices via MCP. Access and manage Shelly relays, dimmers, plugs, sensors, RGBW controllers, and door/window sensors over local network or Shelly Cloud. Monitor energy consumption, set schedules, and automate home and industrial control scenarios.

Integrate with Meross smart home devices via MCP. Control smart plugs, power strips, bulbs, garage door openers, and sensors through the Meross Cloud API. Query device status, toggle switches, set schedules, and monitor energy usage across your Meross ecosystem.

Connect to Samsung SmartThings platform via MCP. Access SmartThings devices, scenes, automations, routines, and locations. Control connected appliances, locks, sensors, and third-party integrations through the SmartThings API for comprehensive smart home orchestration.

Use Buffer social media scheduling via MCP. Queue posts for optimal publishing times, manage multiple social profiles, analyze engagement data, collaborate with team members on content calendars, and track link performance using Buffer analytics across Twitter/X, Instagram, LinkedIn, and Facebook.

Integrate with Cloudbeds property management system via MCP. Manage hotel reservations, room availability, check-in/check-out workflows, housekeeping status, guest communications, channel distribution to OTAs, and revenue reports. Ideal for independent hotels, hostels, and vacation rentals.

Connect to Guesty vacation rental management platform via MCP. Sync listings across Airbnb, Vrbo, and Booking.com, automate guest messaging, manage dynamic pricing, coordinate cleaning teams, process payments, and access multi-unit performance analytics for short-term rental operators.

Use Mews hospitality cloud via MCP for hotel operations. Create and modify reservations, manage guest profiles, handle room assignments, process payments, control housekeeping schedules, issue digital keys, and access revenue management insights for modern hotels and serviced apartments.

Connect to Procore construction management platform via MCP. Access project drawings, RFIs, submittals, punch lists, daily logs, budget tracking, and change orders. Pull workforce data, safety incident reports, quality checklists, and project correspondence for construction teams.

Integrate with Buildertrend construction project management via MCP. Manage residential and commercial construction jobs, track schedules, handle change orders, communicate with subcontractors and clients, process selections and allowances, and access financial reporting for home builders and remodelers.

Connect to Autodesk Build/PlanGrid construction document management via MCP. Access project blueprints, submittals, RFIs, punch list items, and daily reports. Track field issues, sync sheet revisions, manage attachments, and collaborate on construction documents across web and mobile.

Integrate with Jobber field service management via MCP. Access client records, job scheduling, quotes and invoices, work orders, team routing, time tracking, and payment processing. Automate follow-ups and reporting for landscaping, cleaning, plumbing, HVAC, and other home service businesses.

Connect to ServiceTitan field service platform via MCP. Manage service calls, dispatching, technician performance, invoicing, marketing campaigns, and membership plans. Access customer history, equipment records, pricebook data, and business analytics for HVAC, plumbing, and electrical contractors.

Use Housecall Pro home service management via MCP. Schedule jobs, dispatch technicians, send estimates, process payments, automate customer review requests, manage employee GPS tracking, and pull revenue analytics for plumbing, electrical, cleaning, and other residential service businesses.

Integrate with Guru knowledge management platform via MCP. Search and retrieve verified company knowledge cards, access team collections, sync FAQ content, create and update knowledge articles, manage expert assignments, and embed Guru knowledge into workflows for customer support and sales teams.

Connect to Slab team knowledge base via MCP. Search posts, access topic hierarchies, retrieve documentation content, create and update articles, manage post permissions, and sync company knowledge with integrations for Slack, Google Drive, GitHub, and Jira for unified team wikis.

Use Nuclino team wiki and knowledge base via MCP. Access workspaces, items, and collections. Create and edit documentation with real-time collaboration, embed visual boards and graphs, organize knowledge hierarchies, and search across all team content for fast knowledge retrieval.

Integrate with Cvent event management platform via MCP. Access event registrations, attendee data, venue sourcing RFPs, hotel room blocks, session schedules, speaker profiles, exhibitor records, and post-event survey results. Automate workflows for corporate meetings, conferences, and trade shows.

Connect to Bizzabo B2B event platform via MCP. Manage event registrations, agenda sessions, speaker bios, sponsor packages, networking matches, virtual event streams, and attendee engagement analytics. Access hybrid event performance data, lead retrieval reports, and post-event ROI dashboards.

Integrate with Frame.io video review and collaboration platform via MCP. Access project assets, review comments with timecode annotations, version history, approval workflows, team members, and asset metadata. Automate video review pipelines and pull deliverable status for post-production workflows.

Integrate with SmartRecruiters applicant tracking system via MCP. Access job postings, candidate profiles, interview schedules, offer letters, hiring team scorecards, EEOC data, and time-to-hire analytics. Automate recruitment workflows and sync candidate data with HRIS and onboarding platforms.

Connect to Bullhorn staffing and recruitment CRM via MCP. Access candidate and contact records, job orders, placements, client company data, activity notes, timesheet submissions, and billing records. Automate candidate sourcing workflows, interview coordination, and revenue reporting for staffing agencies.

Integrate with ShipBob ecommerce fulfillment via MCP. Access order management, inventory levels across fulfillment centers, shipment tracking, return merchandise authorizations, SKU analytics, warehouse receiving workflows, and 2-day shipping eligibility checks. Automate replenishment alerts and carrier selection for DTC brands.

Integrate with ShipHero warehouse management system via MCP. Access inventory across multiple warehouses, order routing rules, pick-and-pack workflows, return processing, carrier label generation, vendor purchase orders, and fulfillment cost analytics. Automate warehouse operations and sync inventory with Shopify and WooCommerce.

Connect to Trimble Construction One platform via MCP. Access project financials, field progress reports, subcontractor compliance documents, RFIs, submittals, change orders, schedule updates, and labor productivity metrics. Integrate construction project data with ERP systems for unified job cost reporting.

Connect to ServiceMax field service management platform via MCP. Access work orders, installed asset records, service contracts, technician dispatch schedules, parts inventory, warranty entitlements, and service KPIs including first-time fix rate and mean time to repair. Automate preventive maintenance scheduling.

Connect to Agworld collaborative crop management platform via MCP. Access farm plans, crop budgets, spray records, scouting observations, nutrient recommendations, and agronomist notes. Sync field activities between growers, agronomists, and retailers for full-season crop advisory workflows.

Integrate with Blackboard Learn LMS via MCP. Access course enrollments, grade center data, assignment submissions, discussion board threads, test attempt results, attendance records, user activity logs, and content availability rules. Automate grade reporting and pull learning analytics for institutional effectiveness dashboards.

Connect to D2L Brightspace LMS via MCP. Access course content, learner progress and completion status, quiz scores, discussion participation, rubric evaluations, competency achievement records, and Brightspace Insights analytics. Automate curriculum delivery workflows and sync learning outcomes with student information systems.

Connect to MasterControl quality management system via MCP. Access document control workflows, training records and completion status, audit findings, CAPA tracking, nonconformance reports, change control records, supplier qualification data, and 21 CFR Part 11 audit trails. Automate quality event escalation and regulatory inspection readiness reports.

Integrate with Salesforce Nonprofit Success Pack via MCP. Access donor contact records, household giving summaries, campaign membership and response rates, grant opportunity stages, volunteer hour logs, program enrollment data, and NPSP recurring donation schedules. Automate major gift cultivation workflows and generate annual fund reporting.

Connect to Laserfiche enterprise content management system via MCP. Search repositories for documents, folders, and metadata fields. Access workflow routing rules, audit trail entries, records retention schedules, electronic form submissions, and template field data. Query business process instance status, approval chains, and digital signature audit logs.

Integrate with M-Files intelligent information management platform via MCP. Search vaults for documents, projects, and contracts using metadata-driven queries. Access object type definitions, class hierarchies, workflow state machines, permission group assignments, and automated metadata suggestion models. Query version histories, check-out statuses, and external repository connector sync logs.

Connect to OpenText Content Services (formerly Documentum) via MCP. Query enterprise repositories for documents, folios, and virtual documents. Access lifecycle state transitions, rendition sets, access control lists, full-text index search, cabinet structures, and linked component records. Automate content migration pipelines, retention disposition workflows, and eDiscovery hold management.

Connect to TalentLMS learning management system via MCP. Query courses, branches, learning paths, and certification programs. Access learner completion rates, quiz scores, time-on-task metrics, SCORM package statuses, and ILT session rosters. Manage user enrollments, group assignments, gamification leaderboard data, and custom report builder outputs for L&D teams.

Integrate with Absorb LMS cloud learning platform via MCP. Access course catalogs, curriculum structures, learner enrollment records, assessment attempt histories, and certificate expiration dates. Query department progress dashboards, manager approval workflows, external training credit imports, and Salesforce/Workday integration sync statuses for enterprise training programs.

Connect to iSpring Learn LMS and authoring platform via MCP. Query online courses, video lectures, iSpring Suite content packages, and knowledge check results. Access department training schedules, compliance deadline trackers, supervisor observation forms, 360-degree feedback survey responses, and learning path completion analytics for corporate training programs.

