MCP Servers

MCP Ripgrep Server

★ 71

Provides local file search capabilities using the ripgrep (rg) command-line tool.

Embedding MCP Server

★ 70

An MCP server powered by txtai for semantic search, knowledge graphs, and AI-driven text processing.

Grep App

★ 68

Search code across public GitHub repositories using the grep.app API.

Google Search

★ 68

Web search and webpage content extraction using the Google Custom Search API.

HexDocs MCP

★ 68

Semantic search for Hex package documentation. Requires local Elixir and Mix installation.

search-scrape

★ 68

Self-hosted Stealth Scraping & Federated Search for AI Agents. A 100% private, free alternative to Firecrawl, Jina Reader, and Tavily. Featuring Universal Anti-bot Bypass + Semantic Research Memory, Copy-Paste setup

DevRag

★ 62

Free local RAG for Claude Code - Save tokens & time with vector search. Indexes markdown docs and finds relevant info without reading entire files (40x fewer tokens, 15x faster).

RAG Documentation MCP Server

★ 62

Retrieve and process documentation using vector search to provide relevant context for AI assistants.

ContextMCP

★ 58

A self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.

Amadeus MCP Server

★ 57

Search for flight offers using the Amadeus Flight Offers Search API.

Azure AI Search

★ 54

Search content using Azure AI Agent Service and Azure AI Search.

Azure AI Agent & Search

★ 54

Search content using Azure AI Agent Service and Azure AI Search.

MCP-SearXNG-Enhanced Web Search

★ 54

An enhanced MCP server for SearXNG web searching, utilizing a category-aware web-search, web-scraping, and includes a date/time retrieval tool.

Tavily Search

★ 49

Perform web searches using the Tavily Search API.

Claude Web Search

★ 48

Provides web search functionality powered by the Claude API from Anthropic.

Product Hunt

★ 47

Discover and search for the latest products and tech using the Product Hunt API.

Serper Search

★ 47

Provides Google search results and AI-powered deep research using the Serper API.

PubMed Search

★ 47

Search for biomedical literature from the PubMed database.

Kagi

★ 44

Kagi search API integration

Jina AI MCP Tools

★ 44

Integrates with Jina AI APIs for web reading, search, and fact-checking.

Code Research MCP Server

★ 42

Search and access programming resources from Stack Overflow, MDN, GitHub, npm, and PyPI.

Powertools for AWS MCP

★ 42

Search the Powertools for AWS Lambda documentation across multiple runtimes to find documentation and examples.

Simple Files Vectorstore

★ 42

Provides semantic search across local files by creating vector embeddings from watched directories.

Yandex Search MCP Server

★ 41

Perform real-time web searches using the Yandex Search API.

Calibre

★ 41

Search and read books from your Calibre ebook library.

Solodit Search

★ 41

Search and retrieve Solodit vulnerability reports.

Dappier Search

★ 40

Enable fast, free real-time web search and access premium data from trusted media brands for news, financial markets, sports, entertainment, weather, and more.

Package Registry Search

★ 38

Search and get up-to-date information about NPM, Cargo, PyPi, and NuGet packages.

WebSearch-MCP

★ 38

Self-hosted Websearch API

grep.app Code Search

★ 37

Search code across millions of public GitHub repositories using the grep.app API.