Discover Awesome MCP Servers

MCP Orchestration System

A master control platform that orchestrates intelligent agents with a plug-and-play architecture, allowing users to manage and coordinate multiple AI agents through a unified system.

Ollama MCP Server

Enables complete local Ollama management including listing models, chatting with local LLMs, starting/stopping the server, and getting intelligent model recommendations for specific tasks through natural language commands.

Teambition MCP Server

A Model Context Protocol (MCP) server that provides AI capabilities to Teambition applications, enabling programmatic access to user management, organization data, and project collaboration features through natural language.

MCP Server Trello

鏡 (Kagami)

WDIO MCP Server

A custom Model Context Protocol server that enables GitHub Copilot Agent to perform browser automation testing using WebdriverIO tools through natural language instructions.

Figma MCP Server

CursorがModel Context Protocolを通じてFigmaファイルにアクセスできるようになり、コード生成のためにデザインデータをより正確に解釈し、活用する能力が向上します。

Arbitrum Bridge MCP Server

Enables AI agents to perform cross-chain bridging operations using natural language intents, with support for multiple protocols (Across, Stargate) and advanced security features like oracle validation and slippage protection. Provides comprehensive bridging tools including quote estimation, transaction building, and approval management across Arbitrum and Ethereum networks.

mcp-notify

MCP Server for notify to telegram / weixin

QualAI

AI-powered qualitative research analysis server that provides 20 specialized tools for coding, thematic analysis, theory building, and validation using community-contributed methodologies through RAG-enhanced analysis.

MCP Memory Server

Enables AI assistants to store and retrieve long-term memories using PostgreSQL with vector similarity search. Supports semantic memory operations, tagging, and real-time updates for persistent learning across conversations.

ogd-mcp-server

OGD MCPサーバー (OGD MCP Sābā)

Custom Elasticsearch MCP Server

A high-performance MCP server that connects tools like Cursor to Elasticsearch clusters using public-key authorization instead of API keys. It provides optimized tools for searching data, listing indices, and inspecting cluster mappings or shards with support for concurrent requests.

Aucterra MCP Server

An MCP-compatible server that enables LLM agents to interact with Aucterra's document understanding APIs, providing structured access to document classification and field extraction services.

OpenAlex MCP Server

AIエージェントが世界中の学術文献に構造的にアクセスするための、OpenAlex MCPサーバーのオープンソース実装

Strapi MCP Server

Provides AI agents with full access to Strapi 5.x CMS for managing content types, entries, media, and schemas. It supports full CRUD operations, relation management, and secure authentication for comprehensive content administration.

docs.rs MCP

An MCP server that enables searching for Rust crates and their documentation from docs.rs, allowing AI agents to find required crates and access the latest documentation.

ROI Prediction MCP Server

Enables AI-powered ROI prediction and tracking with Monte Carlo simulations, Dutch market validation, and multi-project comparison. Supports natural language input for financial projections, risk analysis, and industry benchmarking across sectors like finance, healthcare, retail, and manufacturing.

ComfyUI MCP Server

Enables AI assistants to interact with local ComfyUI installations to list nodes, validate workflows, and execute image generation workflows directly without requiring an HTTP server.

Git Metrics MCP Server

Analyzes git repository metrics to understand team health, development patterns, code quality, and collaboration through natural language queries. Provides insights on commit statistics, bus factor, velocity trends, technical debt, and burnout detection.

MCP Windows

Windows integration MCP server that enables Claude to interact with Windows system features including media playback control, notification management, window operations, screenshots, monitor control, theme settings, file opening, and clipboard access.

AI Debugger

Bringing the debugging we know and love as human programmers to our AI agents – debug any supported language with breakpoints, variable/state inspection, and stepping, to supercharge agents' capabilities to reason about runtime code.

MCP PostgreSQL Server

PostgreSQLデータベースに接続し、スキーマの安全な探索、読み取り専用のSQLクエリの実行、および事前構築されたテンプレートを使用したデータ分析のためのツールを提供するサーバー。

MCP Server for Microsoft Business Central

Server that enables integration with Microsoft Business Central through its REST API, providing functionality for customer and product management, sales orders, and generic API interactions.

PentestMCP

Enables LLMs to perform Active Directory penetration testing using tools like NetExec, Bloodhound, Nmap, Certipy, and John the Ripper. Automates vulnerability discovery, attack path analysis, and documentation generation for security assessments.