Discover Awesome MCP Servers

heor-agent-mcp

AI-powered HEOR (Health Economics and Outcomes Research) MCP server with 7 tools for literature search across 41 medical data sources, cost-effectiveness modeling (Markov/PartSA/PSA), and HTA dossier preparation for NICE, EMA, FDA, IQWiG, HAS, and EU JCA submissions.

General MCP Server

A comprehensive Model Context Protocol server that enables AI assistants to search and retrieve content from Reddit, YouTube, and Twitter through simple API calls.

gov-transparency-mcp

MCP server for US government transparency data (congressional trades, federal contracts, campaign finance, lobbying, regulations) with per-call paid access via x402 USDC.

secure-mcp-database-crud

Enables secure task CRUD operations on SQLite or MySQL databases with input validation, parameterized queries, audit events, transactions, and signed delete confirmation.

FastMCP Training Course Server

An educational MCP server example built with FastMCP that demonstrates how to expose tools, resources, and prompts to AI clients. Provides a learning foundation for building MCP servers with Python and integrating them with AI applications like IDEs and chatbots.

ssh-mcp

An MCP server enabling Claude to execute commands on multiple remote servers via SSH and transfer large files (40GB+) with resume support via SFTP.

vibealive MCP Server

Provides code analysis for Next.js projects through the Model Context Protocol, enabling IDE and LLM integration to identify unused files, dead code, and redundant API endpoints.

Rabobank MCP Training Demo

A training MCP server that demonstrates how GitHub Copilot can securely access internal banking APIs, documentation, and architecture review prompts.

stockfish-mcp

Analyzes chess positions via Stockfish, returning best moves and evaluations from FEN or PGN input.

bitbucket-mcp

MCP server for Bitbucket Cloud that enables listing repositories, managing pull requests, posting comments, and handling tasks via natural language.

@runapi.ai/runway-aleph-mcp

MCP server for the Runway Aleph model line. Enables creating edit video tasks, polling status, and checking pricing through a single RunAPI API key.

musicolet-mcp

Extracts listening metrics from Musicolet backup files and builds a static dashboard. Optionally runs as an MCP server for agent workflows.

Bash MCP Server

An MCP server that enables the execution of arbitrary bash commands and returns detailed output including stdout, stderr, and exit codes. It supports customizable working directories, execution timeouts, and environment variable configurations.

ROS MCP Server

Facilitates robotic movement control by providing functions that enable precise manipulation of linear and angular velocities through natural language commands, compatible with both ROS and ROS2.

SignalScope

Provides Cursor AI agents with direct access to stock breakout signals, including trending tickers, AI-generated reports, portfolio tracking, and watchlist management, all aggregated and scored from multiple sources.

Scansca - MCP Database Connector (under-development)

주요 데이터베이스용 MCP 서버

Israel Weather MCP

Enables natural language weather queries for Israeli cities with real-time data extracted via Playwright, plus USA weather alerts and forecasts via NWS API, all orchestrated by Groq LLM.

Clear MCP

Connect your Clear bank account to AI assistants like Claude and ChatGPT via Open Finance Brasil to query balances, statements, credit card bills, and investments in natural language (read-only).

NewsIQ MCP

An AI-powered news aggregator MCP server that fetches live news from multiple sources, provides AI summaries via Claude, and performs sentiment analysis and trending topic detection.

MetaTrader5 MCP Server

Enables access to MetaTrader5 market data and trading functionality, including real-time quotes, historical OHLCV data, tick data, symbol information, and technical indicators for forex and other trading instruments.

antigravity-mcp-bridge

MCP server for Antigravity IDE that registers local tools and provides an OpenAI-compatible API bridge with real-time database context.

blinkit-mcp

Enables Claude to automate grocery shopping on Blinkit, including product search, cart management, location setup, and payment via UPI.

MISAMA Search

Provides fully local, privacy-preserving semantic search over file names and paths via MCP, using BGE embeddings for fuzzy matching and supporting incremental updates, watch mode, and a loopback-only HTTP server.

whois-mcp-server

Enables domain registration lookup, availability checks, DNS record fetching, and IP/ASN resolution via RDAP and DNS-over-HTTPS through MCP.

Aiyogg_tinypng Mcp Server

거울

mcp-task

MCP 서버 작업 관리 데모

mpc-legifrance

MCP server covering French law via the PISTE platform: 62 tools wrapping the full Légifrance API (legislation, codes, Journal Officiel, jurisprudence…)

MCP-Server

A Flask-based MCP server with web GUI that provides utility tools for mathematical calculations, text analysis, string transformations, timestamps, and Fibonacci sequence generation.

CreateOS MCP

Deploy, manage, and scale applications directly from your AI assistant.

Anomaly Detection MCP Server

A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.