Model Context Protocol

MCP servers

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

703 servers

omcp logo

omcp

fastomop/omcp

OMCP is a Model Context Protocol (MCP) server implementation for the OMOP Common Data Model. It allows AI models to query and analyze healthcare data stored in the OMOP format through a standardized interface.

Research & Data

Ols MCP Server

seandavi/ols-mcp-server

This repository contains a Model Context Protocol (MCP) server providing access to the Ontology Lookup Service (OLS) API. This server enables AI assistants to search for and retrieve ontological terms, concepts, and hierarchies from various biological and medical ontologies.

Research & Data
Smithsonian MCP logo

Smithsonian MCP

molanojustin/smithsonian-mcp

A Model Context Protocol (MCP) server for the Smithsonian Institution's Open Access collections.

Research & Data
Bluesky Daily MCP logo

Bluesky Daily MCP

briangershon/bluesky-daily-mcp

An MCP Server to help you surface the most interesting topics from your Bluesky follows daily. For examples of how to use, please visit "Building an MCP Server to Explore My Bluesky Feed".

Research & Data
MCP logo

MCP

bittush8789/MCP

This MCP server fetches weather data from the National Weather Service API. It provides two tools.

Research & Data

MCP Server Webcrawl

pragmar/mcp-server-webcrawl

For step-by-step MCP server setup, refer to the Setup Guides.

Research & Data

Ra MCP

ai-riksarkivet/ra-mcp

An MCP server and command-line tool for searching and browsing transcribed historical documents from the Swedish National Archives, supporting full-text search, page transcriptions, document browsing and high-resolution image access.

Research & Data

Google Ads Library MCP

talknerdytome-labs/google-ads-library-mcp

This is a Model Context Protocol (MCP) server for the Google Ads Transparency Center. With this you can search Google's public ads transparency center for any company or brand, see what they're currently running and analyze their advertising.

Research & Data
Air-Pollution logo

Air-Pollution

Ashwani00001/Air-Pollution

This project is a Model Context Protocol (MCP) Server built using Node.js + Express.js that interacts with the OpenWeather API. It allows users to fetch air pollution data based on latitude & longitude or city & country. The backend ensures secure API key management using dotenv and handles API requests efficiently.

Research & Data

openfda

ythalorossy/openfda

A Model Context Protocol (MCP) server for querying drug information from the OpenFDA API.

Research & Data
MCP News logo

MCP News

jindasy/mcp-news

This is a FastMCP server that provides news articles using the NewsAPI.org service.

Research & Data

MCP F1

josh-mantel/mcp-f1

A Model Context Protocol (MCP) server that provides Formula 1 data using the FastF1 Python package.

Research & Data

Tripmatch MCP

variflight/tripmatch-mcp

Variflight Tripmatch MCP Server provides a set of tools to query flight and train information.

Research & Data
MCP Us City Weather logo

MCP Us City Weather

yogi-miraje/mcp-us-city-weather

This repository contains a weather information service built using the MCP (Model-Completion-Protocol) framework. The service provides weather forecasts for any city by leveraging the National Weather Service (NWS) API.

Research & Data
Asyncpraiserebuke MCP logo

Asyncpraiserebuke MCP

fabianwilliams/asyncpraiserebuke-mcp

AsyncPraiseRebuke-MCP is a Model Context Protocol (MCP) server that exposes business feedback and contact discovery tools — including AI agent-based flows — for integration with Claude Desktop or any other MCP-compliant client.

Research & Data
MCP Wsdot logo

MCP Wsdot

michaelpeterswa/mcp-wsdot

A Model Context Protocol (MCP)-based server for interacting with the Washington State Department of Transportation API, providing ferry route queries, timetable retrieval, and other features.

Research & Data
MCP Quanmiao Hotnews logo

MCP Quanmiao Hotnews

iic-llm-solution/mcp-quanmiao-hotnews

Quanmiao News Broadcast MCP Server is a news aggregation service based on the Alibaba Cloud Bailian API, focused on real-time retrieval of trending news.

Research & Data
Weather Server MCP Server logo

Weather Server MCP Server

chaminda360/weather-server

A TypeScript-based weather information MCP server that provides weather data resource access, weather information retrieval and update tools, and weather summary generation.

Research & Data
Weather Server logo

Weather Server

pg-yuly/weather-server

A weather information server built using Model Context Protocol (MCP) to provide real-time weather data and forecasts for Chinese cities.

Research & Data

Flight MCP

sragss/flight-mcp

Transform your AI conversations with live flight intelligence. Search aircraft by location, track specific flights, monitor military activity, and discover aviation patterns — all through a clean MCP interface.

Research & Data
Nexonco MCP logo

Nexonco MCP

1sustgmboab/nexonco-mcp

Welcome to the NexonCo MCP repository! This project serves as an advanced MCP (Medical Care Platform) server designed for accessing and analyzing clinical evidence data. With flexible search options, it supports precision medicine and oncology research, making it a valuable tool for researchers and healthcare professionals.

Research & Data
MCP logo

MCP

qianyan/weather-mcp-server

A weather query server built on FastMCP, providing global city weather information query services, supporting temperature unit switching and complete logging.

Research & Data
Weather MCP Server logo

Weather MCP Server

nakamurau1/weather-mcp

A weather data server based on the MCP protocol, providing weather information and alert services from the US National Weather Service API, supporting integration with MCP clients such as Claude.

Research & Data
Sleeper Scraper MCP logo

Sleeper Scraper MCP

einreke/sleeper-scraper-mcp

This Model Context Protocol (MCP) server provides access to the Sleeper Fantasy Football API. It enables agents to fetch data about users, leagues, drafts, rosters, matchups, and player information from the Sleeper platform.

Research & Data