Analytics MCP Servers

Query your ClickHouse database server for analytics workloads.

Retrieving and analyzing issues from Sentry.io error tracking.

Query metrics, logs, and traces from Datadog monitoring platform.

Search dashboards, investigate incidents and query datasources in your Grafana instance.

Query and analyze your Axiom logs, traces, and all other event data in natural language.

Real User Monitoring data from Datadog.

Query and analyze your product analytics data through natural language.

Search, analyze, and query charts, dashboards, experiments, and feature flags.

Product analytics, feature flags, and session replay from PostHog.

Customer data platform integration with Segment.

Query and analyze data in Snowflake data warehouse.

Connect to data, AI tools & agents, and the rest of the Databricks platform using turnkey managed MCP servers.

Query and analyze data in Google BigQuery.

Query and analyze data with MotherDuck and local DuckDB.

Observability and monitoring with New Relic.

Manage and interact with the Dynatrace Platform for real-time observability and monitoring.

Query and analyze data, alerts, dashboards, and cross-reference production behavior with codebase.

Distributed tracing and observability.

Inspect traces, manage prompts, curate datasets, and run experiments with open-source AI observability.

Query and analyze your Opik logs, traces, prompts and telemetry data from your LLMs.

Provides access to OpenTelemetry traces and metrics through Logfire.

Create segments, inspect user profiles, search for customers, and access workspace data.

MCP Server for Apache Doris, an MPP-based real-time data warehouse.

Provides AI assistants with a secure way to explore and analyze data in GreptimeDB.

Build robust data workflows, integrations, and analytics on a single intuitive platform.

Discovery, exploration, reporting and root cause analysis using all observability data.

Bring real-time production context—logs, metrics, and traces—into your local environment.

Query and interact with kubernetes environments monitored by Metoro.

Official MCP Server to get your behavioral analytics data and insights from Clarity.

Marketing insights and audience analysis covering demographic, cultural, influencer analysis.

Interact with Atlan services for data cataloging.

Search data assets, traverse lineage, write SQL queries using DataHub metadata.

Unlock the power of enterprise Data Catalog with tools provided by Alation MCP server.

MCP server for creating Datawrapper charts using AI assistants.

Access Datadog metrics, logs, and traces from AI tools. Query infrastructure data, investigate incidents, and analyze performance using natural language.

Query and manage Amazon OpenSearch Service clusters. Full-text search, log analytics, and vector search support.

Query time-series data stored in TimescaleDB. Analyze IoT metrics, financial data, and application telemetry with SQL and time-series functions.

High-performance time-series database MCP. Execute SQL queries on QuestDB for real-time analytics on IoT sensor data, financial ticks, and metrics.

Time-series database MCP for InfluxDB. Write and query metrics using Flux or InfluxQL. Ideal for monitoring, IoT, and observability data.

Query Prometheus metrics using PromQL from AI assistants. Analyze time-series data, set up alerting rules, and monitor infrastructure performance.

Manage email marketing campaigns in Mailchimp. Create campaigns, manage audiences, design email templates, and analyze campaign performance via AI.

Email and SMS marketing MCP for e-commerce. Manage flows, segments, campaigns, and metrics in Klaviyo to automate personalized customer journeys.

All-in-one marketing platform MCP. Send transactional emails and SMS, manage contact lists, automate marketing workflows, and track campaign performance.

Query operating system data using SQL via osquery. Inspect running processes, network connections, installed software, and system configurations on any OS.

Query Google Analytics 4 data via MCP. Analyze traffic, user behavior, conversions, and audience segments using GA4's reporting API.

Digital insights platform MCP for Heap. Query user sessions, funnels, and retention data. Analyze behavioral patterns without predefined tracking code.

Digital experience platform MCP. Replay user sessions, analyze rage clicks, query behavioral data, and investigate UX issues with FullStory's DX data.

Privacy-focused web analytics MCP for Plausible. Query traffic, goals, and real-time visitor data without cookies or personal data collection.

Open-source, self-hosted web analytics MCP. Query page views, sessions, and events from your Umami instance without privacy-invasive tracking.

Open-source web analytics MCP for Matomo. Query reports, manage segments, access real-time data, and run custom queries on your self-hosted instance.