Integrate with Lever applicant tracking system via MCP. Query job postings, candidate profiles, interview feedback forms, offer letter statuses, and hiring pipeline stage metrics. Access sourcing channel attribution, diversity hiring analytics, requisition approval workflows, automated nurture sequence engagement data, and two-way ATS-HRIS sync histories for talent acquisition teams.

Connect to Jobvite talent acquisition platform via MCP. Access requisition workflows, job board syndication statuses, employee referral program submissions, candidate screening scores, and background check order results. Query time-to-hire benchmarks, offer acceptance rate trends, recruiter performance dashboards, CRM campaign engagement analytics, and internal mobility application histories.

Integrate with Oracle Taleo talent management suite via MCP. Query requisitions, candidate pools, performance review cycles, goal alignment hierarchies, compensation planning worksheets, succession plan bench strengths, and learning curriculum assignments. Access Taleo Business Edition and Enterprise workflows, SmartOrg configuration data, and Passport integration partner sync logs.

Integrate with Copper CRM (Google Workspace-native CRM) via MCP. Query contacts, leads, opportunities, and pipelines with Gmail and Google Calendar activity auto-captured. Access deal stage histories, email thread summaries, task completion rates, company relationship graphs, and Google Workspace co-worker interaction scores. Automate follow-up reminders, opportunity routing, and win/loss classification workflows.

Connect to Nutshell CRM for small and mid-size businesses via MCP. Query contacts, accounts, leads, and activity timelines. Access sales pipeline funnel metrics, email sequence enrollment statuses, territory assignment maps, collaboration thread histories, reporting dashboard snapshots, and Nutshell Forms lead capture submission logs. Automate deal rotation, stage progression triggers, and competitor tracking entries.

Integrate with Streak CRM embedded in Gmail via MCP. Access pipeline boxes, contacts, organizations, and email thread associations stored in Google Sheets-style pipeline views. Query stage distribution analytics, snippet template usage, mail merge campaign open/click rates, call log entries, task due date compliance, and team collaboration comment threads without leaving Gmail.

Connect to SimPRO field service management platform via MCP for trade contractors. Query job cards, quote acceptance statuses, purchase order receipts, technician scheduling boards, and asset service history logs. Access customer site portal data, compliance certificate expiry calendars, stock level reorder alerts, timesheet approval queues, and project budget variance reports for electrical, plumbing, and HVAC businesses.

Integrate with FieldEdge field service management software via MCP for HVAC, plumbing, and electrical contractors. Access customer service agreement contracts, dispatch board assignments, technician GPS locations, flat-rate pricebook items, maintenance reminder schedules, and QuickBooks sync reconciliation statuses. Query call conversion rates, agreement renewal opportunity lists, and parts inventory reorder thresholds.

DoorDash Drive API for on-demand delivery — create, track, and manage delivery orders, quotes, and driver dispatch programmatically.

GrubHub restaurant platform integration — access restaurant menus, hours, delivery areas, and ordering capabilities via the GrubHub Partner API.

Uber Eats API integration — manage restaurant data, delivery orders, menu synchronization, and business analytics for food delivery workflows.

Instacart Platform API for grocery delivery — integrate shoppable recipes, product catalog, fulfillment, and retailer connections into AI applications.

Udemy API integration — search courses, access enrollment data, retrieve curriculum details, and manage learner progress across 220,000+ online courses.

Coursera API for online learning — discover courses and specializations, access course metadata, track learner progress, and integrate credentials and certificates.

Pluralsight Skills Platform API — assess developer skills, recommend learning paths, track team progress on technology courses, and integrate with HR/LMS systems.

Tebra (formerly Kareo) medical practice management API — manage patient scheduling, clinical notes, billing workflows, and EHR data for independent medical practices.

ContractPodAi Leah AI platform API — manage contract lifecycle from request to obligation tracking, extract metadata from executed agreements, automate review workflows, and surface risk clauses using AI contract intelligence.

Mindbody API — manage appointments, class schedules, and memberships for fitness studios, spas, and wellness businesses. Access client profiles, process payments, manage staff schedules, retrieve attendance analytics, and sync with the Mindbody marketplace.

Freightos freight marketplace API — instantly quote international ocean, air, and road freight rates from 50+ carriers, book shipments, track cargo in transit, manage customs documentation, and analyze freight spend across global supply chains.

Canvas LMS REST API — manage courses, assignments, submissions, and grades. Access quiz results, discussion threads, enrollment data, rubric scores, and learning analytics. Supports K-12, higher ed, and corporate training environments.

Duolingo API wrapper — retrieve learner streak data, XP statistics, course progress, skill proficiency levels, league standings, and friend activity. Build language learning analytics and gamification extensions.

GitBook documentation platform MCP — search and read documentation spaces, query content by keyword, navigate page hierarchies, access published guides, API references, and knowledge bases hosted on GitBook.

Dendron hierarchical note-taking MCP — search and navigate your Dendron vault, query notes by hierarchy or tag, look up linked references, manage schemas, and interact with your personal knowledge management system.

Capacities object-based note-taking MCP — search and create notes, manage objects (books, people, places), query linked references, access your personal knowledge graph, and organize information by type.

Supernotes collaborative note-taking MCP — search and create notecards, manage collections, query by tag or keyword, link related cards, and interact with your interconnected knowledge base.

Reflect networked note-taking MCP — search notes, capture new thoughts, navigate backlinks and forward links, query your knowledge graph, and interact with your daily notes and linked reference graph.

Builder.io visual CMS and headless commerce MCP — query and update content models, manage pages and sections, trigger content publishing, read A/B test results, and interact with your visual development platform.

Navan corporate travel and expense management MCP — book flights and hotels within policy, submit and approve expenses, query travel reports, manage spend limits, and handle reimbursements for enterprise travel programs.

Kintone low-code business application platform MCP — query and update app records, manage forms and fields, run custom queries across business databases, automate workflows, and build data-driven processes without code.

Salesloft sales engagement platform MCP — manage cadences and sequences, log call and email activities, query prospect data, track deal stages, update CRM records, and streamline outbound sales workflows directly from your AI assistant.

Outreach sales execution platform MCP — create and manage sequences, log prospect touchpoints, query pipeline analytics, update opportunity stages, access AI-powered deal insights, and coordinate multi-channel outreach campaigns.

Kira AI contract intelligence MCP — extract and query contract provisions, identify missing clauses, compare contract terms against standard playbooks, retrieve due diligence summaries, and surface key obligations from uploaded legal documents.

LinkSquares contract lifecycle management MCP — search executed contracts by clause or date, extract key terms and obligations, manage contract metadata, track renewal deadlines, and surface risk insights from your legal document repository.

Evisort AI contract management MCP — query contract provisions with natural language, track obligation deadlines, extract party information and payment terms, monitor contract status, and generate contract summaries from your document repository.

Teachable online course platform MCP — query student enrollment data, retrieve course completion rates, manage course content and pricing, access sales reports, send student communications, and monitor learning progress across your school.

Thinkific online course builder MCP — manage courses and bundles, query student progress and completion data, access revenue analytics, update course pricing and content, manage communities, and retrieve enrollment summaries for your creator school.

Kajabi knowledge commerce platform MCP — query product and course data, retrieve member activity and progress, access pipeline funnel analytics, manage email broadcasts, monitor subscription metrics, and surface revenue insights from your Kajabi business.

LearnWorlds LMS MCP — manage courses and learning paths, query learner progress and quiz scores, retrieve sales and revenue data, access interactive video analytics, manage certificates, and monitor community engagement in your online school.

BookStack open-source documentation platform MCP — search and read pages across books and chapters, create and update content, manage shelves and book hierarchies, retrieve page history and attachments, and query your self-hosted wiki for AI-assisted knowledge retrieval.

Tettra internal knowledge management MCP — search company wiki pages, retrieve procedure and policy documents, query Q&A entries, manage categories and suggested edits, and surface institutional knowledge from your Tettra workspace for AI-powered team assistance.

Slite async team knowledge base MCP — search and retrieve documentation, create and update notes, manage channel hierarchies, query recently edited documents, access templates, and embed company knowledge into AI workflows for faster team onboarding.

Podia digital storefront MCP — manage courses, digital downloads, and webinars, query customer purchase history, retrieve email campaign analytics, access membership subscription data, and monitor revenue metrics across your Podia creator business.

Tally free form builder MCP — retrieve form submissions, query response data, manage form fields and logic, access analytics on completion rates, list workspaces and forms, and process structured survey data for AI-powered analysis and automation.

JotForm online form builder MCP — retrieve form submissions and response data, manage form templates, query analytics and completion statistics, access payment submission records, list forms across workspaces, and automate data extraction from structured forms.

LegalContext MCP server bridges Clio practice management and Claude Desktop — access matters, contacts, documents, tasks, calendar, and billing records from Clio. Secure bridge for law firms to use AI without leaving case data in third-party systems.

Microsoft 365 MCP server via Graph API — read and send emails, manage calendar events, access SharePoint documents, query OneDrive files, read Teams messages, and interact with Excel/Word documents. Full Microsoft 365 suite in your AI assistant.

Community Odoo ERP MCP server by ivnvxd — AI assistants interact with Odoo via standardized resources and tools. List models, read records, search with domain filters, create and update records, and execute server actions across Odoo 16/17/18.

