Model Context Protocol
MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
366 servers
g-fukurowl/fess-mcp-server
Fess MCP Server is a middleware server that integrates with the Fess search engine. By registering it in the settings of MCP clients such as Claude for Desktop, it enables agents to obtain information using Fess. Fess is an open-source full-text search server provided under the Apache License.
anupj/github-file-search-mcp-
This project demonstrates how to implement the Model Context Protocol (MCP) to create a GitHub code search tool that could be used by AI assistants. Model Context Protocol is a standardized way for AI models to interact with external tools and services. It defines:.
karan-ksrk/ksrk-mcp-server-client
This file contains the main client code that interacts with the MCP server and OpenAI's GPT-4 model. It includes the following key components.
risherb/Claude_MCP_Server
A lightweight bridge enabling Claude AI to search the web in real-time. This Flask-based server integrates Claude's advanced capabilities with DuckDuckGo search, allowing the AI to access current information during conversations.
muka/web-search-mcp
You can use docker compose up to start the MCP server.
win4r/arxiv-search-MCP-Server
An MCP server for searching arXiv academic papers, offering paper retrieval, metadata access and result sorting with pagination.
panxingfeng/mcp_server_searXNG
A privacy-friendly web search server based on MCP technology, using SearXNG to implement multi-engine search functions, supporting multiple search categories and filter options.
cyanheads/perplexity-mcp-server
An MCP (Model Context Protocol) server providing comprehensive access to the Perplexity AI API. It enables LLMs and AI agents to perform fast, search-augmented queries and conduct exhaustive, multi-source deep research, all through a standardized, secure, and easy-to-integrate protocol.
imlewc/elasticsearch7-mcp-server
An MCP server for Elasticsearch 7.x, providing compatibility with Elasticsearch 7.x versions.
williamvd4/web-search
A Model Context Protocol (MCP) server that enables free web searching using Google search results, with no API keys required.
arborist-ai/claudehopper
ClaudeHopper is a specialized Model Context Protocol (MCP) server that enables Claude and other LLMs to interact directly with construction documents, drawings, and specifications through advanced RAG (Retrieval-Augmented Generation) and hybrid search.
watchdealer-pavel/watchbase-mcp-server
An MCP (Model Context Protocol) server providing access to the WatchBase Data Feed API for querying comprehensive watch metadata. WatchBase is a comprehensive watch database containing detailed information about luxury watches, including:.
tamler/mcp-server-searxng-n8n
A Model Context Protocol (MCP) server specifically designed for using SearXNG with n8n workflows.
captainChaozi/search-intent-mcp
This is an MCP-based search intent analysis service that analyzes the intent behind user search keywords via API, providing classification, reasoning process and related suggestions, mainly for SEO analysis.
0xGval/twitter-X-mcp-server
A lightweight, open-source toolkit that enables Claude to search Twitter efficiently with natural language and display results based on user intent. Designed for both raw data viewing and optional analysis.
josemartinrodriguezmortaloni/websearch-tools
A powerful web search and content extraction tool built with Python, leveraging the Firecrawl API for advanced web scraping, searching, and content analysis capabilities.
mcp2everything/mcp2brave
An MCP protocol-based server project that implements web search functionality by integrating the Brave API and can be used as a Claude extension.
YeonwooSung/metasearch-mcp
This server uses the Tavily API to perform searches based on specified queries.
aeon-seraph/searxng-mcp
This server enables language models to perform web searches through SearXNG using the Model Context Protocol standard. It provides a clean interface for language models to send search queries to SearXNG and receive formatted results.
jaohbib/MCP-for-VuFind
A simple FastMCP-based MCP server project aimed at integrating VuFind's Swagger API into LLMs (such as Sonet), enabling LLMs to search literature through VuFind.
happyhackerbird/jobspy-mcp-server
A Model Context Protocol (MCP) server designed to facilitate seamless job searching on LinkedIn, leveraging the unofficial LinkedIn API for client credential management. Based off JobSpy.
Rom7699/linkedin-jobs-mcp-server
Model Context Protocol (MCP) is a framework developed by Anthropic that allows AI models like Claude to interact with external tools and APIs. MCP enables Claude to execute code, access databases, retrieve information from the web, and more, significantly extending its capabilities beyond its training data.
qwang07/duck-duck-mcp
An MCP server implementation based on the DuckDuckGo search engine, providing structured search, intelligent categorization and language detection features, supporting integration with AI clients.
tulong66/mcp-tavily-proxy
A Model Context Protocol server that provides AI-powered web search capabilities using Tavily's search API, with added support for HTTP/HTTPS proxy configurations. This server enables LLMs to perform sophisticated web searches through proxy servers, get direct answers to questions, and search recent news articles with AI-extracted relevant content.