Customer data platform MCP for RudderStack. Track events, manage sources and destinations, query event streams, and analyze customer journeys.

Business intelligence and analytics MCP for Metabase. Run native SQL queries, access dashboards, create questions, and explore data from any connected database.

User behavior analytics MCP for Hotjar. Access heatmaps, session recordings, survey responses, and feedback data to understand how users interact with your site.

Open-source data integration platform MCP. Manage connectors, sync data between 300+ sources and destinations, inspect job runs, and debug pipeline failures.

Automated data movement MCP for Fivetran. Manage connectors, schedule syncs, inspect data pipeline status, and analyze data freshness across warehouses.

Transform data in your warehouse with dbt. Run models, test assertions, generate docs, inspect lineage, and manage dbt Cloud jobs via MCP.

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

Location and mapping services MCP for HERE. Geocode addresses, calculate routes, get real-time traffic, and analyze geospatial data for logistics applications.

Collect and query distributed traces, metrics, and logs using OpenTelemetry standards. Analyze application performance and correlate signals across services.

Open-source distributed tracing MCP for Jaeger. Query traces, inspect service dependencies, analyze latency distributions, and investigate production incidents.

High-performance time-series database MCP for VictoriaMetrics. Query metrics with MetricsQL, manage clusters, and analyze long-term storage efficiently.

Application performance monitoring MCP for Elastic APM. Query transaction traces, error rates, and service maps. Integrate with Kibana dashboards.

Query and manage Databricks SQL warehouses and Unity Catalog. Run SQL queries, manage tables, inspect job runs, and analyze lakehouse data via AI.

Petabyte-scale data warehouse MCP for Amazon Redshift. Execute SQL queries, analyze query plans, manage clusters, and monitor Redshift Serverless workloads.

Serverless analytical database MCP for MotherDuck (cloud DuckDB). Run OLAP queries on large datasets, query Parquet and CSV files, and share data workspaces.

Unified analytics engine MCP for Apache Spark. Submit jobs, query DataFrames via Spark SQL, inspect execution plans, and analyze large-scale distributed data.

Distributed SQL query engine MCP for Starburst/Trino. Query across multiple data sources including S3, databases, and APIs with federated SQL.

Load testing and performance engineering MCP for k6. Run performance tests, analyze results, configure VUs and scenarios, and integrate with Grafana Cloud.

Log aggregation MCP for Grafana Loki. Query log streams with LogQL, inspect labels, analyze error patterns, and correlate logs with metrics and traces.

TikTok for Business MCP server. Manage ads, access video performance data, query creator insights, and automate TikTok marketing operations.

Query Search Console data via MCP. Analyze keyword rankings, click-through rates, crawl errors, and index coverage. Monitor SEO performance across your sites.

Read, write, and analyze Excel XLSX files and CSV data via MCP. Parse spreadsheets, run formulas, generate charts, and extract structured tabular data.

Read and write Google Sheets via MCP. Access spreadsheet data, update cells, manage sheets, run formulas, and automate data workflows with Sheets API.

Modern workflow orchestration MCP for Prefect. Trigger and monitor flows, manage deployments, inspect run logs, and orchestrate data pipelines at scale.

Manage data pipelines with Google Dataform (BigQuery SQL transformations). Run workflows, manage repositories, and orchestrate data transformation with version control.

TikTok Ads API integration for AI assistants. Manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow.

Facebook Ads API integration for programmatic access to campaign data. Manage ads, analyze performance, pull reports, and optimize Meta advertising campaigns.

Google Ads API integration for AI-powered campaign management. Access campaign data, keyword performance, conversion metrics, and optimization recommendations.

Amazon Advertising API integration. Analyze campaign metrics and configurations, manage Sponsored Products, Sponsored Brands, and optimize ACOS/ROAS.

Meta Ads automation trusted by 10,000+ businesses. Analyze performance, test creatives, optimize spend, and scale results across Facebook and Instagram ads.

Query your Fathom privacy-first website analytics from your AI assistant. Get pageview stats, referrer breakdown, goal conversions, and custom date range reports without sharing your data with Big Tech.

Access PostHog product analytics and feature flags from your AI assistant. Query events, funnels, cohorts, and A/B test results. Manage feature flag targeting and rollout percentages.