Official MCP server for Microsoft Dev Box. Enable natural language interactions for developer-focused operations — manage Dev Boxes, configure environments, handle pools, start/stop/create/delete dev environments, and access development portal APIs.

MCP server for CastHub digital signage platform. Control TVs, manage presentations, configure display schedules, trigger emergency alerts, and update content across screen networks via AI. Manage multi-location digital signage fleets from Claude and other AI agents.

MCP server for Statsig feature flagging, A/B testing, and product analytics. Query experiment results, feature gate configurations, metric definitions, and pulse analytics via Statsig Console API. Automate experiment management and retrieve statistical significance data for AI-driven product decisions.

MCP server for Split.io feature delivery platform. Manage feature flags, rollout rules, targeting configurations, and experimentation via Split's REST API. Query treatment assignments, monitor impression data, and automate feature lifecycle management for AI-assisted product development.

Full Todoist integration via MCP. Create, update, and complete tasks, manage projects and sections, set due dates and priorities, and handle recurring tasks. Sync with your Todoist workspace from any AI assistant.

Work management via Monday.com's API. Query boards, create and update items, manage subitems, move items between columns, and run automations. Interact with your Monday.com workspace directly from your AI assistant.

Open-source project management via Plane's API. Create and track issues, manage cycles and modules, organize projects, and run agile sprints. Self-hostable alternative to Jira with full MCP integration.

Enterprise work management via Wrike's API. Manage tasks, projects, folders, and timelines. Update task statuses, assign work, track time, generate reports, and coordinate cross-functional projects from AI assistants.

AI-powered calendar scheduling and time blocking via Reclaim. Automatically schedule tasks, protect focus time, manage habits, and find meeting times. Optimize your calendar with AI-driven scheduling intelligence.

Headless CMS content management via Sanity's APIs. Query documents with GROQ, create and patch content, manage assets, deploy studio configurations, and automate content operations across Sanity datasets.

Publishing and membership management via Ghost's Admin API. Create and publish posts, manage member subscriptions, handle newsletters, and query content analytics. Full Ghost CMS automation for indie publishers.

Interactive design and CMS via Framer's API. Manage CMS collections and items, publish site changes, and automate content updates in Framer websites. Ideal for marketing teams maintaining Framer-built sites with AI assistance.

Project management and team communication via Basecamp's API. Manage to-dos, schedules, messages, and documents across Basecamp projects. Automate project updates and coordinate team work from your AI assistant.

Client project management via Teamwork's API. Create tasks, milestones, and time logs. Track project progress, manage client billing, handle invoices, and coordinate team assignments across client-facing projects.

AI-powered task and calendar management via Motion's API. Automatically schedule tasks based on deadlines and priorities, manage your calendar, and let AI optimize your work schedule to maximize productivity.

Cin7 connected inventory management via MCP. Sync stock levels across warehouse locations, process purchase orders, manage product variants, run inventory adjustments, and integrate B2B and direct-to-consumer sales channels. Supports Cin7 Core and Cin7 Omni editions via REST API.

Brightpearl retail operations platform via MCP. Manage orders, inventory, and fulfillment across Shopify, Amazon, eBay, and brick-and-mortar channels. Process returns, update stock levels, create purchase orders to suppliers, and run demand forecasting reports from your AI assistant.

DEAR Inventory (Cin7 Core) ERP via MCP. Create and manage sales orders, purchase orders, and production runs. Update product data, track batch and serial numbers, manage multi-location warehouses, and generate inventory valuation reports. Supports B2B and wholesale operations.

Olo restaurant digital ordering platform via MCP. Manage menu items, pricing, and availability across delivery, pickup, and drive-through channels. Process orders, handle modifiers, update restaurant hours, and integrate with third-party delivery networks like DoorDash Drive and Uber Direct.

FieldAware field service management via MCP. Schedule and dispatch technician jobs, track real-time job status and GPS location, manage work orders, capture field notes and photos, process parts inventory, and generate customer invoices from completed service calls.

TimeSolv legal billing and time tracking via MCP. Create time entries and expense records, generate client invoices, track matter budgets, run billing reports, and manage trust account balances. Designed for law firms, consultants, and professional services billing via LEDES format.

Bill4Time time billing and invoicing via MCP. Log billable and non-billable time, create client invoices, apply retainer payments, track outstanding AR, and generate billing reports by attorney, matter, or client. Used by law firms and professional services for UTBMS task-based billing.

OnPay small business payroll via MCP. Run payroll, manage employee compensation and deductions, process contractor payments, access pay stubs, generate payroll tax filings, and sync payroll data to QuickBooks or Xero. Designed for small businesses with 1-500 employees.

Patriot Software payroll and accounting via MCP. Process employee payroll, manage tax withholdings and filings, generate W-2s and 1099s, track paid time off accruals, and sync payroll transactions to the built-in accounting module. Affordable payroll for US small businesses.

Propertyware single-family rental management via MCP. Manage properties, tenants, and leases. Process maintenance requests, post rent payments, generate owner statements, run vacancy reports, and track rental property financials. Built for single-family rental portfolio operators.

Rent Manager property management via MCP. Manage residential and commercial tenants, process rent payments and late fees, track maintenance work orders, generate financial reports, and handle CAM reconciliations. Full accounting integration for multi-unit property management companies.

Re-Leased commercial property management via MCP. Manage commercial leases, tenant contacts, and property portfolios. Automate rent reviews, track lease expiry dates, generate owner reports, and sync property data to Xero or QuickBooks. Cloud-native platform for commercial landlords.

Mariana Tek boutique fitness studio management via MCP. Manage class schedules, client bookings, and membership plans. Process payments, track instructor payroll, run retention reports, and integrate with marketing automation. Powers boutique studios across cycling, yoga, pilates, and HIIT brands.

Zen Planner martial arts and fitness studio software via MCP. Manage members, belt rank progressions, class attendance, and billing. Schedule classes and appointments, process membership payments, generate retention and revenue reports, and track student skill assessments.

IBM Business Automation Workflow (BAW) integration via MCP. Connect AI agents to IBM BAW process management, automate business workflows, query process instances and task lists, manage case management, and integrate AI into enterprise BPM workflows.

LibreOffice suite MCP server. Create and manipulate Writer, Calc, Impress, and Draw documents locally using the LibreOffice UNO API bridge.

Microsoft Word DOCX processing MCP server using python-docx. Read, create, and edit Word documents, headers, tables, and styles programmatically.

Excel and OpenDocument spreadsheet MCP server using openpyxl. Read, write, and manipulate .xlsx workbooks, charts, pivot tables, and named ranges.

AI-powered court filing and calendar management MCP server. Track case deadlines, hearings, and docket entries across multiple US federal and state court systems.

Harvest time tracking and invoicing MCP server. Log time entries, manage projects, run expense reports, and generate invoices via the Harvest API.

Clockify free time tracker MCP server. Track time, manage workspaces and projects, review reports, and sync timesheets via the Clockify API.

Help Scout customer support platform MCP server. Manage conversations, customers, mailboxes, and workflows through the Help Scout Mailbox API.

Budibase low-code platform MCP server. Build and query internal tools, manage data sources, automate workflows, and interact with your self-hosted or cloud Budibase apps.

Tally.so form builder MCP server. Create and manage forms, query submissions, filter responses, and export form data. Free Typeform alternative with full API access.

Fillout form builder MCP server. Build powerful forms, quizzes, and surveys. Query responses, filter submissions, manage integrations with Notion, Airtable, and more.

Formbricks open-source survey and feedback MCP server. Create in-app micro-surveys, NPS scores, and link surveys. Query responses and manage your self-hosted Formbricks instance.

Omnivore read-it-later MCP server. Save and search articles, manage labels, query highlights and notes, and interact with your reading library using Omnivore's GraphQL API.

Microsoft Loop collaborative workspace MCP server. Create and manage Loop pages, workspaces, and components. Sync content with Teams, Outlook, and Planner.

Wallabag self-hosted read-it-later MCP server. Save articles, manage entries, add tags and annotations, and sync with your Wallabag instance — full data ownership, no vendor lock-in.

HeyForm open-source form builder MCP server. Create conversational forms, query responses, manage form logic and conditions, and integrate with 40+ tools via native connections.

Integrate with Aderant law firm practice management — billing, matter management, time entry, financial reporting, and client data access.

Connect to Smokeball law practice management software — matter management, document automation, time tracking, billing, and client communication.

Integrate with Litera legal document management — document comparison, proofreading, metadata scrubbing, and contract lifecycle management via Litera API.

Code-coupled documentation platform. Keep docs automatically synced with code changes and access them via AI.

Turn Notion pages into fast, SEO-friendly websites. Manage site content, pages, and settings via API.

Collaborative workflow automation platform. Build, run, and manage multi-step automations with human-in-the-loop steps.

Greenhouse recruiting platform — manage job postings, candidates, applications, interviews, and hiring pipelines.

Rippling workforce management — access employee data, payroll, benefits, and HR workflows via MCP.

ShipStation shipping management — create labels, track shipments, manage orders across carriers and storefronts.

