Discover Awesome MCP Servers

Codacy MCP Server

Codacy's MCP Server implementation

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: SSH Rails Runner

Mirror of

MCP Cases

MCP Cases is a format that allows to specify how your MCP Server behaves for various automations

MCP WebSocket Server

This server implements an MCP (Model Context Protocol) server with WebSocket enhancements for real-time data updates.

Powerpoint MCP server

A server that enables AI assistants to create and edit PowerPoint presentations with features for adding various slide types, tables, charts, and AI-generated images through Stable Diffusion.

Tmux MCP Server

Enables Claude Desktop to interact with and view tmux session content, allowing AI assistants to read from, control, and observe terminal sessions.

Telegram MCP Server

MCP Server for Telegram chatbot use.

My first MCP server

Mirror of

MCP-SSE1111

created from MCP server demo

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.

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.

EverArt

AI image generation using various models

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.

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.

Kokoro Tts Mcp

A server that generates MP3 audio files from text using Kokoro TTS technology with optional S3 upload capabilities.

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.

MCP Server Demo | MCP 伺服器展示

MCP Server Demo

Hive MCP Server

Mirror of

Douban MCP Server

douban api mcp server

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.

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.

Perplexity MCP Server

Enables intelligent code analysis and debugging through the Perplexity AI's API, offering detailed error analysis, pattern detection, and comprehensive solutions, with integration support for the Claude desktop client.

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.

Trends Hub

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