Model Context Protocol

MCP servers

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

703 servers

Weather MCP Server logo

Weather MCP Server

SeanLF/weather-mcp

An MCP service based on the Government of Canada weather API, providing weather forecast data across Canada, supporting queries by latitude and longitude, and integrable into MCP-compatible clients such as Claude Desktop.

Research & Data
Lead-generator-mcp-server logo

Lead-generator-mcp-server

4darsh-Dev/Lead-generator-mcp-server

A powerful Model Context Protocol (MCP) server and standalone scraper for automated business lead generation from Google Maps. Extract, validate, and score business data to identify high-quality leads for B2B sales, marketing, and outreach campaigns.

Research & Data
MCP Standard Finder logo

MCP Standard Finder

identitymonk/mcp-standard-finder

A comprehensive Python MCP server for fetching, parsing, and reading RFCs and Internet Drafts from the IETF websites. Standards Finder provides tools and resources to interact with RFC documents, Internet Drafts, and IETF working group documents programmatically.

Research & Data

Open Food Facts MCP

caleb-conner/open-food-facts-mcp

A comprehensive Model Context Protocol (MCP) server that provides AI assistants with access to the Open Food Facts database. Query detailed food product information, nutritional data, and environmental scores to help users make informed food choices.

Research & Data

twsemcpserver

twjackysu/twsemcpserver

TWStockMCPServer is a Model Context Protocol (MCP)-based server designed for Taiwan Stock Exchange data, providing real-time stock information, financial analysis, ESG data and market trend analysis.

Research & Data

nccn_guidelines_mcp

gscfwid/nccn_guidelines_mcp

A Model Context Protocol (MCP) based server that provides access to National Comprehensive Cancer Network (NCCN) clinical guidelines. The system reads guideline PDF content directly rather than using RAG, ensuring the accuracy and reliability of medical guidance.

Research & Data
Protocols Io MCP Server logo

Protocols Io MCP Server

hqn21/protocols-io-mcp-server

A Model Context Protocol (MCP) server that enables MCP clients like Claude Desktop to interact with protocols.io, a popular platform for sharing scientific protocols and methods.

Research & Data
Maxminddb MCP logo

Maxminddb MCP

oschwald/maxminddb-mcp

A powerful Model Context Protocol (MCP) server that provides comprehensive geolocation and network intelligence through MaxMindDB databases. Query GeoIP2, GeoLite2, and custom MMDB files with advanced filtering, stateful iteration, and automatic updates.

Research & Data

Hk Transportation MCP Server

hkopenai/hk-transportation-mcp-server

Hong Kong transport data MCP server, providing Hong Kong control point passenger traffic statistics and real-time arrival data queries for KMB/Long Win Bus.

Research & Data
Linkedin-Scrap-MCP-Server logo

Linkedin-Scrap-MCP-Server

itsShashankSrivastava/Linkedin-Scrap-MCP-Server

Easily fetch real-time LinkedIn profile information using our MCP (Model Context Protocol) server. This server integrates with the Fresh LinkedIn Profile Data API to return profile details like skills and other basic settings. It exposes a single tool—get_profile—that accepts a LinkedIn profile URL and responds with structured JSON data.

Research & Data

Guardian MCP Server

jbenton/guardian-mcp-server

An MCP server that connects an LLM to the archives (since 1999) of The Guardian, including the full text of all articles — more than 1.9 million of them. Useful for real-time headlines, journalism analysis, and historical research.

Research & Data
Korea Stock MCP logo

Korea Stock MCP

jjlabsio/korea-stock-mcp

A Korean stock analysis MCP server that provides AI analysis services for stock prices, financial data and company announcements through the official DART and KRX APIs

Research & Data
Twitter-MCP-Server-for-Claude logo

Twitter-MCP-Server-for-Claude

Muralikrishankp/Twitter-MCP-Server-for-Claude

This tutorial will guide you through creating a Model Context Protocol (MCP) server that connects Twitter's trending topics with Claude's analysis capabilities. The server will fetch real-time Twitter trends and use Claude to analyze them for business opportunities.

Research & Data
MCP Weather logo

MCP Weather

jpan8866/mcp-weather

A weather information service built with the Model Control Protocol (MCP) framework that provides access to National Weather Service (NWS) data. MCP Weather is a Python application that serves as an MCP tool, allowing AI assistants to access real-time weather information from the National Weather Service API. The service provides two main functionalities:.

Research & Data

Newsbang MCP

NewsBang/newsbang-mcp

Newsbang MCP is a powerful Model Context Protocol (MCP) server that provides access to real-time news intelligence through three essential tools.

Research & Data

Apple Health MCP

neiltron/apple-health-mcp

Query Apple Health data from an MCP client using SQL and DuckDB. The server runs locally, reads CSV exports on demand, and provides tools for schema discovery, analytical queries, and health summaries.

Research & Data

Python Runtime Interpreter MCP Server

hileamlakb/python-runtime-interpreter-mcp-server

PRIMS is a tiny open-source Model Context Protocol (MCP) server that lets LLM agents run arbitrary Python code in a secure, throw-away sandbox. One tool, one job. Exposes a single MCP tool – run_code – that executes user-supplied Python and streams back stdout / stderr.

Research & Data
mlb_mcp logo

mlb_mcp

jweingardt12/mlb_mcp

A Model Context Protocol (MCP) server that provides comprehensive MLB baseball statistics with video highlights through the pybaseball library. This MCP server enables AI assistants to access real-time MLB statistics, historical data, and video highlights.

Research & Data

Selfhosted MCP Server Template

hostinger/selfhosted-mcp-server-template

This repository provides a production-ready remote MCP server for running full-stack SEO audits via any compatible client (like Claude Desktop, Cursor, or Windsurf). Powered by the FastMCP framework, it delivers structured insights across on-page SEO, technical health, and social metadata — all without requiring local setup.

Research & Data

K Beauty MCP

alexai-mcp/k-beauty-mcp

A Model Context Protocol (MCP) server that provides comprehensive Korean Beauty (K-Beauty) information through real-time web search and curated knowledge.

Research & Data
browser_history_mcp logo

browser_history_mcp

mixophrygian/browser_history_mcp

A local Model Context Protocol (MCP) server that provides access to browser history data for comprehensive analysis and insights. Built using the official python MCP sdk, this tool can be added to Claude desktop in a few minutes using the Quick Start guide.

Research & Data

TravelAgentMCP

nxGnosis/TravelAgentMCP

A monorepo of MCP (Model Context Protocol) servers for the TVA OTA platform: flight and hotel search & booking, visa and immigration requirements & booking tracking, and user account management — built for AI travel agents.

Research & Data
LinkedIn Profile Scraper logo

LinkedIn Profile Scraper

drfranko0/mcp

This project is a LinkedIn Profile Scraper built using FastMCP and httpx to fetch LinkedIn profile data via the RapidAPI LinkedIn Profile Scraper API.

Research & Data
Littlesis MCP logo

Littlesis MCP

code-rabi/littlesis-mcp

An MCP (Model Context Protocol) server that provides access to the LittleSis API for tracking corporate power and accountability relationships.

Research & Data