EasyPost shipping API — compare carrier rates, create shipments, generate labels, and track packages.

Akeneo Product Information Management (PIM) API — centralize and enrich product data, manage catalogs, sync attributes, and distribute product content across channels. Supports Akeneo Community and Enterprise editions.

Attio modern CRM API — manage contacts, companies, deals, and custom objects with a flexible data model. Query relationship timelines, automate workflows, build custom lists, and sync enriched contact data for AI-assisted sales operations.

Close CRM (close.io) API for inside sales — manage leads, contacts, opportunities, and activities. Log calls, emails, and SMS from within AI conversations. Query pipeline metrics, sequence performance, and sales activity reports.

Govee developer API for smart home devices — control LED lights, bulbs, smart plugs, and climate sensors. Query device states, set scenes, adjust color temperature, and automate lighting schedules via Govee Open API.

SONOFF eWeLink Smart Home API — control SONOFF switches, sensors, thermostats, and cameras. Query device status, toggle relays, set schedules, manage scenes, and automate home via eWeLink cloud API or LAN control mode.

Linnworks inventory and order management API — centralize orders across Amazon, eBay, Shopify, and 30+ channels. Manage stock levels, locations, purchase orders, supplier data, and fulfillment workflows from a single MCP interface.

Extensiv (formerly Skubana) order and inventory management API — automate multichannel order routing, 3PL integrations, warehouse operations, and replenishment. Query inventory health metrics and fulfillment performance across channels.

DocuSign eSignature API — send envelopes, track signing status, retrieve signed documents, and manage templates from AI assistants.

Ironclad contract lifecycle management — create, review, negotiate, and track contracts through the Ironclad CLM platform API.

Claude-powered MCP agent for smart warehouse systems and supply chain management with inventory tracking and logistics automation.

HR and payroll MCP server with tools for employee data management, absence tracking, payroll integration, and time management.

Send, track, and manage e-signatures and document workflows using Adobe Acrobat Sign API.

Query BambooHR for employee data, PTO balances, org charts, and HR reporting through natural language.

Connect to HiBob HR platform for people data, org structure, time-off management, and workforce insights.

Legal practice management for law firms — manage cases, clients, time tracking, billing, and documents via AI.

Manage Pipedrive sales pipeline, deals, contacts, and activities with natural language queries and updates.

Create, update, and query monday.com boards, items, and automations for project and work management.

Full ClickUp integration — manage tasks, spaces, lists, docs, goals, and time tracking through AI.

Interact with Podio for flexible work management — apps, tasks, conversations, and workflow automations.

Manage Zoho Projects for task tracking, milestones, timesheets, and team collaboration through AI.

Integrate USPS APIs for address validation, shipping rate calculation, package tracking, and label generation via AI agents.

Access Vend (Lightspeed) point-of-sale for inventory management, sales data, customer records, and multi-store reporting via AI.

Integrate with WeChat Work/WeCom for enterprise messaging, approval workflows, HR management, and customer contact in Chinese business environments.

Connect to Feishu (Lark) for messaging, docs, calendar, task management, and bots in ByteDance's enterprise collaboration platform.

Interact with ERPNext for accounting, inventory, HR, CRM, manufacturing, and project management in this open-source ERP through AI.

Access Ancestry genealogy records, family trees, historical documents, and DNA match data through AI for family history research.

Query the FamilySearch free genealogy platform with 8 billion records — birth, marriage, death certificates, census data, and family trees.

Connect to MyHeritage for genealogy research, DNA ethnicity estimates, smart matches across 53 million family trees, and historical photo enhancement.

Integrate with Tekion's cloud-native automotive retail platform for DMS workflows, sales, service, and F&I operations at car dealerships.

Connect to DealerSocket DMS for automotive dealer operations, CRM, inventory management, desking, and service scheduling.

Manage nonprofit relationships, donations, memberships, events, and fundraising campaigns through Neon CRM's API with AI assistance.

Access Kindful's nonprofit CRM for donor management, gift processing, campaign tracking, and volunteer coordination via AI.

Connect to Virtuous responsive fundraising CRM for donor journeys, major gift cultivation, recurring giving, and impact reporting at nonprofits.

Integrate with Dentrix dental practice management software for patient scheduling, treatment planning, billing, and insurance verification.

Access Patterson Dental's Eaglesoft practice management system for patient records, clinical charting, treatment history, and insurance claims.

Connect to Open Dental open-source dental practice management software for appointments, billing, clinical notes, and lab orders.

Integrate with Brightwheel childcare management platform for attendance, billing, daily reports, parent communication, and staff scheduling.

Access Procare childcare management software for child records, attendance tracking, tuition billing, parent portal, and staff management.

Control openHAB open-source home automation hub for integrating hundreds of smart home devices, rules, scenes, and automation scripts via AI.

Integrate with Loxone home automation Miniserver for lighting, blinds, HVAC, security, energy, and audio-visual control via AI conversations.

Control tado° smart thermostat and AC systems for zone-by-zone temperature management, geofencing, presence detection, and energy savings reporting.

Convert what3words 3-word addresses to GPS coordinates and vice versa for precise location delivery, emergency services, and last-mile logistics.

Use Baserow open-source no-code database platform for table management, row operations, field configuration, and webhook integration via AI.

Integrate with Plasmic headless CMS and page builder for content management, component publishing, and design token management across sites.

Access Hubstaff for employee time tracking, GPS location monitoring, activity screenshots, project budgets, and payroll export for remote teams.

Use Time Doctor's workforce analytics platform for work session tracking, website monitoring, productivity scoring, and payroll integration.

Access Network for Good's nonprofit fundraising and donor management platform for campaigns, recurring gifts, event registration, and email marketing.

Use Salsa Labs digital advocacy and fundraising platform for donor CRM, email campaigns, online petitions, and peer-to-peer fundraising at nonprofits.

Connect to Curve Dental cloud-based practice management software for patient scheduling, charting, imaging, and analytics for dental practices.

Access Resy restaurant reservation platform for table availability, booking management, guest notes, waitlist management, and dining analytics.

Integrate with SevenRooms hospitality platform for reservation management, guest profiles, CRM, marketing automation, and loyalty programs at restaurants and hotels.

Connect to Epic Electronic Health Records via FHIR APIs for patient data, clinical workflows, scheduling, and care coordination in HIPAA-compliant environments.

Integrate with Clio legal practice management software for matter management, time tracking, billing, document management, and client communication workflows.

Connect to Infor CloudSuite industrial ERP for manufacturing, supply chain, financial management, and HR workflows via Infor OS and ION APIs.

Access Duolingo API for language learning progress tracking, streak management, leaderboard data, and course content discovery for language learners.

Connect to Trimble Ag Software for field mapping, soil sampling, spray records, nutrient management plans, and precision ag data across farm management platforms.

Open-source farm management integration via farmOS API for logs, assets, plans, and observations. Supports crop records, livestock tracking, and equipment management.

Connect to 30+ vehicle brands via Smartcar API for odometer, fuel level, battery state, location, lock/unlock, charge scheduling, and EV range for connected car applications.

Integrate Greenhouse applicant tracking system for job postings, candidate pipelines, interview scheduling, offer management, and recruiting analytics via Harvest API.

Access Lever recruiting platform APIs for opportunity management, candidate profiles, interview feedback, pipeline reporting, and sourcing analytics for talent acquisition teams.

Real-time supply chain visibility platform with AI-powered ETAs, carrier tracking, shipment exceptions, and dynamic yard management for logistics operations.

Connect to E2open supply chain network for demand sensing, supply planning, global trade compliance, logistics orchestration, and channel data management.

Integrate with Manhattan Associates Active Warehouse Management System for inventory control, order fulfillment, labor management, and yard operations in distribution centers.

Connect to Vena complete planning platform built on Excel for budgeting, forecasting, financial reporting, HR workforce planning, and revenue operations workflows.

Integrate with Icertis Contract Intelligence platform for contract authoring, clause libraries, obligation tracking, risk scoring, and AI-powered contract analysis at scale.

Connect to Agiloft contract lifecycle management for automated contract workflows, AI contract review, obligation management, approval routing, and audit trails.

Access ContractPodAi legal platform for AI-assisted contract review, extraction, risk flagging, obligation tracking, and legal workflow automation for in-house teams.

Integrate with Conga revenue lifecycle management for CPQ, contract management, document generation, and e-signature workflows tightly integrated with Salesforce CRM.

Integrate Autodesk Construction Cloud (formerly BIM 360) for project management, BIM coordination, document control, quality/safety inspections, and RFI/submittal workflows.

Connect to Fieldwire field management platform for task management, blueprints, punch lists, inspections, and report generation for construction teams on-site.

Integrate Egnyte cloud content management for construction and life sciences — document management, version control, project collaboration, permissions, and compliance workflows.

Access Schoology K-12 learning management system for course management, assignment grading, student engagement analytics, parent communication, and curriculum alignment.

Manage Stripe subscription billing, proration, metered usage, invoicing, payment failures, dunning workflows, and revenue recognition — deeper than basic Stripe MCP.

Interface with Z-Wave mesh network devices via Z-Wave JS — door locks, motion sensors, dimmers, garage openers, water leak detectors, and home automation scenes.

