Discover Awesome MCP Servers

MCP Server Demo

A demonstration implementation of the Model Context Protocol server that facilitates communication between AI models and external tools while maintaining context awareness.

MCP Server GDB

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities.

Claude MCP Data Explorer for Windows

A Model Context Protocol server that enables Claude to load CSV files and execute JavaScript data analysis scripts for advanced data exploration and insights generation.

PostgreSQL MCP Server

Mirror of

Wikipedia MCP Server

A Model Context Protocol server that retrieves information from Wikipedia to provide context to LLMs, allowing users to search articles, get summaries, full content, sections, and links from Wikipedia.

MCP-SSE1111

created from MCP server demo

GitHub Repository MCP Server

Enables AI models to access GitHub repository contents as context, with features to fetch entire repositories, specific file contents, and repository structures for use in AI interactions.

EverArt

AI image generation using various models

My first MCP server

Mirror of

Coder DB - AI Memory Enhancement System

An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns with semantic search capabilities, quality metrics, and relationship modeling. Designed to enhance programming workflows through contextual recall of best practices, algorithms, and solutions.

Blockchain CLI in Rust

A simple blockchain implementation in Rust featuring SHA-256 hashing, CLI interface, and MCP server integration. Demonstrates core blockchain concepts through block creation and chain validation while exposing blockchain functionalities over a network.

SQL MCP Server (TypeScript)

A TypeScript implementation of a Model Context Protocol server that enables language models to securely query PostgreSQL databases, including those behind SSH bastion tunnels.

OpenSpartan Forerunner

🪐 MCP server for Halo Infinite.

Douban MCP Server

douban api mcp server

MCP Coding Server Demo with Claude AI

Esperimento di sviluppo Java EE automatizzato con Claude + MCP

ElevenLabs MCP Server

MCP server implementation for ElevenLabs API integration

TeamRetro MCP Server

An unofficial MCP server that enables Claude to interact with TeamRetro.com's API for team retrospective management, providing direct pass-through to TeamRetro's public API endpoints with multiple authentication options.

LongPort OpenAPI

LongPort OpenAPI provides programmatic quote trading interfaces for investors with research and development capabilities and assists them to build trading or quote strategy analysis tools based on their own investment strategies.

Hive MCP Server

Mirror of

Trends Hub

A MCP server that aggregates hot trends and rankings from various Chinese websites and platforms including Weibo, Zhihu, Bilibili, and more.

FindMine Shopping Stylist

An MCP server that integrates FindMine's product styling and outfit recommendation capabilities with Claude and other MCP-compatible applications, allowing users to browse products, get outfit recommendations, find similar items, and access style guidance.

DICOM MCP Server

Mirror of

Chain of Thought MCP Server

An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.

Open Docs Mcp

An open-source MCP implementation providing document management functionality. This project aims to replicate Cursor's @Docs functionality.

S3 MCP Server

⚙️ A Model Context Protocol (MCP) server for accessing Amazon S3 buckets. This server provides seamless integration with S3 storage through MCP, allowing efficient handling of large files including PDFs through streaming capabilities.

MCP Ripgrep Server

Provides ripgrep search capabilities to MCP clients like Claude, allowing high-performance text searches across files on your system.

Project Hub MCP Server

MCP server for managing software projects, providing tools for project tracking, note-taking, and GitHub integration

LSPD Interrogation MCP Server

A Model Context Protocol server that simulates police interrogations, enabling users to create officer profiles and conduct dynamic interrogations with simulated suspect responses based on configurable parameters like pressure level, evidence, and crime type.