Model Context Protocol

MCP servers

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

366 servers

Exa Web Search logo

Exa Web Search

exa-labs/exa-mcp-server

1.4k

Connect AI agents to Exa for web search, content fetching, and multi-step research.

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modelcontextprotocol logo

modelcontextprotocol

ppl-ai/modelcontextprotocol

1k

The official MCP server implementation for the Perplexity API Platform, providing AI assistants with real-time web search, reasoning, and research capabilities through the Agent API and the Search API.

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Coco AI logo

Coco AI

infinilabs/coco-app

353

Tagline: "Coco AI - search, connect, collaborate – all in one place.".

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MCP Webresearch logo

MCP Webresearch

mzxrai/mcp-webresearch

241

A Model Context Protocol (MCP) server for web research.

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Google Search logo

Google Search

web-agent-master/google-search

226

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches and extract results. It can be used directly as a command-line tool or as a Model Context Protocol (MCP) server to provide real-time search capabilities to AI assistants like Claude.

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MCP Everything Search logo

MCP Everything Search

mamertofabian/mcp-everything-search

140

An MCP server that provides fast file searching capabilities across Windows, macOS, and Linux. On Windows, it uses the Everything SDK. On macOS, it uses the built-in mdfind command.

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Perplexity MCP logo

Perplexity MCP

jsonallen/perplexity-mcp

134

A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API. Works with the Anthropic Claude desktop client.

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Duckduckgo MCP Server logo

Duckduckgo MCP Server

nickclyde/duckduckgo-mcp-server

134

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

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ReActMCP logo

ReActMCP

mshojaei77/ReActMCP

133

ReActMCP Web Search is an MCP (Model Context Protocol) server that integrates web search capabilities into your AI assistant framework. It leverages the Exa API to perform both basic and advanced web searches, returning real-time, markdown-formatted results including titles, URLs, publication dates, and content summaries.

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MCP Server RAG Web Browser logo

MCP Server RAG Web Browser

apify/mcp-server-rag-web-browser

128

Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.

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search1api logo

search1api

fatwang2/search1api-mcp

123

The official MCP server for Search1API — web search, news, page retrieval, sitemap discovery, and trending topics in one API.

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MCP Pinecone logo

MCP Pinecone

sirmews/mcp-pinecone

112

The server implements the ability to read and write to a Pinecone index.

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G Search MCP logo

G Search MCP

jae-jae/g-search-mcp

103

A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

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RAG Docs logo

RAG Docs

qpd-v/mcp-ragdocs

94

A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.

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MCPBench logo

MCPBench

modelscope/MCPBench

93

MCPBench is an evaluation framework for MCP Servers. It supports the evaluation of three types of servers: Web Search, Database Query and GAIA, and is compatible with both local and remote MCP Servers.

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MCP Scholarly logo

MCP Scholarly

adityak74/mcp-scholarly

93

A MCP server to search for accurate academic articles. More scholarly vendors will be added soon.

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Naver OpenAPI logo

Naver OpenAPI

pfldy2850/py-mcp-naver

89

A server implementation for Naver OpenAPI using the Model Context Protocol (MCP). This project provides tools to interact with various Naver services, such as searching blogs, news, books, and more.

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Erickwendel Contributions MCP logo

Erickwendel Contributions MCP

ErickWendel/erickwendel-contributions-mcp

88

A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms. Query talks, blog posts, and videos using natural language through Claude, Cursor or similars. This project was built using Cursor IDE with the default agent (trial version).

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RagRabbit logo

RagRabbit

madarco/ragrabbit

85

Self Hosted Site AI Search, LLMs.txt, MCP Server that crawls your content. 1-Click Deploy on Vercel.

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Bilibili MCP JS logo

Bilibili MCP JS

34892002/bilibili-mcp-js

85

This is a Bilibili video search server based on the Model Context Protocol (MCP). The server provides a simple API interface that allows users to search for video content on Bilibili. It includes LangChain usage examples and test scripts.

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MCP Compass logo

MCP Compass

liuyoshio/mcp-compass

81

You can now experience MCP discovery directly on our website! Explore MCP Compass.

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Deep Research MCP Server logo

Deep Research MCP Server

Ozamatash/deep-research-mcp

79

An AI-powered research assistant that performs deep, iterative research on any topic. It combines search engines, web scraping, and AI to explore topics in depth and generate comprehensive reports. Available as a Model Context Protocol (MCP) tool or standalone CLI.

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Crawl4ai MCP Server logo

Crawl4ai MCP Server

weidwonder/crawl4ai-mcp-server

78

Crawl4AI MCP Server is an intelligent information retrieval server based on the MCP protocol, providing AI systems with multi-engine search and optimized web content extraction functions, converting web pages into formats suitable for LLM processing.

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Meilisearch MCP logo

Meilisearch MCP

meilisearch/meilisearch-mcp

76

The Meilisearch MCP Server is a Model Context Protocol server that enables any MCP-compatible client (including Claude, OpenAI agents, and other LLMs) to interact with Meilisearch. This stdio-based server allows AI assistants to manage search indices, perform searches, and handle your data through natural conversation.

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