Manage DocuSign envelopes, templates, recipients, bulk sends, embedded signing, webhook events, and eSignature analytics — beyond basic DocuSign MCP integrations.

Manage Google Classroom courses, assignments, announcements, rosters, grades, and student submissions — automate grading workflows and learning analytics.

Create branded content with Adobe Express API — generate social graphics, flyers, banners, and presentations using templates, brand kits, stock assets, and AI-powered design features.

Integrate Canva Connect API for programmatic design creation, template management, brand kit access, asset uploads, and publishing designs to multiple channels from AI workflows.

Generate and edit videos with Pika 2.0 API — text-to-video, image-to-video, video-to-video transformation, motion effects, and scene generation for creative and marketing workflows.

Integrate Totango SuccessBlox for account health monitoring, customer journey orchestration, success plays automation, and real-time churn prediction with usage data correlation.

Connect ChurnZero for SaaS customer health tracking, in-app communication triggers, NPS collection, renewal forecasting, and automated customer success playbook execution.

Access Vitally platform for customer success metrics, account scoring, task automation, health dashboards, and CSM workflow management across your B2B customer base.

Manage Twist async communication channels — post to threads, search conversations, manage workspaces, and integrate threaded discussions into AI-powered team workflow automation.

Integrate Lark/Feishu collaboration suite — send messages, manage documents, access spreadsheets, create calendar events, handle approvals, and automate workflows across the Lark ecosystem.

Connect to self-hosted Rocket.Chat for real-time messaging, channel management, user administration, webhook integrations, and omnichannel customer support automation.

Integrate self-hosted Mattermost for secure team messaging, post management, channel operations, file sharing, webhooks, and compliance-grade collaboration automation.

Manage Okta identity platform — user lifecycle, group management, app assignments, SSO configuration, MFA policy management, and identity governance workflows via Okta Management API.

Administer Auth0 tenants — manage users, roles, permissions, applications, APIs, rules/actions, log streams, and tenant configuration via Auth0 Management API.

Manage Microsoft Entra ID (Azure Active Directory) — users, groups, app registrations, service principals, conditional access policies, and directory role assignments via Microsoft Graph API.

Access and manage SharePoint sites, document libraries, lists, pages, and permissions via Microsoft Graph API — enable AI-powered document retrieval and content management workflows.

Manage Atlassian Confluence Cloud — create and update pages, search spaces, manage comments, retrieve page hierarchies, and integrate wiki knowledge into AI-powered workflows.

Access Zendesk Sunshine Platform for custom objects, relationships, events, and unified customer profiles — deeper than standard Zendesk MCP, enables CRM-grade customer 360 views.

Manage DigitalOcean infrastructure — Droplets, Kubernetes clusters, databases, spaces (S3-compatible), load balancers, firewalls, and domain management via DigitalOcean API.

Deploy and manage applications on Fly.io — app lifecycle, machine management, volumes, secrets, certificates, Postgres database clusters, and global deployment configuration.

Deploy and manage Railway projects — services, databases, environment variables, deployments, networking, volumes, and template provisioning via Railway API.

Run and manage Playwright end-to-end tests on Microsoft's cloud infrastructure — trigger test runs, retrieve results, manage test projects, and integrate browser testing into CI/CD pipelines.

Run cross-browser and device tests on BrowserStack — launch Selenium/Playwright sessions, retrieve test results, manage app testing, and access Automate and App Automate reporting.

Access Sauce Labs real device cloud and virtual machine grid for automated browser testing, mobile app testing, visual testing, and cross-platform test execution at scale.

Integrate Square commerce APIs for payment processing, inventory management, order fulfillment, customer directory, loyalty programs, and retail analytics across online and in-person channels.

Automate Chargebee subscription lifecycle — plans, addons, coupons, customer billing, invoice generation, payment retries, revenue recognition, and subscription analytics reporting.

Integrate Twilio Verify for phone verification flows, OTP delivery (SMS/WhatsApp/email/TOTP), fraud detection, silent network auth, and multi-factor authentication management.

Build in-app messaging with Sendbird — manage channels, users, messages, moderation, AI chatbot integration, push notifications, and analytics for chat-enabled applications.

Interact with Mastodon and ActivityPub federated social networks — post toots, read timelines, manage followers, search federated content, and monitor mentions across the Fediverse.

Connect to Meta Threads API for publishing posts, reading threads, managing replies, fetching insights, and automating content workflows on the text-based social platform.

Interact with Lemmy federated link aggregator communities — read and post to communities, manage subscriptions, search federated instances, and monitor trending content across the Fediverse.

Manage files and content in Box via API — upload and download files, search content, manage folders, set permissions, generate shared links, and trigger Box Skills workflows for enterprise document management.

Access Dropbox file storage and collaboration features via API — upload, download, list, share, and organize files; manage Dropbox Paper docs; handle team folders and permissions programmatically.

Interact with Alfresco Content Services (ECM) via REST API — manage document repositories, apply metadata and workflows, search content with CMIS, and automate records management for enterprise environments.

Integrate Loom video messaging API — retrieve video metadata, manage libraries, read transcripts, generate summaries, share videos, and embed async video content into AI-driven communication workflows.

Access Vidyard video platform API for sales and marketing — retrieve viewer analytics, manage video libraries, personalize video content, track engagement heatmaps, and integrate with CRM workflows.

Manage video subscription businesses via Uscreen API — handle memberships, video catalog, subscriber analytics, monetization tiers, live streaming events, and community features for OTT platforms.

Access Infobip omnichannel communications platform — send and receive SMS, WhatsApp Business, RCS, email, voice calls, and push notifications via unified API for customer engagement workflows.

Integrate Kaleyra cloud communications API for SMS, voice, WhatsApp, and video — transactional messaging, OTP delivery, IVR flows, click-to-call, and chatbot integrations for enterprise customer communications.

Send SMS, MMS, email, voice, fax, and direct mail via ClickSend API — transactional messaging, bulk campaigns, delivery tracking, and contact list management for business communications automation.

Manage spa and salon operations via Zenoti API — handle appointment booking, client profiles, service menus, staff scheduling, inventory, membership billing, and multi-location analytics.

Access Vagaro salon and spa management platform via API — manage bookings, client records, staff schedules, service catalog, point-of-sale transactions, and marketing campaigns for beauty businesses.

Integrate Fresha (formerly Shedul) booking platform for salons and spas — manage appointment scheduling, client communications, staff rotas, product inventory, and payment processing via REST API.

Manage WordPress sites via REST API — create and edit posts, pages, and custom post types; manage media, taxonomies, users, and plugins; run WooCommerce queries; and automate content publishing workflows.

Manage Contentful headless CMS via Content Management API — create and update entries, manage content types, handle assets, publish content, run GraphQL queries, and automate localization workflows.

Integrate with Craft CMS headless content platform — query entries, assets, and categories via GraphQL or Element API, manage sections and fields, trigger content deployments, and sync multi-site configurations.

Access Statamic flat-file and database CMS — fetch collections, taxonomies, globals, and assets via REST API, manage users and roles, trigger static site generation, and interact with blueprints and fieldsets.

Interface with Drupal CMS via JSON:API and REST — query nodes, taxonomy terms, media, and users, manage content types and fields, handle multilingual content, and orchestrate Drupal workflows programmatically.

Manage Google Calendar events and schedules — create, update, and delete events, check free/busy times, manage multiple calendars, send invites, set reminders, and query attendee availability across organization accounts.

Create and manage Google Forms — build surveys with various question types, retrieve form responses and statistics, update form settings, manage quizzes with grading, and export response data to Sheets or BigQuery.

Automate Google Slides presentations — create and edit slides, add text, images, shapes, and charts, apply themes and layouts, export to PDF or PowerPoint, and batch-generate decks from structured data sources.

Interact with TYPO3 enterprise CMS via REST API — query pages, content elements, and file references, manage backend users and permissions, trigger cache flushes, handle multi-language content trees, and run Extbase tasks.

Connect to IFS Cloud ERP for aerospace, defense, and field service industries — query work orders, maintenance schedules, project milestones, and inventory transactions via IFS REST APIs, manage asset lifecycle events and financial consolidation.

Interface with JAGGAER (formerly SciQuest) procurement platform — query RFx events, supplier performance scores, contract milestones, and spend analytics, manage sourcing events and approval workflows, and pull catalog and PO compliance data.

Control Z-Wave smart home devices via Z-Wave JS — query node values and device classes, set switches, dimmers, and thermostats, manage inclusion and exclusion of new devices, read association groups, and monitor Z-Wave network health and mesh topology.

Connect to Practice Fusion cloud EHR — query patient demographics, SOAP notes, problem lists, medications, lab results, and immunization records via FHIR R4 API, manage appointment scheduling, handle e-prescribing workflows, and retrieve billing encounter data.

Connect to Modernizing Medicine specialty EHR (EMA) — query patient encounters, procedure notes, diagnosis codes, treatment plans, and outcomes data via REST API, manage appointment workflows for dermatology, ophthalmology, and orthopedics practices.

