Model Context Protocol

MCP servers

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

703 servers

Firecrawl MCP Server logo

Firecrawl MCP Server

mendableai/firecrawl-mcp-server

2.8k

A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.

Research & Data
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.

Research & Data
ArXiv logo

ArXiv

blazickjp/arxiv-mcp-server

1k

A local MCP server for agent literature work. The differentiator is original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk.

Research & Data
sail logo

sail

lakehq/sail

730

Sail is a drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads on a distributed, multimodal compute engine.

Research & Data

OpenAPI Proxy

janwilmake/openapi-mcp-server

554

A Model Context Protocol (MCP) server for Claude/Cursor that enables searching and exploring OpenAPI specifications through oapis.org.

Research & Data
Excel MCP Server logo

Excel MCP Server

haris-musa/excel-mcp-server

393

A Model Context Protocol server that lets AI assistants create, read and edit Excel workbooks. It needs no Microsoft Excel installation.

Research & Data
RedNote-MCP logo

RedNote-MCP

ifuryst/rednote-mcp

385

RedNote MCP is a tool providing access to Xiaohongshu content, supporting authentication management, keyword note search and command-line initialization, with note content accessible via URL.

Research & Data
hyperbrowser logo

hyperbrowser

hyperbrowserai/mcp

245

This is Hyperbrowser's Model Context Protocol (MCP) Server. It provides various tools to scrape, extract structured data, and crawl webpages. It also provides easy access to general purpose browser agents like OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use.

Research & Data
Jupyter MCP Server logo

Jupyter MCP Server

datalayer/jupyter-mcp-server

241

An MCP server developed for AI to connect and manage Jupyter Notebooks in real-time — and scale your Code Sandbox from local to the cloud (Datalayer, Kaggle, Google Colab, Modal, Daytona, E2B, CoreWeave, Cloudflare...)

Research & Data
MCP Webresearch logo

MCP Webresearch

mzxrai/mcp-webresearch

241

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

Research & Data
Financial Datasets logo

Financial Datasets

financial-datasets/mcp-server

225

This is a Model Context Protocol (MCP) server that provides access to stock market data from Financial Datasets.

Research & Data
Weather API MCP Server logo

Weather API MCP Server

TuanKiri/weather-mcp-server

210

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data.

Research & Data
Actors MCP Server logo

Actors MCP Server

apify/actors-mcp-server

181

The Apify Model Context Protocol (MCP) server at mcp.apify.com enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, and any other website using thousands of ready-made scrapers, crawlers, and automation tools from Apify Store.

Research & Data
Perplexity Research Assistant logo

Perplexity Research Assistant

dainfernalcoder/perplexity-mcp

177

It also forces the agent using the MCP to be specific.

Research & Data
MCP Twikit logo

MCP Twikit

adhikasp/mcp-twikit

155

A Model Context Protocol (MCP) server for interacting with Twitter.

Research & Data
A-Share Financial Data (Baostock) logo

A-Share Financial Data (Baostock)

24mlight/a-share-mcp-is-just-i-need

143

An MCP protocol-based A-share market data query server, providing various query functions such as basic stock data, historical market data and financial statements

Research & Data
Excel MCP Server logo

Excel MCP Server

negokaz/excel-mcp-server

138

A Model Context Protocol (MCP) server that reads and writes MS Excel data.

Research & Data
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.

Research & Data
MCP Cn Stock logo

MCP Cn Stock

elsejj/mcp-cn-a-stock

133

An MCP service that provides A-share data for large models

Research & Data
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.

Research & Data
MCP Server Mas Sequential Thinking logo

MCP Server Mas Sequential Thinking

fradser/mcp-server-mas-sequential-thinking

116

An MCP server that processes sequential thoughts through a team of specialized AI agents, each analyzing the problem from a different cognitive perspective.

Research & Data
OpenDataMCP logo

OpenDataMCP

opendatamcp/opendatamcp

113

Open Data MCP is an open-source project that aims to quickly connect public datasets to LLM applications via the MCP protocol, enabling convenient access to open data and community-driven publishing.

Research & Data
Maigret OSINT logo

Maigret OSINT

burtthecoder/mcp-maigret

109

A Model Context Protocol (MCP) server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs. It is designed to integrate seamlessly with MCP-compatible applications like Claude Desktop.

Research & Data
MCP Server Airbnb logo

MCP Server Airbnb

openbnb-org/mcp-server-airbnb

105

A comprehensive MCP Bundle for searching Airbnb listings with advanced filtering capabilities and detailed property information retrieval. Built as a Model Context Protocol (MCP) server packaged in the MCP Bundle (MCPB) format for easy installation and use with compatible AI applications.

Research & Data