Discover Awesome MCP Servers

custom-mcp-server

Production MCP server for data annotation workflows, exposing six tools backed by AWS S3, DynamoDB, and Slack with JWT auth, rate limiting, and exponential-backoff retries.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greetings) and resources (server info) using Zod schema validation.

diagrams-so

The Diagrams.so MCP server enables generating, editing, and managing cloud architecture diagrams from any MCP client, wrapping the public Diagrams.so API.

NASA API Desktop Extension

Enables access to NASA space data and images through Claude Desktop, providing features like astronomy picture of the day, Mars rover photos, near-Earth object information, NASA image search, and Earth satellite imagery.

Cocktails MCP

Enables searching for cocktail recipes by name, ingredient, or randomly, and retrieving full cocktail details including ingredients, measurements, and instructions via TheCocktailDB API.

BNM-MCP

Este é um servidor MCP (Provedor de Contexto de Modelo) para a OpenAPI do BNM (Banco Negara Malaysia). Ele cobre apenas um subconjunto da API do BNM.

MCPHub

A centralized management platform that aggregates multiple Model Context Protocol (MCP) servers into a single unified endpoint for AI agents. It provides a web interface for hot-swappable tool management, proxying of existing servers, and AI-powered generation of custom MCP plugins.

Flowise MCP Server

A Model Context Protocol server that enables LLM tools to create, manage, and run Flowise chatflows and agentflows programmatically.

M/M/1 Queue Simulation Server

Provides comprehensive M/M/1 queuing system simulation capabilities including theoretical calculations, parameter validation, SimPy simulation execution, and comparison of simulation results with theoretical metrics.

stockprice-mcp

MCP server for stock prices, historical data, FX rates, and ticker search, powered by yfinance with no API key required. Designed for Claude Desktop.

@cyanheads/uniprot-mcp-server

Search UniProtKB by protein function, fetch curated records, map IDs across databases, and pull reference proteomes, taxonomy, and sequences via MCP. Supports both STDIO and Streamable HTTP transports.

Reputation Intelligence MCP Server

Analyzes and compares product reputation using data from Reddit, Hacker News, and YouTube, providing sentiment and dimensional scores.

AgentGo MCP Service

A Model Context Protocol service that enables agent authentication and integration with TrustGo platform, providing access to real-time data like price, sigma score, and mindshare bubble analytics.

Edit MCP

Edit MCP

Intervals.icu MCP

Enables interaction with the Intervals.icu API, providing tools to manage workouts, messages, wellness data, and more through any MCP client.

gemini-embedding-2-mcp-server

A local MCP server that indexes files in a directory using Gemini Embedding 2, enabling AI agents to perform semantic search over local documents.

doc-mcp-server

A powerful Word document editing MCP server that provides complete document manipulation capabilities, including creation, editing, formatting, tables, images, and advanced features like footnotes and interface document generation.

MCPify

A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Message Communication Protocol (MCP) tools, allowing AI agents to use existing REST APIs as if they were native MCP tools without manual implementation.

ezPay E-Invoice MCP Server

An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabling AI assistants to issue, void, and query invoices and allowances through the standard MCP protocol.

repolens

Enables LLM agents to acquire token-budgeted, deterministic context packs from repositories, with hash-chained provenance for auditability.

Sports Hub MCP Server

A unified MCP server that aggregates 32 sports API providers into a single service, providing 336 tools for scores, stats, odds, esports, and more across 70+ sports.

mcp-common-server

Zero-dependency MCP server that provides AI models with secure read/write/exec access to local files and directories over HTTP and SSE, designed to be tunneled via ngrok for integration with Claude Web.

Unreal Python API RAG MCP Server

Provides a retrieval/MCP knowledge server for the Unreal Engine Python API, enabling AI agents to retrieve real signatures and documentation before writing code.

oda-mcp

Read-only Model Context Protocol tools for evidence-based development cooperation and ODA research.

KogCat MCP Server

Provides AI-assisted judgment calibration by surfacing counterexamples, boundaries, and blind spots from a local knowledge base before acting on model answers.

tekweld-ecommerce-mcp

MCP server that wraps the Tekweld ecommerce test API, providing tools to browse the mega menu and make generic API calls.

Cloud MCP Calculator

A cloud-deployable math tool server that provides calculator capabilities to local LLM agents via the Model Context Protocol and Server-Sent Events. It allows instructors to host a centralized calculation engine that students can connect to from their local development environments.

A-Modular-Kingdom

Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools for AI agents via the Model Context Protocol.

MCP Server on Vercel

A template for running Model Context Protocol servers on Vercel with Redis support, allowing developers to deploy their custom tools, prompts, and resources using the MCP TypeScript SDK.

indiekit-mcp

A unified MCP server that auto-discovers and exposes all IndieKit tools (PostgreSQL, development, terminal UI) through a single endpoint.