Discover Awesome MCP Servers

Hive Mind MCP Server

Automatically generates and maintains living documentation for codebases by creating hierarchical hivemind.md files and flowchart diagrams at every directory level, enabling AI navigation and real-time or retroactive documentation of code structure, requirements, and dependencies.

pymcp-sse: Python MCP over SSE Library

Thư viện Python bất đồng bộ để xây dựng máy chủ và máy khách Giao thức Ngữ cảnh Mô hình (MCP) qua HTTP/SSE, lý tưởng cho các tác nhân AI, tích hợp công cụ và hệ sinh thái chatbot.

NotebookLM MCP Server

Enables automated interactions with Google's NotebookLM through browser automation. Supports persistent sessions, document uploads, notebook management, and streaming chat responses for AI-powered document analysis.

ardupilot-mavlink-mcp

Enables AI agents to interact with an ArduPilot vehicle in real-time via MAVLink, including reading state, inspecting and changing parameters, switching flight modes, diagnosing arming failures, and gated arming/disarming.

Remote MCP Server

A Cloudflare Workers-based deployment that implements the Model Context Protocol, allowing AI models to use custom tools without authentication.

Workspace MCP

Secure local development platform that exposes controlled developer capabilities (FS, Git, search, command execution) to AI assistants via MCP with deny-by-default security and audit logging.

Personal JIRA MCP

An MCP server that enables AI assistants to interact with JIRA, allowing for querying issue details, creating and updating work items, and managing attachments through a standardized interface.

AssetMCP

Provides normalized reads and unsigned transaction payloads for ASA, ARC-200, and ARC-72 assets on Algorand and Voi mainnets via the Model Context Protocol.

Lightning Memory

Persistent memory and payment safety for AI agents on Lightning. Enables agents to remember purchases, track vendor reputations, enforce budgets, and share trust signals via Nostr.

liquid-mcp

Connect your agent to any HTTP API on the fly: Liquid discovers and maps any REST API once, then fetches typed data deterministically. Server-side search/aggregate, cross-API normalization, and structured recovery built in.

sonic-mcp

MCP server that connects Claude Code to Sonic Pi for AI-assisted beat making, enabling live code execution and pattern management.

filesystem-mcp

Enables AI assistants to read, write, and manage files on the local system with security features like path restrictions and optional read-only mode.

docker-telethon-plus

Exposes a Telegram user account via MCP, enabling AI agents to send, read, and manage messages, chats, and media using full MTProto access through Telethon. It wraps Telethon behind a JSON HTTP API and MCP endpoint, allowing agents to interact with Telegram as the authenticated user.

mcp-home-server

Self-hostable MCP server that gives Claude tools to run shell scripts and read files on a home server, deployed via Multipass VM and Cloudflare Tunnel.

Short Video MCP Server

A FastMCP-based service that extracts no-watermark links from 20+ video platforms (including TikTok, Kuaishou, etc.) and can convert video speech to text.

exception-mcp-server

Enables AI-powered analysis of exceptions using vector similarity search and Azure OpenAI for operations teams.

LocalStack MCP Server

A Model Context Protocol (MCP) server for LocalStack that enables management of local AWS development environments, including container lifecycle operations, infrastructure deployments, log analysis with IAM policy generation, chaos injection, and Cloud Pods state management.

Antigravity GLM MCP

A bridge between Gemini and GLM-4.5 models that provides 25 tools for automating complex coding tasks, file management, and system operations. It features a security-hardened architecture with sandboxing, persistent memory, and automatic file backups.

Persona MCP

Enables AI to switch between 26+ expert personas on-demand with smart context detection, persona chaining, and 80%+ token savings through 'Submarine Mode' that keeps personas inactive until triggered.

MCP TTS VOICEVOX

Máy chủ VOICEVOX MCP

Obsidian Zettelkasten MCP Server

Enables AI models to read, search, and write notes in an Obsidian vault following the Zettelkasten method, with tools for semantic search, memo reading/writing, and dialogue saving.

GitLab MCP Server

An MCP server for the GitLab API that enables comprehensive project management, file operations, and issue tracking. It supports automated branch creation, batch file pushes, and interaction with merge requests and CI/CD logs.

Met Museum MCP Server

Một máy chủ MCP cho phép người dùng yêu cầu các mô hình AI khám phá bộ sưu tập của Bảo tàng Nghệ thuật Metropolitan. Thêm các tác phẩm nghệ thuật đã khám phá được làm Tài nguyên trên máy chủ.

GoHighLevel MCP Server

Connects AI agents like Claude Desktop to the GoHighLevel CRM platform with over 260 tools for managing contacts, messaging, and business workflows. It enables comprehensive automation of marketing, sales pipelines, and customer relationship management through natural language.

Weixin MCP

Enables reading and extracting content from WeChat public account articles using browser automation, allowing AI models to analyze and summarize WeChat articles through natural language requests.

limited-github-cli-mcp

Máy chủ MCP cho Github CLI

kali-tools-mcp

Exposes a hardened Docker container with Kali Linux security tools (nmap, sqlmap, dig, whois, etc.) as MCP tools, enabling network reconnaissance, web analysis, and vulnerability scanning through natural language commands.

screen-mcp

An MCP server that gives a model eyes and hands on a Linux Wayland desktop, enabling screenshot capture, mouse/keyboard control, OCR, and icon detection via OmniParser.

Chiro ERP - Issue Pipeline Orchestrator

Automates GitHub issue-to-PR workflows using specialized AI agents (analyst, architect, developer, tester, reviewer) that analyze requirements, design solutions, implement code, generate tests, and perform code reviews with HIPAA compliance checks.