Discover Awesome MCP Servers

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.

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.

DICOM MCP Server

Mirror of

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.

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.

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.

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.

Hive MCP Server

Mirror of

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

OpenSpartan Forerunner

🪐 MCP server for Halo Infinite.

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

BOLD MCP Server

MCP Server to connect local LLMs to BOLD Rest API

Gemini Image Generator MCP Server

Allows AI assistants to generate and transform high-quality images from text prompts using Google's Gemini model via the MCP protocol.

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.

GitHub MCP Server

A Model Context Protocol server that enables LLM agents to manage GitHub repositories, issues, pull requests, branches, files, and releases through a standardized interface.

MySQL MCP Server

A Model Context Protocol server providing read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries.

Keboola MCP Server

This server facilitates interaction with Keboola's Storage API, enabling users to browse and manage project buckets, tables, and components efficiently through Claude Desktop.

Google Calendar MCP Server

MCP server for Google Calendar integration

MCP Database Server

A Model Context Protocol server that enables LLMs to interact with databases (currently MongoDB) through natural language, supporting operations like querying, inserting, deleting documents, and running aggregation pipelines.

MCP Server ODBC via SQLAlchemy

Provides SQLAlchemy (via pyodbc) connectivity to any Database Management System (DBMS) that's accessible via SQLAlchemy.

azure-mcp-server

A Model Context Protocol (MCP) server that provides tools, prompts, and resources to interact with and manage Azure resources