Model Context Protocol

MCP servers

MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.

366 servers

Paper Search MCP logo

Paper Search MCP

openags/paper-search-mcp

32

A Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources. The project follows a free-first strategy: prioritize open and public data sources, support optional API keys when they improve stability or coverage, and keep source-specific connectors extensible for advanced users.

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Code Research MCP Server logo

Code Research MCP Server

nahmanmate/code-research-mcp-server

31

A Model Context Protocol server that provides tools for searching and accessing programming resources across multiple platforms. This server integrates with popular developer platforms to help LLMs find relevant code examples, documentation, and packages.

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MCP Server Tavily logo

MCP Server Tavily

Tomatio13/mcp-server-tavily

31

This server uses the Tavily API to perform searches based on specified queries.

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DuckDuckGo MCP Server logo

DuckDuckGo MCP Server

zhsama/duckduckgo-mcp-server

31

This is a TypeScript-based MCP server that provides DuckDuckGo search functionality. It demonstrates core MCP concepts through.

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MCP Servers Kagi logo

MCP Servers Kagi

ac3xx/mcp-servers-kagi

31

This is a TypeScript-based MCP server that integrates the Kagi Search API. It demonstrates core MCP concepts by providing.

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Academic Paper Search logo

Academic Paper Search

afrise/academic-search-mcp-server

31

A Model Context Protocol (MCP) server that enables searching and retrieving academic paper information from multiple sources.

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Docs MCP Server logo

Docs MCP Server

arabold/docs-mcp-server

29

Docs MCP Server solves the problem of AI hallucinations and outdated knowledge by providing a personal, always-current documentation index for your AI coding assistant. It fetches official docs from websites, GitHub, npm, PyPI, and local files, allowing your AI to query the exact version you are using.

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Exa MCP logo

Exa MCP

egoist/exa-mcp

29

This project is sponsored by ChatWise, an all-in-one LLM chatbot with first-class MCP support.

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MCP Local RAG logo

MCP Local RAG

nkapila6/mcp-local-rag

28

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. no APIs.

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MCP Search Linkup logo

MCP Search Linkup

LinkupPlatform/python-mcp-server

27

A Model Context Protocol (MCP) server that provides web search capabilities through Linkup's advanced search API. This server enables AI assistants and development tools to perform intelligent web searches with natural language queries.

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MCP Hn logo

MCP Hn

erithwik/mcp-hn

27

A Model Context Protocol (MCP) server that provides tools for fetching information from Hacker News.

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chroma logo

chroma

privetin/chroma

26

A Model Context Protocol (MCP) server implementation that provides vector database capabilities through Chroma. This server enables semantic document search, metadata filtering, and document management with persistent storage.

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mcp_zoomeye logo

mcp_zoomeye

zoomeye-ai/mcp_zoomeye

25

A Model Context Protocol (MCP) server that provides network asset information based on query conditions. This server allows Large Language Models (LLMs) to obtain network asset information by querying ZoomEye using dorks and other search parameters.

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Knowledge Base logo

Knowledge Base

geeksfino/kb-mcp-server

24

A Model Context Protocol (MCP) server implementation powered by txtai, providing semantic search, knowledge graph capabilities, and AI-driven text processing through a standardized interface.

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Semantic Scholar Fastmcp MCP Server logo

Semantic Scholar Fastmcp MCP Server

YUZongmin/semantic-scholar-fastmcp-mcp-server

24

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

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Serper-search-mcp logo

Serper-search-mcp

NightTrek/Serper-search-mcp

23

A Model Context Protocol server that provides Google search capabilities through the Serper API, along with an AI-powered Deep Research tool. This server enables easy integration of search and research functionality into your MCP-enabled applications.

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Perplexity Advanced MCP logo

Perplexity Advanced MCP

code-yeongyu/perplexity-advanced-mcp

21

Perplexity Advanced MCP is an advanced integration package that leverages the OpenRouter and Perplexity APIs to provide enhanced query processing capabilities. With an intuitive command-line interface and a robust API client, this package facilitates seamless interactions with AI models for both simple and complex queries.

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MCP Server Gsc logo

MCP Server Gsc

ahonn/mcp-server-gsc

20

A Model Context Protocol (MCP) server providing comprehensive access to Google Search Console data with enhanced analytics capabilities.

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MCP Jina AI logo

MCP Jina AI

JoeBuildsStuff/mcp-jina-ai

20

An MCP server that provides access to Jina AI's powerful web services through Claude. This server implements three main tools.

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Simple File Vector Store logo

Simple File Vector Store

lishenxydlgzs/simple-files-vectorstore

20

A Model Context Protocol (MCP) server that provides semantic search capabilities across files. This server watches specified directories and creates vector embeddings of file contents, enabling semantic search across your documents.

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Claude Ts Mcps logo

Claude Ts Mcps

ukkz/claude-ts-mcps

19

A comprehensive collection of Model Context Protocol (MCP) servers that transform Claude Desktop into a powerful development assistant. This project leverages your flat-rate Claude Pro/Max subscription to provide capabilities similar to Cline, but without the per-token API costs.

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Tripadvisor logo

Tripadvisor

pab1it0/tripadvisor-mcp

19

This provides access to Tripadvisor location data, reviews, and photos through standardized MCP interfaces, allowing AI assistants to search for travel destinations and experiences.

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Splunk MCP logo

Splunk MCP

livehybrid/splunk-mcp

19

Thank you to everyone who used, starred, and forked this project! It started as a community effort to bring Model Context Protocol (MCP) support to Splunk, well before an official option existed.

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MCP Google Custom Search Server logo

MCP Google Custom Search Server

limklister/mcp-google-custom-search-server

18

A Model Context Protocol (MCP) server that provides web search capabilities through Google's Custom Search API. This server enables Language Learning Models (LLMs) to perform web searches using a standardized interface.

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