Access Filevine legal case management platform — query matters, contacts, tasks, documents, and time entries via Filevine API, manage deadlines and statute of limitations trackers, retrieve medical record summaries, and export settlement negotiation data.

Access Remote.com global employment platform — query employee profiles, employment contracts, payroll runs, time-off requests, and expense reports across 170+ countries via Remote API, manage contractor onboarding, retrieve compliance documents, and pull global payroll analytics.

Contract lifecycle management via DocuSign CLM — initiate document workflows, retrieve contract metadata and clause libraries, manage approval stages, track obligation milestones, pull contract risk analytics, and query counterparty records via DocuSign CLM REST API.

Manage global employment and contractor operations via Remote.com — onboard employees in 100+ countries, retrieve employment contracts and benefits packages, query payroll runs and pay slips, manage time-off requests and approvals, access expense reports, retrieve equity grant records, manage country-specific compliance requirements, and query employment cost estimates via the Remote API.

Manage global distributed teams via Oyster HR — hire and onboard employees and contractors in 180+ countries, query employment agreements and compliance checklists, retrieve payroll and invoice data, manage time-off policies and balances, access country employment guides, retrieve employer cost breakdowns, manage equity and benefits, and query onboarding task status via the Oyster REST API.

Manage workforce operations via UKG Pro and UKG Ready — query employee records and org structures, retrieve payroll summaries and deductions, manage time and attendance data, access scheduling and shift records, retrieve performance and compensation history, manage benefits enrollment and open enrollment, query HR service case data, and access workforce analytics via UKG REST APIs.

Access workforce management data via Kronos Workforce Central and Dimensions — query employee timecards and accrual balances, retrieve schedule assignments and coverage data, manage time-off requests and approvals, access payroll integration exports, retrieve workforce analytics reports, manage labor cost allocations, query employee accrual totals, and configure scheduling rules via Kronos REST APIs.

Manage HR and benefits via TriNet professional employer organization — query employee records and benefits elections, retrieve payroll summaries and deductions, access workers compensation and risk management data, manage open enrollment workflows, retrieve COBRA administration records, access HR compliance reporting, manage 401(k) and FSA enrollment, and query HR service cases via the TriNet REST API.

Access HR, payroll, and benefits data via Insperity — query employee records and compensation history, retrieve payroll register and tax filing data, manage benefits administration and open enrollment, access performance management records, retrieve training completion and certification data, manage HR compliance workflows, access time and attendance summaries, and query hiring pipeline data via Insperity APIs.

Hire and pay global employees and contractors via Multiplier — onboard talent in 150+ countries, manage employment contracts and local compliance, retrieve payroll runs and payslip data, access benefits packages by country, query expense reimbursement requests, manage equity grant records, retrieve visa and work permit status, and access employer cost breakdowns via the Multiplier REST API.

Manage global hiring and payroll via Skuad — hire employees and contractors across 160+ countries, query country-specific employment and tax compliance data, retrieve payroll processing status and pay records, manage contractor invoices and approvals, access IP protection and contract templates, retrieve equipment provisioning records, query cost-of-hire estimates, and manage HR documentation via the Skuad API.

Manage localization projects and translations via the Lokalise API — upload and download translation files, manage keys and translations across locales, trigger automated workflows, assign translation tasks, retrieve glossary terms, manage team members, and monitor project progress and completion rates.

Streamline localization workflows with the Crowdin API — manage translation projects and strings, upload source files, retrieve translated content, trigger machine translation builds, manage contributors and translation memory, query glossaries, and monitor project progress across all target languages.

Enterprise translation management via Smartling API — submit content for translation, track job status and word counts, retrieve translated strings and files, manage translation workflows and review queues, access glossary and style guide data, and monitor translation quality scores.

Translation management system integration via Phrase TMS API — manage projects, jobs, and translation memories, upload source files and download completed translations, query term bases and glossaries, assign linguists and manage workflows, retrieve quality assurance reports, and monitor cost and delivery metrics.

Open-source localization platform access via Weblate REST API — manage translation components and strings, retrieve untranslated content, commit and push translations, query translation statistics and suggestions, manage user contributions, trigger automatic translation using machine translation backends, and monitor repository sync status.

Developer-friendly localization via Tolgee API — manage translation keys and their values across multiple languages, upload and export translation files in various formats, trigger machine translation suggestions, manage screenshots and context for translators, access project statistics, and integrate with CI/CD pipelines for automated translation delivery.

Digital asset management via the Bynder API — search and retrieve media assets by metadata, tags, and collections, upload new assets and manage derivatives, update asset metadata and custom fields, manage brand guidelines and templates, retrieve asset usage analytics, control access permissions, and integrate with creative workflows and external publishing channels.

Access and manage digital assets via the Canto API — search assets by keyword, metadata, and smart tags, download assets and their variants, upload and organize content into albums, update metadata and approval status, share assets via public links, retrieve usage and download analytics, and manage user permissions across brand portals.

Enterprise digital asset management via Acquia DAM API — search and retrieve assets with advanced metadata filtering, download files and request CDN delivery URLs, upload assets and update metadata, manage portals and collections, track asset usage across channels, automate approval workflows, and synchronize assets with CMS and e-commerce platforms.

Privacy compliance management via TrustArc API — manage consent records and data subject request workflows, retrieve privacy assessment status and findings, manage cookie consent banners and opt-out preferences, access data inventory and processing activity records, track regulatory compliance across GDPR, CCPA, and other frameworks, manage vendor risk assessments, and generate privacy compliance reports.

Construction document management via Bluebeam Studio API — manage Studio Sessions and project participants, access and annotate PDF construction documents, retrieve markup summaries and RFI comments, manage punch lists and issue tracking, sync document revisions, retrieve session activity logs and audit trails, manage permissions for project collaborators, and integrate with Procore and other construction platforms.

Construction project management via Autodesk Construction Cloud API — access BIM 360 and ACC project data, retrieve RFIs, submittals, and issues, manage document control and sheet sets, query cost management data and budget tracking, access model coordination and clash detection results, retrieve daily logs and progress reports, manage project members and permissions, and integrate with Procore and scheduling tools.

Connect to Harvey AI for legal research, contract analysis, and drafting — perform due diligence document review, generate legal memos and briefs, analyze regulatory requirements, extract key clauses from agreements, identify risks in contracts, and accelerate legal workflows across practice areas including M&A, litigation, and compliance.

Integrate Luminance AI-powered contract lifecycle management — review and negotiate contracts using legal AI, auto-redline agreements against preferred positions, manage contract repositories, track obligation deadlines, identify anomalous clauses, and run playbook-based review workflows for NDAs, MSAs, and other commercial agreements.

Accelerate contract drafting and review with Spellbook — draft contract clauses from scratch, review agreements against standard playbooks, suggest missing provisions, flag aggressive terms, generate redlines, compare against market standards, and automate routine contract tasks across NDAs, service agreements, and employment contracts.

Streamline e-discovery workflows via the Logikcull API — upload and process document collections, run keyword and concept searches across custodian data, apply review tags and privilege designations, generate production sets, track review progress and analytics, manage litigation hold notifications, and export documents for legal proceedings.

Automate legal document creation and business formation via the LegalZoom API — generate LLC operating agreements, articles of incorporation, and business formation documents; create wills, trusts, and estate planning documents; file trademark applications; draft NDAs and contracts; and track the status of legal filings and business registrations.

Create and manage legal documents via Rocket Lawyer — generate customized legal agreements from templates, create business contracts and HR documents, draft real estate forms and notices, access attorney Q&A and on-call legal advice, manage document signing workflows, and track the status of legal documents and active memberships.

Access the LawTrades legal talent marketplace — post legal projects and in-house counsel positions, search and vet freelance attorneys and legal professionals, manage contract legal work engagements, track time and billing for legal services, review attorney profiles and credentials, and coordinate legal project workflows with on-demand legal talent.

Orchestrate remote online notarization workflows via DocuSign Notary — initiate RON sessions, invite signers and notaries, manage identity verification steps, track notarization status in real time, retrieve completed notarized documents with tamper-evident seals, and integrate notarization into broader DocuSign eSignature agreement workflows.

Integrate with ModMed specialty-specific EHR workflows — access patient records and clinical notes, manage appointment scheduling and check-in workflows, retrieve e-prescribing and medication management data, query procedure documentation and billing codes, access specialty-specific templates for dermatology, ophthalmology, and orthopedics, and sync practice analytics.

Access WebMD Health Services wellness and engagement platform APIs — retrieve health risk assessment data and population health insights, manage wellness program enrollment and incentive tracking, access evidence-based health content and condition management resources, query biometric screening results, and integrate digital health coaching workflows for employee wellness programs.

Integrate with Zocdoc appointment booking and provider data — search available healthcare providers by specialty, insurance accepted, and location; check real-time appointment availability; book and manage patient appointments; retrieve provider profiles, credentials, and patient reviews; access telehealth scheduling options and appointment reminders for healthcare platform integrations.

Control Apple HomeKit-connected devices via the HomeKit Accessory Protocol — manage lights, locks, thermostats, sensors, cameras, and smart plugs; create and trigger automations and scenes; query device status and sensor readings; control room and zone groupings; manage HomeKit homes and accessories via the Eve for HomeKit or Home Manager bridge.

