MCP servers

mcp_polygon

polygon-io/mcp_polygon

2

[!IMPORTANT]:test_tube: This project is experimental and could be subject to breaking changes.

Amap Weather MCP Server

ACAne0320/amap-weather-mcp-server

2

An MCP service for querying weather in Chinese cities based on the Amap API, providing real-time weather and 3-4 day forecasts, with smart city name recognition and search.

Linkedin Osint MCP

djackreuter/linkedin-osint-mcp

2

Uses Serper to perform a Google search to gather a list of employees from LinkedIn.

MCP Kroki

tkoba1974/mcp-kroki

2

An MCP (Model Context Protocol) server for converting Mermaid diagrams to SVG images using Kroki.io.

MalwareBazaar_MCP

mytechnotalent/MalwareBazaar_MCP

2

An AI-driven MCP server that autonomously interfaces with Malware Bazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.

Caiyun Weather

marcusbai/caiyun-weather-mcp

2

An MCP server based on the Caiyun Weather API, providing real-time weather, forecast and alert queries.

MCP Server Java Sse Http Demo

stantonk/mcp-server-java-sse-http-demo

2

A working implementation Model Context Protocol java-sdk. Includes a fast-agent for the MCP Client to interact with the Weather mcp-server. This isn't remotely production grade, just demonstrating how to build something working end to end that can leverage multiple MCP Servers both local (Stdio Transport) and remote (HTTP SSE Transport).

Volume Wall Detector MCP

Cognitive-Stack/volume-wall-detector-mcp

2

The Model Context Protocol (MCP) is an open standard that enables AI systems to interact seamlessly with various data sources and tools, facilitating secure, two-way connections.

NASA CMR (Common Metadata Repository)

podaac/cmr-mcp

2

This module is a model context protocol (MCP) for NASA's earthdata common metedata repository (CMR). The goal of this MCP server is to integrate AI retrievals with NASA Catalog of datasets by way of Earthaccess.

Covid MCP Server

aarushkx/covid-mcp-server

2

This project implements a custom MCP (Model Context Protocol) server that provides COVID-19 statistics for any country using the disease.sh API. The server exposes a tool called getCovidStatsByCountry, which connects to an MCP host to fetch and return COVID-19 data.

Perplexity Tool for Claude Desktop

letsbuildagent/perplexity-tool

2

A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.

Pandas MCP Server

marlonluo2018/pandas-mcp-server

2

Powerful tool for AI-powered data analysis - Through MCP protocol, enables LLMs to safely and efficiently execute pandas code and generate visualizations.

Knmi MCP

wolkwork/knmi-mcp

2

A FastMCP server that provides real-time weather data from KNMI (Royal Netherlands Meteorological Institute) weather stations. This application fetches the latest 10-minute measurements from the nearest weather station to any location in the Netherlands.

Pi API MCP Server

mingzilla/pi-api-mcp-server

2

A Model Context Protocol (MCP) server that provides standardized tools and resources for interacting with the PI Dashboard API. This implementation enables Claude and other MCP-compatible AI assistants to securely access and manage PI Dashboard resources, including categories and charts.

Flightradar MCP Server

Cyreslab-AI/flightradar-mcp-server

2

A Model Context Protocol (MCP) server that provides real-time flight tracking and status information using the AviationStack API.

FRED (Federal Reserve Economic Data)

jaldekoa/mcp-fredapi

2

MCP-FREDAPI is a project integrating the Federal Reserve Economic Data (FRED) API, providing economic time series data query capabilities for AI assistants through the Model Context Protocol.

InsightFlow

ilissrk/InsightFlow

2

InsightFlow is an advanced analytics platform that combines real-time data processing with AI-powered insights using the Model Context Protocol (MCP). It provides seamless integration with Claude AI for intelligent data analysis and decision support.

MLCBakery

jettyio/mlcbakery

2

A Python-based ML model provenance management service built with FastAPI and SQLAlchemy, offering dataset management, entity tracking, activity logging, agent management and provenance relationship tracking.

search_mcp_server

deepspringai/search_mcp_server

2

A powerful MCP (Model Control Protocol) server that provides tools for performing web searches and finding similar content. This server is designed to work with Claude Desktop and offers two main functionalities.

YouTube MCP Server

coyaSONG/youtube-mcp-server

2

Turn YouTube videos into citation-ready research for Codex, Claude, Cursor, and other MCP clients. Paste a video URL and get transcript evidence with timestamps and links that open at the exact quoted moment.

javaConf-mcp-server

miliariadnane/javaConf-mcp-server

2

A Model Call Protocol (MCP) server that provides AI assistants with access to data about Java conferences from around the world. This server exposes conference information from a public GitHub repository including names, dates, locations, and Call for Papers (CFP) details through a standardized MCP interface.

Youtubeinsights MCP Server

dabidstudio/youtubeinsights-mcp-server

2

A Model Context Protocol (MCP) server that enables insight extraction from YouTube videos, including subtitle parsing, keyword-based video discovery, and channel info retrieval.

Agentai MCP Server

OnStartups/agentai-mcp-server

2

An MCP server implementation that integrates with the Agent.ai API, providing web text extraction, web screenshots, and YouTube transcript capabilities through a dynamic function loading system.

Spring Boot Bitcoin MCP Server 2025

nlinhvu/spring-boot-bitcoin-mcp-server-2025

2

A demonstration of A Spring Boot/AI MCP Server that tracks Bitcoin prices using CoinGecko APIs (api.coingecko.com/api/v3)