Discover Awesome MCP Servers

Compact Prompt

This MCP server compacts prompts to save on token usage.

reddit-mcp

An MCP server that provides both read-only and authenticated access to Reddit content and interactions without requiring a developer API key. It enables users to browse posts, search subreddits, and perform write actions like commenting and voting by leveraging browser session cookies.

Log Analyzer MCP

An MCP server for AI-powered log analysis that enables parsing, searching, and debugging across nine log formats directly within Claude. It features automated error extraction, sensitive data scanning, and streaming support for large log files.

text-stats-ai-mcp

Provides text analysis tools including word counting, reading time estimation, keyword density analysis, and sentiment scoring.

Duck Duck MCP

このMCPサーバーは、DuckDuckGoをウェブ検索に利用しており、構造化された検索結果をメタデータや、スマートコンテンツ分類、言語検出などの機能とともに提供します。これにより、MCPプロトコルをサポートするAIクライアントとの容易な連携を促進します。

TypeScript AST MCP Server

Enables MCP-compatible clients to analyze TypeScript code by finding method references, dependency imports, and React component trees.

mcp-server-database

Provides tools for interacting with relational databases (PostgreSQL, MySQL, SQLite), enabling SQL queries, schema inspection, and migration execution.

Instagram MCP Server

MCP server that connects AI agents to Instagram for reading statistics, insights, and comments via the official Meta Graph API.

openscad-mcp

Enables LLMs to create and manipulate 3D models using OpenSCAD through MCP tools for code-based modeling, preview, and export.

MCP Iceberg Catalog

ClaudeからApache Icebergカタログとやり取りするためのMCPサーバー。LLMプロンプトを通じてデータレイクの検出とメタデータ検索を可能にする。

HTML to Markdown Converter MCP

Converts raw HTML to clean Markdown, optimized for LLM token efficiency and deterministic processing.

Shanghai Disney MCP Server

Provides real-time ticket pricing and availability information for Shanghai Disney Resort through the Model Context Protocol. It enables LLMs to query sales status and specific costs for one-day and two-day passes.

Relay

A keyboard-first API client that stores requests and environments as plain files, and exposes its workspace over MCP so agents can browse, send, and create requests with vault access.

freeagent-cloudflare-mcp

Gives Claude access to a FreeAgent company, enabling read and write operations on contacts, projects, invoices, bills, and bank transactions with journaled undo support.

productivity-suite-mcp

AI-powered text formatting and summarization tools for development workflows. Zero-install Streamable HTTP transport — no binary, no npm required.

ProjectMind MCP

Gives AI coding assistants persistent project memory and semantic code search, running fully locally with no API keys required.

vision-mcp-server

An MCP server for analyzing images using ModelScope's vision models. Supports both local files and URLs, enabling image content description and question answering.

RAG Document Server

Enables semantic search and question-answering over uploaded documents using vector embeddings and Google AI. Supports document organization with tags, section-aware queries, and hierarchical markdown structure preservation.

Coyote MCP Server

An MCP server that provides easy setup and configuration for multiple AI development environments including Claude Desktop, VS Code, and Windsurf. Offers automated installation scripts and manual configuration options for seamless integration across different MCP-compatible clients.

mcp-homelab-server

Enables AI agents to manage a homelab by providing tools for Docker, Ollama, and system monitoring through the Model Context Protocol.

RAG-MCP

A Retrieval Augmented Generation MCP server that ingests documents into a local vector database and enables semantic search queries.

gemini-web-mcp

An MCP server for automated interaction with Gemini's web interface using Playwright and LangGraph, enabling task execution, deep research, file uploads, chat management, and dynamic selector verification via MCP tools.

Fatture in Cloud MCP Server

Enables integration with Fatture in Cloud to manage Italian electronic invoices through natural conversation, including creating, sending, and tracking invoices and financial data.

Steam游戏资讯Agent

基于MCP和LLM的游戏资讯智能体，支持查询Steam排行榜、总结游戏新闻和发送邮件简报。

git-auto-commit

Analyzes git repository changes to generate conventional commit messages and summaries using OpenAI's GPT-4o-mini. It provides detailed tracking of modified, added, and deleted files to streamline the version control process.

Pinecone Economic Books

Enables semantic search through a Pinecone vector database containing economic books and academic papers using natural language queries. Provides 10 specialized search tools with metadata filtering for precise discovery of economic theories, concepts, and research by author, subject, or book.

NIST NVD MCP Server

Enables AI agents to search, retrieve, and analyze vulnerability data from the NIST National Vulnerability Database through a comprehensive Model Context Protocol server.

ChatGPT Apps SDK Next.js Starter

A minimal starter for building OpenAI Apps SDK compatible MCP servers that support native widget rendering within ChatGPT. It demonstrates how to integrate Next.js tools and resources into the ChatGPT interface using the Model Context Protocol.

OpenProject MCP Server

Enables interaction with self-hosted OpenProject instances through the MCP protocol, supporting CRUD operations for projects and tasks (work packages) with pagination and filtering capabilities.