Control Google Home devices and smart home ecosystems via the Google Home API — manage Google Nest thermostats, cameras, doorbells, and smart speakers; control Matter and Google-compatible devices; retrieve sensor data and device states; trigger routines and automations; manage home and room structures; and integrate smart home control into conversational workflows.

Control Leviton Decora Smart Wi-Fi devices via the My Leviton API — manage smart switches, dimmers, outlets, and fan controllers; create and trigger scenes; set schedules and timer automations; monitor energy usage on smart plugs; control individual devices and room groups; and integrate Leviton lighting control into smart home automation workflows.

Integrate with the Alexa Smart Home Skill API — control Alexa-compatible lights, locks, thermostats, cameras, and sensors; trigger Alexa routines; manage device discovery and authorization via Login with Amazon; send proactive state change events; query device state and capability reports; and build Alexa skill backends that control smart home devices via natural language.

Control Aqara smart home devices via the Aqara Open Platform API — manage Aqara hubs, sensors, smart locks, cameras, curtain controllers, and climate devices; query sensor readings for temperature, humidity, motion, and contact; trigger automations and scenes; control Zigbee sub-devices through Aqara hubs; and integrate Aqara with multi-platform smart home workflows.

Control SwitchBot smart home devices via the SwitchBot API — manage Bot switches, Curtain controllers, Color Bulbs, Plug Mini, Meter temperature and humidity sensors, Hub Mini, Lock, and Blind Tilt devices; query device status and sensor readings; trigger scenes and automations; control physical switches remotely; and integrate SwitchBot into comprehensive home automation workflows.

Control Yeelight smart lighting via the Yeelight API — manage color bulbs, LED strips, ceiling lights, and floor lamps; set color temperature and brightness; trigger music flow and colorful effects; configure schedules and sleep timers; control light groups and scenes; integrate with the Mi Home ecosystem; and automate Yeelight lighting in smart home and ambiance workflows.

Integrate with abas ERP for manufacturing and production companies — query and update production orders, bills of materials, and work center schedules; manage purchase orders and inventory levels; access customer and supplier master data; retrieve financial postings and cost center data; run standard reports for capacity planning, warehouse management, and financial controlling.

Connect to Priority Software ERP via the Priority REST API — manage sales orders, purchase orders, and invoices; query inventory levels and warehouse operations; access CRM contacts and opportunities; retrieve financial data including general ledger, accounts payable, and accounts receivable; run production and manufacturing workflows; and sync data across Priority ERP modules.

Integrate with Visibility ERP for project-based manufacturers and engineer-to-order companies — manage project and contract tracking, query engineering change orders and revision history, access financial project cost data, retrieve purchasing and procurement records, manage resource planning and capacity data, and run project profitability and milestone reporting.

Connect to HubSpot CRM via the HubSpot API — manage contacts, companies, and deals, create and update records, query CRM pipelines, log activities and notes, trigger workflows and sequences, pull marketing analytics, manage email campaigns, access form submissions, and build reports across Marketing Hub, Sales Hub, and Service Hub data.

Integrate Zendesk customer support via the Zendesk API — query and manage tickets, assign agents, apply macros and tags, pull customer satisfaction scores, access help center articles, manage organizations and users, trigger automations, analyze support metrics by channel and team, and build dashboards across Zendesk Support, Guide, and Talk.

Access Capsule CRM for small business relationship management — manage contacts and organizations, track opportunities through sales pipelines, log tasks and activities, attach notes and files to records, manage tags and custom fields, pull sales forecasts, query contact interaction history, and build pipeline reports for SMB sales teams.

Integrate ClientSuccess customer success platform — track customer health scores and churn risk signals, manage onboarding playbooks, query subscription metrics, log customer interactions and QBR notes, set success milestones, trigger automated check-in workflows, analyze NPS and engagement data, and build retention dashboards for SaaS customer success teams.

Connect to Toggl Track time tracking via the Toggl API — start and stop time entries, query time logs by project, client, and tag, generate detailed and summary reports, manage projects and clients, track billable hours, export timesheets for invoicing, analyze productivity patterns, and pull team utilization reports across workspaces.

Automate scheduling workflows via the Calendly API — query scheduled events and attendees, check availability windows, cancel or reschedule bookings, manage event types and meeting limits, pull scheduling analytics, list invitee questions and responses, manage organization memberships, and integrate meeting data into CRM or project management tools.

Automate document workflows via the PandaDoc API — create documents from templates, send for e-signature, track signing status and views, manage document fields and recipients, pull completion analytics, store signed documents, trigger post-signing webhooks, manage contacts and folders, and build contract workflows for sales and legal teams.

Send and manage e-signatures via the HelloSign/Dropbox Sign API — create signature requests, embed signing workflows, track document status, manage templates, query signer information, send reminder emails, void declined requests, pull audit trails, manage team accounts, and integrate document signing into business process automation.

Streamline e-signature collection via Dropbox Sign — send signature requests with custom fields, create embedded signing experiences, build reusable templates, track request completion rates, manage bulk sending campaigns, query audit trails for compliance, handle signer reminders and expirations, and pull analytics on signing velocity and completion rates.

Manage Walmart Marketplace seller operations via the Walmart Seller API — list and update product catalog items, manage pricing and promotional pricing, query order status and fulfillment details, handle returns and refunds, pull sales performance reports, manage inventory quantities and item setup, access Walmart fulfillment service (WFS) shipments, and track seller scorecard metrics.

Manage Target Plus marketplace operations — list products in Target Plus catalog, update inventory and pricing, query order details and fulfillment status, handle returns and disputes, pull sales analytics and conversion reports, manage promotional event participation, access Target Circle advertising campaigns, and track seller performance scorecard metrics for the Target Plus partner program.

Manage Wayfair supplier operations via the Wayfair Extranet API — submit product catalog feeds, update inventory quantities and pricing, query open purchase orders and confirm shipments, handle returns and claims, access supplier performance scorecards, pull sales velocity reports, manage product imagery and attribute data, handle dropship vs warehouse fulfillment configurations.

Connect to Chewy marketplace seller APIs — manage pet product catalog listings, update pricing and inventory, query order fulfillment status, handle return authorizations, pull sales performance metrics by product category, access promotional event participation, manage drop-ship order workflows, and track seller compliance with Chewy supplier requirements and performance standards.

Manage learning and talent development via Saba TalentSpace — enroll learners in courses and curricula, query completion rates and assessment scores, manage certification tracking and renewal workflows, access competency and skill gap data, pull training compliance reports, manage content libraries, handle virtual classroom scheduling, and build L&D analytics dashboards for enterprise training programs.

Access SAP Litmos LMS for corporate training management — enroll users and teams in courses, query learning completion and quiz scores, manage course content and SCORM packages, track certification expiry and renewal, pull training compliance dashboards, manage learning paths and team assignments, access achievement and gamification data, and automate learner notifications and reminders.

Manage employee learning and performance via Bridge — create and assign courses and learning paths, track completion rates and skill development, manage 1-on-1 meeting templates and performance reviews, query goal progress and alignment data, handle peer feedback and recognition, access learning analytics dashboards, manage content authoring, and integrate learning data with HRIS systems.

Integrate Absorb LMS enterprise learning management — enroll learners and manage department hierarchies, query course completion and assessment analytics, manage SCORM and xAPI content packages, handle certification workflows and expiry alerts, pull compliance training reports, manage ILC (instructor-led course) scheduling, access learner engagement metrics, and build training ROI dashboards.

Integrate Talkspace teletherapy data via their API — retrieve session schedules, therapist assignments, messaging history, care plan progress, and clinical notes; manage member onboarding flows, insurance verification, and billing; pull engagement metrics and appointment adherence rates; and build wellness dashboards for HR and benefits teams.

Connect to BetterHelp online therapy via their partner API — access session schedules, therapist matching status, messaging threads, mood journal entries, and worksheet completions; retrieve anonymized engagement analytics for employee assistance programs; manage corporate wellness subscriptions; and integrate mental health utilization data into HR dashboards.

Access Calm meditation and sleep app data via their API — retrieve mindfulness session history, sleep story completions, streak tracking, mood check-ins, and Daily Calm engagement; manage B2B Calm for Business subscriptions, pull aggregate team wellness metrics, track license utilization, and push personalized content recommendations to wellness programs.

Integrate Headspace mindfulness and meditation data via their Enterprise API — fetch meditation session logs, sleep tracking, stress level assessments, focus session durations, and program completion rates; manage Headspace for Work team accounts; pull anonymized employee wellness engagement data; configure push notifications and content schedules; and build mental wellness KPI dashboards.

Connect to Woebot Health cognitive behavioral therapy chatbot via their clinical API — access CBT module completions, mood tracking timelines, thought record entries, skill practice frequencies, and engagement analytics; integrate Woebot data into EHR workflows, pull de-identified population health metrics for clinical research, manage user cohorts, and configure intervention triggers.

