Discover Awesome MCP Servers

agent-tool

Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities.

Odoo MCP Server

A Model Context Protocol server that enables AI assistants to interact with Odoo ERP systems, providing comprehensive tools for searching, creating, updating, and managing Odoo records through a standardized interface.

Personal RAG MCP Server

Enables storing and searching personal notes, documents, and snippets using semantic search and RAG capabilities across Claude Desktop, VS Code, and Open WebUI.

Perspective AI

An AI Concierge replaces static forms with adaptive AI conversations that understand real situations, structure key information automatically, and trigger the right next step. Rigid forms cause drop-off, weaken qualification, and strip away context. Perspective uses adaptive AI to capture structured data and trigger automation, so you understand what truly matters to your customers and can make d

Flight Planner MCP Server

Fast-flights API を使用して、旅行代理店レベルのフライトプランを作成し、ユーザーがフライトを検索して包括的な旅行日程を作成できるようにします。

Bazi MCP

An AI-powered metaphysical Bazi calculator that provides accurate Chinese astrological chart calculations for personality analysis and destiny forecasting, addressing inaccuracies in existing AI fortune-telling tools.

MCP Devcontainers

An MCP server that enables interaction with development containers through the devcontainers CLI, allowing users to start, run commands in, and execute arbitrary shell commands inside devcontainers.

Eraser MCP Server

Creates, validates, and fixes diagrams on Eraser.io using their API. Supports sequence diagrams, flowcharts, cloud architecture diagrams, and entity relationship diagrams with automatic syntax error correction.

OrcaSlicer MCP Server

Enables AI agents to interact with OrcaSlicer to manage profiles, adjust printing settings, and perform slicing operations. It allows users to search settings, slice STL/3MF files, and analyze G-code metadata through natural language assistants.

Dify Workflow Server

mcp-difyworkflow-server は、Difyワークフローのクエリと呼び出しを実装するmcpサーバToolsアプリケーションです。複数のカスタムDifyワークフローのオンデマンド操作をサポートします。 - gotoolkits/mcp-difyworkflow-server

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers that can be connected to Claude Desktop or the Cloudflare AI Playground to expose custom tools remotely.

Tuning Engines

Own your sovereign AI model. Domain-specific fine-tuning of open-source LLMs and SLMs with total control and zero infrastructure hassle. Tuning Engines provides specialized tuning agents to tailor top open models to your needs — fast, predictable, fully delivered. Fine-tune Qwen, Llama, DeepSeek, Mistral, Gemma, Phi, StarCoder, and CodeLlama models from 1B to 72B parameters on your data via CLI o

Browser Automation MCP Server

Provides tools for browser-driven automation, HTTP API health checks, and visual regression testing using pixel comparison. It enables AI agents to interact with web pages, perform scripted UI actions, and verify service availability or visual consistency.

Spotify MCP Server

ClaudeとSpotifyを連携させ、Spotify APIを通じて、再生の制御、音楽の検索、トラックやアーティストの情報の取得、キューの管理を可能にします。

Illustrator MCP Server

Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claude to execute ExtendScript, manage document structures, and export artboards. It provides integrated tools for logo and icon design, including access to curated color palettes and professional design guidelines.

Agentic AI System MCP Server

Enables deployment of autonomous AI agents with memory and tool execution capabilities through a WebSocket-based MCP protocol. Provides production-ready infrastructure with REST API access, persistent state management, and extensible function registry for building self-hosted AI systems.

surreal-mcp

MCP Server for SurrealDB - Bridge AI assistants with SurrealDB databases

ARES MCP Server

Provides access to the Czech ARES business registry API, enabling search and retrieval of official information about Czech companies, validation of IČO numbers, and filtering by various criteria like legal form, industry codes, and location.

Grey Swan LLM Safety Challenge MCP Server

Grey Swan ArenaのコンペティションにおけるLLMの安全性に関する課題を文書化し、分析するためのMongoDB統合MCPサーバー

OpenStudio MCP Server

Enables AI assistants to interact with OpenStudio building energy models through natural language, allowing users to load, inspect, and manipulate OSM files including building geometry, HVAC systems, materials, schedules, and internal loads.

Autokirk MCP Server

Transforms business descriptions into structured AIS (Autokirk Interaction Standard) blueprints that organize operations, divisions, and AI opportunities using the Autokirk Founder Operating Format.

Twitter Api45 MCP Server

An MCP server for accessing the Twitter/X Api45 API, allowing users to retrieve user profiles, timelines, followers, and media. It supports searching communities, jobs, and trends, while also providing tools to monitor live broadcasts and Twitter Spaces.

Phone MCP Plugin

MCP用のプラグインで、AIアシスタントがAndroidスマートフォンを制御できるようになり、自然言語コマンドを通じて、電話をかけたり、メッセージを送信したり、スクリーンショットを撮ったり、連絡先にアクセスしたりする機能が利用可能になります。

MinerU MCP Server

Enables document parsing and extraction from PDFs and other formats using the MinerU API. Supports batch processing, page range selection, OCR in 109 languages, and VLM/pipeline models for high-accuracy content extraction.

Adb MySQL MCP Server

AIエージェントがAdb MySQLデータベースとシームレスに通信し、データベースのメタデータの取得やSQL操作の実行を可能にする、汎用的なインターフェース。

MCP-server

MCPサーバー (MCP sābā)

Skemati.ca MCP SSE Server

A Model Context Protocol (MCP) server implementation that uses Server-Sent Events (SSE) to enable real-time, server-pushed updates between AI models and tools over HTTP connections.

Talk to Figma MCP

Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.

strale-mcp

Trust and quality infrastructure for AI agents. 233+ quality-scored capabilities for company data, compliance checks, financial validation, and more. Every capability has a transparent SQS quality score. Audit trails on every call. EU AI Act support.