Search MCP Servers

Search Engine made for AIs. Neural search with understanding of content meaning.

Web and local search using Brave's Search API with privacy-focused results.

Connect to Hugging Face Hub APIs - search spaces, papers, explore datasets and models.

Use AI agents to provision, configure, and query your Algolia search indices.

Query your data in Elasticsearch.

Interact & query with Meilisearch (Full-text & semantic search API).

Search YouTube videos, get transcripts, and interact with YouTube content.

Vector database and search with Weaviate.

Vector similarity search with Qdrant.

Search and interact with Reddit.

Search and fetch stories from Hacker News.

Search products and launches on Product Hunt.

Search and fetch academic papers from arXiv.

Search academic papers with Semantic Scholar.

Computational knowledge engine.

AI-powered search and answers.

AI-optimized search API.

Google Search API for developers.

AI search engine.

Search the web using Kagi's search API.

Code search and intelligence.

Ingest anything from Slack to Gmail to podcast feeds, web crawling, into a searchable project.

Production-ready RAG out of the box to search and retrieve data from your own documents.

RAG Search over your content powered by Inkeep.

Enterprise search and chat using Glean's API.

Identify the technology stack behind any website.

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

Internet-connected device search engine MCP. Query Shodan for device information, CVEs, open ports, and internet exposure data for security research.

Search and download high-quality free stock photos from Unsplash. Find images by keyword, collection, or photographer. Get proper attribution and download links.

Search and download free stock photos and videos from Pexels. Find high-quality creative assets for any project with a simple natural language interface.

Search and retrieve GIFs and animated stickers from GIPHY's vast library. Find the perfect reaction GIF, trending content, or custom branded assets via MCP.

Search and download free audio samples from Freesound.org. Find Creative Commons sounds, music loops, and field recordings for projects via natural language.

Typo-tolerant search engine MCP for Typesense. Index collections, perform faceted search, and build instant search experiences with Typesense's API.

Yahoo's open-source AI search and serving engine MCP. Run vector search, lexical search, and structured search with ML model serving and real-time updates.

Fast open-source full-text search engine MCP. Index documents, run full-text, boolean, and percolate queries. Drop-in SphinxSearch/Elasticsearch alternative.

Access thousands of APIs via RapidAPI Hub. Search for APIs, inspect endpoints, test requests, and integrate new data sources and services quickly.

Query OpenStreetMap geographic data via Overpass API. Find points of interest, analyze geographic features, and build location-aware applications.

Location data and venue discovery MCP for Foursquare. Search for places, get detailed venue data, access tips and ratings, and build location-aware features.

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.

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

Search and retrieve Wikipedia articles via MCP. Fetch article summaries, full content, infoboxes, and categories. Access multilingual Wikipedia content.

Search biomedical literature on PubMed and NCBI databases. Retrieve abstracts, full articles, clinical trials, and gene/protein data for research workflows.

Retrieve academic metadata via Crossref. Look up papers by DOI, find citations, access journal metadata, and search scholarly literature databases.

Access NASA's open APIs via MCP. Retrieve Astronomy Picture of the Day, Mars Rover photos, near-Earth object data, exoplanet archive, and earth observation imagery.