Integrate Spring Health precision mental healthcare via their employer API — retrieve member care plans, therapy session bookings, medication management status, EAP utilization rates, and Provider Match results; pull aggregate mental health ROI metrics for benefits reporting; manage member eligibility and dependent enrollment; and configure care navigation workflows for HR systems.

Access Noom weight management and behavior change data via their B2B API — fetch meal logs, exercise tracking, weight trends, psychological lesson completions, coach interactions, and goal progress; pull corporate wellness program engagement and outcome metrics; manage employee cohort enrollments; integrate Noom health outcomes into benefits and population health analytics platforms.

Integrate Rover pet care services via their partner API — search pet sitters and dog walkers by location and service type, retrieve sitter profiles and reviews, book boarding and daycare appointments, access GPS walk tracking and activity reports, manage recurring care schedules, handle booking confirmations and payment records, and pull analytics for pet care business owners.

Connect to Wag! pet services platform via their API — book on-demand dog walking, pet sitting, and vet chat consultations; retrieve walker GPS tracking and real-time report cards; access pet health records and vaccination reminders; manage subscription wellness plans; pull walk history and breed-specific care recommendations; and integrate Wag data into pet owner management dashboards.

Connect to YNAB budgeting software via their OAuth API — read budget categories and monthly allocations, retrieve account balances and transaction history, create and update transactions with memo and payee data, fetch monthly rollup reports and net worth trends, manage budget template targets, pull ready-to-assign amounts and overspending alerts, and build personal finance automation and reporting workflows.

Integrate Tiller Money spreadsheet-based personal finance via their API — fetch daily transaction feeds across all linked financial accounts, pull categorized spending summaries, retrieve budget vs. actual comparisons, access net worth trend data, manage category rules and transaction tags, sync data to Google Sheets and Excel templates, and build custom financial reporting and automation workflows.

Access Copilot personal finance app data via their API — retrieve synced bank and investment account balances, fetch categorized transaction history, pull budget performance metrics, access recurring subscription detection and spend tracking, retrieve merchant insights and custom category rules, fetch savings goal progress, and build personal finance dashboards and automated reporting workflows.

Connect to Empower financial wellness platform via their API — access employee financial health scores, retrieve student loan management and refinancing data, pull savings and emergency fund metrics, fetch salary advance and earned wage access usage, access 401(k) contribution optimization recommendations, retrieve debt payoff plan progress, and integrate financial wellness outcomes into HR and benefits analytics.

Connect to Ford vehicles via the FordPass Connect API — retrieve real-time vehicle status including fuel level, tire pressure, odometer, and door lock state; send remote commands to lock/unlock, start/stop engine, and activate climate control; access trip history and driving analytics; manage charging schedules for Ford EV and plug-in hybrid vehicles; retrieve vehicle health alerts and maintenance reminders.

Integrate General Motors OnStar connected vehicle services via their API — retrieve vehicle diagnostics, fuel level, tire pressure, and battery status; send remote commands for door lock/unlock and remote start; access GPS location and stolen vehicle tracking; pull driving score and trip history data; manage OnStar service plans; access emergency and roadside assistance status; and build fleet telematics dashboards for GM vehicle fleets.

Access Tesla vehicle data and controls via the Tesla Fleet API — retrieve real-time battery state, range estimate, charging status, climate settings, and GPS location; send commands to lock/unlock, honk horn, flash lights, open frunk/trunk, control climate, and manage charging schedules; pull trip history and energy usage reports; access Autopilot engagement stats; manage vehicle software update schedules; and build Tesla fleet analytics.

Automate cold email outreach via the Instantly.ai API — manage sending accounts and warm-up schedules, create and launch email campaigns with multi-step sequences, retrieve lead lists and upload prospects in bulk, pull campaign analytics including open rates, reply rates, and bounce rates, access AI-powered reply detection and categorization, manage lead status and CRM pushing, and build outbound sales automation and deliverability optimization workflows.

AI-powered contract lifecycle management platform. Automate contract creation, negotiation, approval workflows, and obligation tracking.

All-in-one contract management platform for in-house legal teams. Create, negotiate, sign, and manage contracts with AI-powered automation.

AI-powered contract management and repository tool. Extract key terms, track obligations, set renewal alerts, and search across your contract portfolio.

Contract analytics and management platform. Get instant AI-generated contract summaries, identify risks, and manage obligations at scale.

Enterprise contract lifecycle management with AI. Automate contract processes, extract metadata, track KPIs, and manage vendor performance.

Autonomous commercial negotiations AI. Automate supplier negotiations and contract amendments at scale, achieving better commercial outcomes 24/7.

AI-powered contract review and negotiation assistant. Identify missing and risky clauses, apply your playbook, and speed up contract review cycles.

Manage Zoom meetings, recordings, webinars, users, and reports via the Zoom API. Schedule meetings and retrieve transcripts.

Interact with Lucidchart diagrams via the Lucidchart API — create and update flowcharts, org charts, network diagrams, and ER diagrams, manage document libraries, query shape and connector data, export diagrams to PNG/SVG/PDF, share documents with teams, and integrate visual diagram generation into engineering and business workflow automation.

Connect to MURAL digital whiteboards via the MURAL API — create and manage murals and workspaces, add sticky notes, shapes, and connectors, manage room membership, retrieve mural content, export boards, automate retrospective and workshop templates, and integrate visual collaboration into AI-assisted meeting facilitation and design thinking workflows.

Interact with Whimsical via the Whimsical API — create and update flowcharts, wireframes, mind maps, and sticky note boards, retrieve document structures, share files with teams, export diagrams, manage workspace folders, and integrate automated diagramming and visual brainstorming into product design and engineering planning workflows.

Integrate LiveChat customer support operations via the LiveChat API — retrieve chat transcripts and customer history, access ongoing conversations, query agent availability and performance stats, manage canned responses, retrieve visitor data and chat ratings, pull analytics on response times, and build AI-assisted customer support automation and escalation workflows.

Connect to Tawk.to free live chat via the Tawk.to REST API — retrieve chat history and visitor conversations, access property settings, manage contacts and tickets, retrieve agent activity data, query messaging channels, and integrate free live chat data into AI customer service automation, CRM enrichment, and support analytics workflows.

Extract structured data from PDFs and documents via the Docparser API — parse invoices, contracts, and forms using pre-trained document parsers, retrieve extracted fields and line items, manage document queues, access parsing results as JSON, configure custom parsing rules, and integrate intelligent document processing into accounts payable, contract management, and data extraction workflows.

The Memory Bank MCP server turns the Cline Memory Bank pattern into a centralized remote service accessible from any MCP client. Instead of storing project context in local files that get lost between sessions, this server exposes a structured multi-project memory system over the MCP protocol — read, write, update, and list memory bank files across isolated project directories. It enforces consistent file structure (projectBrief, activeContext, progress, systemPatterns, techContext, codebaseContext), prevents path traversal with strict validation, and keeps each project's context cleanly separated. Works seamlessly with Cline, Roo Code, Cursor, Windsurf, and Claude Desktop. Configure via the MEMORY_BANK_ROOT environment variable pointing to your central storage directory. Install with a single npx command; no backend infrastructure required beyond a shared filesystem. With 900+ GitHub stars and active community adoption, Memory Bank MCP is the standard for persistent AI coding context across sessions and IDE switches.

Task Master AI is the most widely-used AI-driven task management framework for software development, with 12,000+ GitHub stars and a purpose-built MCP server that plugs directly into Claude Desktop, Cursor, Windsurf, and any MCP-compatible coding agent. Created by eyaltoledano, it converts high-level project requirements into structured, dependency-tracked development tasks that an AI agent can plan, execute, and update autonomously across coding sessions. The MCP server exposes tools to initialize a project from a PRD or specification document, parse and break down complex tasks into subtasks, list all tasks with their status and dependencies, get next recommended task based on dependency resolution, mark tasks as in-progress or done, update task details and acceptance criteria, expand single tasks into subtasks with AI-generated breakdowns, and view the full task dependency graph. Task Master AI integrates tightly with Claude's extended thinking for complex planning and supports Perplexity for research-backed task breakdowns. Install globally via npm, then run `task-master init` to scaffold your project. Configure the MCP server in your client's JSON config pointing at the globally installed binary. Task Master AI dramatically improves autonomous coding agent quality by keeping Claude focused on the correct next task, preventing scope drift, and maintaining context across long multi-session projects.

MCP Shrimp Task Manager is an intelligent task management server built specifically for AI coding agents — emphasizing chain-of-thought planning, reflection, and style consistency across development sessions. It converts natural language project descriptions into structured, dependency-tracked development tasks with iterative refinement built in. Rather than treating tasks as a flat to-do list, Shrimp models tasks with explicit dependencies, execution state, and reasoning traces so the AI agent can pick up exactly where it left off across sessions. Supports Cursor, Roo Code, Windsurf, Claude Code, and any MCP-compatible client. Features include an optional GUI for visualizing task graphs, multi-language template support (English, Chinese, and more), configurable data directory, and a demo video showing end-to-end agent-driven development. With 2,100+ GitHub stars and a dedicated documentation site, Shrimp Task Manager is one of the most-starred agentic task management MCP servers available. Install by cloning the repo, running npm install + npm run build, and pointing your MCP client at the built index.js.