Model Context Protocol
MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
366 servers
tisDDM/searxng-mcp
A Model Context Protocol (MCP) server that enables AI assistants to perform web searches using SearXNG, a privacy-respecting metasearch engine. Works out-of-the-box with zero additional deployment by automatically selecting a random instance from SearX.space, while also supporting private instances with basic authentication.
arjunprabhulal/mcp-flight-search
A flight search service built with Model Context Protocol (MCP). This service demonstrates how to implement MCP tools for flight search capabilities.
JackKuo666/bioRxiv-MCP-Server
Enable AI assistants to search and access bioRxiv papers through a simple MCP interface.
mcollina/mcp-ripgrep
An MCP server that provides ripgrep (rg) search capabilities to any MCP client such as Claude.
johnhuang316/code-index-mcp
Code Index MCP is a Model Context Protocol server that bridges the gap between AI models and complex codebases. It provides intelligent indexing, advanced search capabilities, and detailed code analysis to help AI assistants understand and navigate your projects effectively.
preludeorg/windows-rs-mcp
This project provides a Claude Desktop MCP server that allows searching the Rust windows crate API documentation hosted at microsoft.github.io/windows-docs-rs.
JackKuo666/PubMed-MCP-Server
Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.
angheljf/nyt
This is a TypeScript-based MCP server that allows searching for New York Times articles from the last 30 days based on a keyword. It demonstrates core MCP concepts by providing.
delorenj/mcp-qdrant-memory
This MCP server provides a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database.
btwiuse/npm-search-mcp-server
A Model Context Protocol server that allows you to search for npm packages by calling the npm search command.
isnow890/naver-search-mcp
Naver Search MCP server, providing comprehensive Naver service search and data analysis.
nachoal/perplexity-mcp
A simple MCP (Model Context Protocol) server that provides web search functionality using the Perplexity API. This server allows Claude or other MCP-compatible AI assistants to search the web and get up-to-date information.
jeong-sik/kakao-api-mcp-server
카카오 API MCP 서버는 카카오맵과 Daum 검색 API를 MCP 프로토콜을 통해 활용할 수 있도록 하는 서버로, AI 모델이 지도 및 검색 기능을 사용할 수 있게 합니다.
happyzym/mcp-server-reposearch
A mcp server to provide better content search than Cline's builtin search_files tools.
cmann50/mcp-chrome-google-search
MCP tool for Google search and webpage content extraction using Chrome browser. Works with Claude to enable Google search and content fetching capabilities.
bochaai/bocha-search-mcp
Bocha is a search engine designed specifically for AI, providing high-quality world knowledge retrieval services.
alizdavoodi/mcpdocsearch
This project provides a toolset to crawl websites, generate Markdown documentation, and make that documentation searchable via a Model Context Protocol (MCP) server, designed for integration with tools like Cursor.
mnhlt/websearch-mcp
A Model Context Protocol (MCP) server implementation that provides a web search capability over stdio transport. This server integrates with a WebSearch Crawler API to retrieve search results.
ChanMeng666/server-google-jobs
A Model Context Protocol (MCP) server implementation that provides Google Jobs search capabilities via SerpAPI integration. Features multi-language support, flexible search parameters, and smart error handling.
kikuchy/pubdev_mcp
This MCP provides functionality for searching pub.dev packages using natural language queries and performing basic arithmetic calculations. Powered by LLM integration, it enables intuitive package discovery through conversational interactions.
serverless-dna/powertools-mcp
The Powertools for AWS Model Context Protocol (MCP) server provides search and documentation retrieval for the Powertools for AWS Lambda toolkit across Python, TypeScript, Java, and.NET runtimes. It allows LLM agents to search for documentation and examples, helping you quickly find the information you need to use Powertools for AWS Lambda effectively.
hajime-y/deep-research-mcp
Deep Research is an agent-based tool that provides web search and advanced research capabilities. It leverages HuggingFace's smolagents and is implemented as an MCP server.
JackKuo666/semanticscholar-MCP-Server
This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references.
arjunprabhulal/adk-mcp-gemma3
A practical implementation demonstrating YouTube search functionality using Google's Agent Development Kit (ADK), Model Context Protocol (MCP), and the Gemma 3 model via Ollama.
