Discover Awesome MCP Servers

Playwright MCP Server

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots, providing browser automation capabilities without requiring screenshots or visually tuned models.

BookStack MCP Server

Enables AI assistants to manage BookStack documentation through natural language, supporting content browsing, search, and CRUD operations for books, chapters, and pages.

Mandoline MCP Server

Enables AI assistants to reflect on, critique, and continuously improve their performance using Mandoline's evaluation framework. Provides tools for creating custom evaluation metrics and scoring prompt/response pairs to measure AI assistant quality.

Stacks MCP Server

Enables interaction with the Stacks blockchain through Claude Desktop. Manage wallets, trade tokens on DEXs, stack STX for Bitcoin rewards, and track portfolio—all through natural conversation.

ChiCTR MCP Server

Enables querying clinical trial information from the Chinese Clinical Trial Registry (ChiCTR) by searching trials with keywords, registration numbers, or years, and retrieving detailed trial information.

MCP Label Printer

Enables printing labels with QR codes and text to a Brother QL-810W printer via P-touch Editor Lite, useful for creating physical labels for GitHub issues and pull requests.

LoL Data MCP Server

A comprehensive League of Legends data ecosystem that provides access to champion statistics, item data, and patch history via the Model Context Protocol. It enables analysis of game mechanics, build optimization, and meta tracking through real-time data integration.

Ultimate-MCP-Server

Provides a suite of tools like agent orchestration and token optimization for Claude

VSC-MCP

このプロジェクトは、Language Server Protocol（LSP）の機能をMCP（Model Context Protocol）ツールとして公開するツールを提供します。

Formula One MCP Server

A Model Context Protocol server that provides comprehensive Formula One racing data, enabling access to event schedules, driver information, telemetry data, race results, and performance analytics through natural language queries.

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to view and manage merge requests, review discussions, check CI/CD pipelines and test results, and respond to comments through natural language.

Abstract MCP

A smart proxy server that prevents context window bloat by caching large tool responses to local files and returning compact resource links. It supports format conversion and data uploads, allowing LLMs to handle massive datasets without consuming excessive tokens.

MCP Bridge API

MCP Bridgeは、軽量かつ高速で、LLMに依存しないプロキシであり、統一されたREST APIを通じて複数のModel Context Protocol (MCP)サーバーに接続できます。モバイル、ウェブ、エッジデバイスなど、多様な環境での安全なツール実行を可能にします。柔軟性、拡張性、そしてあらゆるLLMバックエンドとの容易な統合を目的として設計されています。

ITSM Integration Platform

ITSMツール連携のためのMCP

E*TRADE MCP Server

Enables LLMs to retrieve real-time stock and options market data through the E\*TRADE API using natural language. It features secure OAuth 1.0 authentication, persistent token management, and comprehensive support for stock quotes, options chains, and Greeks.

SSB MCP Server

Provides comprehensive access to SQL Stream Builder (SSB) functionality with 80+ MCP tools for managing streams, jobs, tables, and real-time data processing. Supports both standalone SSB deployments and Cloudera Data Platform with multiple authentication methods.

Lightweight GitHub MCP

A configurable proxy that filters GitHub MCP server tools via YAML whitelist, reducing context consumption from 100+ tools to only the ones you need while providing meta-tools to discover available functionality.

PolyNeural.ai Knowledge Graph MCP Bundle

Provides AI agents with persistent memory and knowledge management through a comprehensive knowledge graph platform. Enables storing, searching, and managing entities, relationships, and observations with advanced features like trending analysis and smart ranking.

Nutrition By Api Ninjas MCP Server

Provides access to the Nutrition By Api Ninjas API to extract detailed nutritional information from natural language food queries. It enables users to retrieve data such as calories, vitamins, and macros from text descriptions of meals.

Cloudflare Playwright MCP Server

Enables AI assistants to control web browsers through Playwright automation tools deployed on Cloudflare Workers. Supports web navigation, clicking, typing, screenshot capture, and other browser automation tasks through natural language commands.

PocketBase MCP Server

Enables MCP-compatible applications to directly interact with PocketBase databases for collection management, record operations, schema generation, and data analysis.

DaVinci Resolve MCP Server

Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enabling control of video editing workflows through natural language commands for project management, timeline operations, and media pool tasks.

MCSManager MCP Server

Enables management of Minecraft servers through the MCSManager API. Supports executing server commands, checking player status, retrieving server information, and controlling game settings like weather.

DollhouseMCP

A comprehensive Model Context Protocol server that enables dynamic AI persona management with GitHub-powered marketplace integration, allowing Claude and other compatible AI assistants to activate different behavioral personas with community sharing capabilities.

Web-QA

An AI-powered MCP server that automates web testing workflows by enabling recording, execution, and discovery of tests through natural language prompts.

CSS Tutor MCP Server

Provides personalized CSS learning updates by tracking known concepts in memory, fetching latest CSS news via Perplexity, and guiding users through new CSS features they haven't learned yet.

MCP Sample Chat

A local LLM chat application implementing the Model Control Protocol (MCP) architecture with Ollama, FastAPI, and Gradio that demonstrates clear separation of model, control, and presentation layers.

NoctisAI

Enables advanced malware development, threat intelligence analysis, and offensive security operations through specialized tools for multi-language payload generation, obfuscation, OSINT reconnaissance, and forensic analysis. Designed for authorized penetration testing, red team exercises, and cybersecurity research with comprehensive educational capabilities.

ClickHouse MCP Server

ClickHouse用のMCPサーバー