Discover Awesome MCP Servers

qq-music-mcp

Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song details, lyrics, and playback URLs.

mirofish-mcp-server

MCP server that connects AI clients to a local MiroFish instance for document-driven multi-agent simulations and prediction report generation.

MCP Weather Server

A simple Model Context Protocol server that provides real-time weather data to AI agents like GitHub Copilot, allowing users to get current weather information for any city through natural language queries.

Gemini CLI MCP Server

Enables comprehensive codebase analysis using Google's Gemini AI through CLI integration. Provides architectural reviews and targeted code analysis with code2prompt integration for efficient context extraction.

rigol-mcp

An MCP server for controlling Rigol DS1000Z series oscilloscopes over LAN using natural language. It enables users to take measurements, configure instrument settings, and capture screenshots directly through an MCP client.

forge

a claude code harness engineering tool

Background Process Management MCP Server

Enables AI agents to efficiently manage and monitor background processes, with features like process startup, termination, log retrieval, and resource management.

Vitally MCP Server

An MCP server that provides access to Vitally customer data, allowing users to manage accounts, users, tasks, and conversations through the Vitally API. It enables actions like querying account health scores and creating notes via natural language.

Docling MCP

Provides tools for document conversion, processing, and generation, enabling PDF to structured JSON conversion, document creation, and caching for improved performance.

Azure SQL MCP Server

Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.

DimeVision MCP Server

Enables AI assistants to analyze weld photos for quality scoring and identify common defects like porosity or undercut. It provides practical bead-building tips and technical guidance for MIG, TIG, and Stick welding processes based on AWS/ASME standards.

FOFA MCP Server

MCP server for querying the FOFA API, enabling network asset search and account information retrieval.

simple-greeting-mcp

A minimal MCP server that provides a single 'hello' tool returning a greeting message, deployable on Render.

ts-diagnostics-mcp

Provides real-time TypeScript diagnostics with intelligent caching for AI agents, enabling instant queries instead of running tsc repeatedly.

Instagram MCP Server

Enables AI assistants to interact with Instagram and Facebook accounts through their APIs, supporting messaging, post management, commenting, and content creation.

MongoDB MCP Server

A Model Context Protocol server that enables interaction with MongoDB databases and MongoDB Atlas, allowing users to perform database operations and manage Atlas resources through natural language.

@run-iq/mcp-server

MCP server exposing a parametric policy engine for evaluating, simulating, and managing rules, with dynamic plugin support for domain-specific calculations.

@crisog/railway-mcp-server

Unofficial MCP server for Railway that enables managing Railway infrastructure through natural language, including projects, services, deployments, environments, variables, templates, domains, volumes, observability, integrations, networking, and workflows.

Oracle MCP

Enables semantic search and knowledge management for storing and querying principles, patterns, and learnings using hybrid keyword and vector search.

REI Crypto MCP Server

FastMCP implementation providing API access to DefiLlama Pro, CoinGecko Pro, and Arkham Intelligence for crypto data retrieval without requiring users to manage individual API keys.

fs-git-mcp

A Git-enforced filesystem MCP server that integrates git with filesystem operations, enforcing commits on writes, providing reads with history, and supporting staged branching.

kr-crypto-intelligence

Korean crypto market data API for AI agents. Real-time Kimchi Premium (Upbit vs Binance), Korean exchange prices, USD/KRW FX rate. First verified Korean market data MCP server. Pay-per-use via x402 on Base.

Funky Junction

Enables quantum circuit design and electromagnetic simulation optimization through Qiskit Metal and Octave/OpenEMS. Provides 25+ specialized tools across two integrated MCP servers for designing transmon qubits, analyzing CPW transmission lines, and automating parameter optimization workflows.

retail-order-sync-hub

MCP server enabling AI agents to trace and resolve order synchronization incidents between an ERP (Odoo) and multiple marketplaces.

LFS MCP Documentation Assistant

A local MCP server that guides users through Linux From Scratch (LFS) documentation step by step, tracking progress in a SQLite database and providing search, sequential navigation, and optional AI chat assistance.

Gmail MCP Server

Enables AI agents to interact with Gmail through a standardized MCP server interface, allowing for natural language email management and automation.

Pictify MCP Server

Enables AI assistants to programmatically generate images, GIFs, and PDFs from HTML/CSS or web screenshots using the Pictify API. It also supports template management, batch rendering jobs, and A/B test experiment controls.

AgentPay MCP Server

Provides a trust and governance layer for AI agents, enabling secure API access, credential vaulting, paid execution with human approval, and automatic call resume.

Substack Reader MCP Server

Enables users to manage and read Substack content directly within Claude, including listing subscriptions and fetching full post details. It supports searching within newsletters and retrieving recent feeds using authenticated browser cookies.