Discover Awesome MCP Servers

Memory MCP

A knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.

Mock Data Server

MCP server that generates mock data.

mcp-repo-graph

Structural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.

OpenTester

OpenTester is a testing execution engine designed for AI coding tools (Claude Code, Cursor, OpenCode, etc.). It provides a unified DSL format and MCP interface, enabling Agents to generate, execute, and manage test cases, achieving an automated "code-test-fix" workflow.

Telegram MCP Server

Enables full access to your personal Telegram account via MCP, allowing reading, sending, and searching messages, managing chats, and retrieving user information through natural language commands.

MCP Task Manager Server

Sebuah server Protokol Konteks Model lokal yang menyediakan alat bantu backend untuk agen AI dalam mengelola proyek dan tugas dengan penyimpanan persisten di SQLite, memungkinkan pelacakan terstruktur tugas proyek dengan dependensi, prioritas, dan status.

MCP Autonomous Analyst

A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and generates interpretive summaries using local LLMs orchestrated via the Model Context Protocol.

semantic-mcp

A semantic router that enables discovery, management, and execution of tools across multiple MCP servers using natural language.

iStoreOS MCP Server

Enables AI assistants to read-only monitor iStoreOS/OpenWRT routers via SSH or HTTP/ubus API, providing 31 tools for system status, network info, logs, and plugin status (OpenClash, Passwall, AdGuardHome, etc.).

Vitest MCP Server

Enables AI assistants to run Vitest tests and analyze code coverage, supporting test-driven development workflows with tools for test execution and coverage analysis.

Arthor-Agent

AI agent for security teams: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base, OpenAI/Ollama. Risks, compliance gaps, remediations. MIT.

HelloWorld MCP Server

A simple TypeScript MCP server that provides two tools: one for greeting users with a customizable name and another for adding two numbers together.

mcp-printable

Connects MCP-capable agents to Blender and OpenSCAD for AI-driven 3D modeling, with tools and rules optimized for FDM-printable geometry.

mcp-mysql

Full-featured MCP server for MySQL and MariaDB with 99 tools covering databases, tables, data operations, user management, monitoring, and more.

Trello MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with access to Trello's functionality. This server enables AI models to interact with Trello boards, lists, and cards programmatically.

flexberry-markitdown-mcp

MCP server for converting various file formats (PDF, DOCX, images, audio, etc.) to Markdown using Microsoft MarkItDown, with support for large files and Cyrillic text.

envato-mcp

An MCP server for the Envato API that enables searching, purchasing, and downloading assets.

Bookstore MCP Server

Enables users to manage and interact with a bookstore through natural language, supporting book searching, inventory checking, purchasing, and restocking operations. Provides seamless integration with AI assistants for complete bookstore management functionality.

Estonian Cybersecurity MCP

Query Estonian cybersecurity data -- regulations, decisions, and requirements from RIA/CERT-EE -- directly from any MCP-compatible client.

cml2-mcp

Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and a generic API call tool, enabling models to interact with CML2 by reading the spec first.

Herald

The self-hosted MCP bridge between Claude Chat and Claude Code.

runtime-guard

ai-runtime-guard is an MCP server that sits between your AI agent and your system, enforcing a policy layer before any file or shell action takes effect. No retraining, no prompt engineering, no changes to your agent or workflow, just install, configure once, and your agent operates within the boundaries you set.

cn-food-mcp

Provides comprehensive Chinese food nutrition data with tools to search, compare, and filter foods by nutrient values.

build-quality-mcp

Enables Claude-powered pre-push code review, blocking bad commits by analyzing diffs with Anthropic's models.

Open Multi-Agent Canvas

Antarmuka obrolan multi-agen sumber terbuka yang memungkinkan Anda mengelola beberapa agen dalam satu percakapan dinamis dan menambahkan server MCP untuk riset mendalam.

Sauce Labs MCP Server

Enables AI assistants to interact with Sauce Labs testing platform through natural language, providing access to device cloud management, test job analysis, build monitoring, and testing infrastructure insights. Supports both Virtual Device Cloud (VDC) and Real Device Cloud (RDC) with comprehensive test analytics and team collaboration features.

GoHighLevel MCP Server

Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categories for complete contact management, messaging, sales pipeline automation, e-commerce operations, and business management through natural language.

@linklee/mcp-server

MCP server for Linklee that enables creating short links, listing links, getting click analytics, and managing workspace tags.

boilerforge

Architecture governance MCP server for AI-built codebases, enabling health checks, template management, and project scaffolding with migration support.

Strapi Content MCP

Enables AI assistants to interact directly with Strapi v5 CMS content through full CRUD operations, media uploads, and content type exploration using Strapi's Document Service API.