Discover Awesome MCP Servers

commit-to-pr-mcp

An MCP server that enables AI agents to retrieve detailed GitHub Pull Request information using git commit hashes, branch names, or PR numbers. It automatically detects repositories and extracts comprehensive PR data including descriptions, labels, and reviews via the GitHub CLI.

Medical AI Assistant MCP

Enables querying medical documents stored in Qdrant using semantic retrieval, allowing users to search PubMed articles through the Model Context Protocol.

Nordic Economics MCP

Semantic search over Nordic economic data — market announcements, quarterly reports (162 companies), macro data (NO/SE/DK/FI), commodity prices, and press releases. 180,000+ vectors.

Supercoordination MCP Server

A human-machine collaboration platform that manages team members and tasks using skill matching and a unique 'Five Elements' energy balance framework. It enables teams to register members, assign tasks, and monitor collaboration progress through an integrated dashboard.

midi-mcp

An MCP server that enables AI models to control electronic music instruments by sending MIDI messages to hardware synths and drum machines. It supports various MIDI commands including notes, control changes, and system exclusive messages through USB or DIN MIDI interfaces.

Pydoll MCP Server

Browser automation MCP server using Pydoll, enabling agents to navigate, observe, and interact with web pages via tools like page navigation, element clicking, and screenshot capture.

cuad-audit

An MCP server that audits a contract liability clause against a derived company standard, producing a verdict only when grounded in retrieved evidence and passing a faithfulness check. It abstains with 'insufficient-grounding' when evidence is too weak.

timer-mcp

A minimal MCP server that gives AI agents the ability to pause execution by waiting a specified number of seconds, with support for local and AWS AgentCore deployment.

MCP Server Template

A production-ready FastMCP server template with modular architecture for building MCP servers with organized tools, resources, and prompts, featuring container support and AI agent documentation system.

Samsung TV MCP Server

A Model Context Protocol server that lets AI assistants control Samsung Smart TVs (Tizen OS, 2016+) over the local network. No cloud, no SmartThings account required.

Firecrawl MCP Server

Integrates with Firecrawl for web scraping, enabling capabilities like scraping, crawling, searching, extracting, deep research, and batch scraping with JavaScript rendering and smart content filtering.

contactapi

Enables AI clients to manage contacts through CRUD operations (list, get, create/upsert by email, update, delete) with OAuth 2.1 authentication.

Pokédex MCP Server

Enables AI agents to access comprehensive Pokémon data through PokeAPI, including detailed Pokémon information, type effectiveness charts, encounter locations, and search capabilities. Provides a complete toolkit for retrieving stats, abilities, sprites, battle mechanics, and wild encounter data for all Pokémon.

Smart Clip MCP

AI-powered video clipping server that analyzes subtitles and audio to detect highlight moments, then generates platform-adapted short clips from long videos.

opencode-mcp

Enables asking natural-language questions about any GitHub repository and receiving answers grounded in the actual code, with read-only enforcement and automatic repository fetching.

local-mysql

A local development MCP server that exposes MySQL databases to VSCode and Copilot CLI with read-only SELECT queries and INSERT/UPDATE operations. It provides secure, schema-specific database access for development environments only.

Proxmox MCP Bridge

Policy-aware MCP server for Proxmox VE that maps the official API schema to MCP tools, enabling node health, disk, network, journal, updates, guest configuration, snapshots, backups, consoles, task lifecycle, service, command, and file-transfer operations with role-based access control.

MySkillDB Job Categories MCP

MCP server that pushes job categories into a college org via the MySkillDB API, supporting list, get, upsert, batch push, and delete operations.

defold-mcp

MCP server that gives AI agents comprehensive control over local Defold game projects, including inspecting, editing, searching, building, and running the project.

Personal Capital MCP Connector

Enables natural language queries about financial accounts, net worth, transactions, and asset allocation via the Empower/Personal Capital API.

IPV7

A secure MCP server that connects AI assistants to Google Workspace, enabling permission-aware retrieval-augmented generation for grounded answers.

swarm-at

Enables agent settlement, trust verification, and ledger operations for multi-agent workflows, with tools for blueprint management, credit tracking, and provenance recording.

EBS CloudWatch Metrics MCP

Provides tools to query and calculate AWS EBS performance metrics from CloudWatch, including IOPS, throughput, and latency. It also enables users to manage snapshots and retrieve advanced diagnostic data like I/O utilization and burst balance.

Lunch Money MCP Server

An MCP server that enables AI assistants to interact directly with Lunch Money's financial API, allowing users to query transactions, access budget information, and perform financial analysis through natural language.

iMessage MCP Server

Enables reading, searching, and sending iMessages directly from MCP-compatible clients by accessing the local macOS iMessage database, supporting conversations, attachments, and both individual and group chats.

Weather MCP

A service that provides real-time weather data, forecasts, and alerts for US locations through natural language queries in the Cursor IDE.

vector-mirror

A deterministic SVG perception tool for LLM agents that renders SVGs in a real browser to measure geometry, colors, and spatial constraints, reporting results in grid grammar and W3C color names without guessing.

SciMath MCP

Enables reliable engineering and scientific computation through tools for exact arithmetic, unit-aware formulas, calculus, linear algebra, statistics, uncertainty propagation, and physical constants, all executed safely in reproducible subprocesses.

x402 Payment Gateway MCP Server

Enables AI agents to make micropayments using USDC on Solana via the x402 protocol, supporting payment requests, on-chain verification, and revenue tracking.

Simple PostgreSQL MCP Server

Enables executing SQL queries on PostgreSQL databases with configurable read-only or write access permissions through a minimal Model Context Protocol interface.