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

用于构建基于 HTTP/SSE 的模型上下文协议 (MCP) 服务器和客户端的异步 Python 库，非常适合 AI 代理、工具集成和聊天机器人生态系统。

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.

Magento Spec MCP

Provides AI agents with Magento 2.4.8-p5 / PHP 8.3 technical standards, patterns, and review checklists via MCP tools, enabling them to reference the single source of truth when working on Magento projects.

django-rest-framework-mcp

Exposes Django REST Framework APIs as MCP tools, enabling natural language interactions with your data models such as CRUD operations and custom actions, with automatic schema generation from DRF serializers.

TorchV AIS MCP Server

Enables read, write, edit, and file transfer operations on TorchV AIS enterprise knowledge bases. Supports document management, repository browsing, and administrative tasks with configurable readonly, write, or admin permission levels.

Umbra

Umbra is the trust layer for AI-generated code. It scores any repo 0-100 with file:line evidence (security, slop, Docker-verified build/boot, and claim receipts that catch agents lying about tests), and guards agent file writes mid-stream blocking leaked keys, alg:none JWTs, and git-hook plants before they land. Tools: scan_repo, guard_content, get_score.

gmail-mcp-server

Enables reading, sending, searching, and managing Gmail through Claude using the official Google Gmail API.

Splitwise MCP Server

A server that wraps the Splitwise API so Claude can read and manage expenses, including listing, creating, updating, and deleting expenses with support for equal and custom splits.

posecode

MCP server for Posecode

LearnWorlds MCP

Enables AI assistants to manage a LearnWorlds school via the full public API, covering all 94 endpoints for courses, users, enrollments, payments, and more.

RideWithGPS MCP Server

An AI-powered companion that provides access to the RideWithGPS API, allowing you to interact with cycling routes, trips, events, and user data through natural language.

Microsoft 365 & Azure MCP Server

A unified MCP server that enables AI assistants to interact with Microsoft 365 and Azure resources through Azure CLI and Microsoft Graph API, running in a single Docker container.

obsidian-hybrid-search

MCP server that indexes Obsidian notes and enables hybrid search (full-text, fuzzy, semantic) for AI assistants to find and read notes.

shipmail-mcp

Official MCP server for Shipmail, enabling agents to manage domains, mailboxes, messages, threads, webhooks, and suppressions via natural language.

umo-memory

Persistent memory for AI coding agents that stores and recalls preferences, decisions, and conventions via semantic similarity, with zero cloud dependencies and plug-and-play MCP integration for Claude Code.

mihomo-ai-failover

Provides AI-aware failover for Mihomo proxy on macOS by validating real OpenAI paths and switching proxy groups after verified hard failures. It offers a local stdio MCP server for diagnostics, status, and safe management of the AI proxy group.

crawl-mcp

MCP server to crawl WeChat articles, download images, and convert to Markdown, designed for Cursor IDE and AI tools.

ASEKE Compass Engine MCP Server

Provides structured behavioral analysis grounded in Panksepp's affective neuroscience and pattern matching to understand human intent and behavior through primary emotional systems and transition dynamics.

ts-language-mcp

Enables AI coding agents to interact with TypeScript projects through compiler-level code intelligence, providing tools for navigation, type information, diagnostics, refactoring, and semantic search.

Roblox Executor MCP

Enables agents to interact with a running Roblox game client, execute Lua code, inspect scripts, spy on remotes, and more.

bubble-agent-mcp

MCP server that brings live Bubble Agent intelligence into Claude, Codex, Cursor, and other clients, enabling users to discover emerging conversation clusters, analyze momentum, compare opportunities, and generate evidence-based content drafts.

@unblockingapi/mcp

Enables AI agents to fetch bot-protected web pages, run structured Google searches, and check domain authority through UnblockingAPI's anti-detection engine and residential proxies.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling connection from AI playgrounds and local clients like Claude Desktop.

Clima MCP Server

Enables weather queries through OpenWeatherMap API, providing current conditions, intelligent city search, and configuration validation.

incident-copilot

MCP server for investigating cloud incidents and managing approvals. Provides read-only tools to list incidents, investigate incidents, and list approvals, keeping remediation behind human approval.

Dad Joke Visualizer

Generates clean, PG-13 dad jokes using AI and creates visual illustrations to accompany them on beautiful web pages. Works seamlessly with Cursor's Auto feature for interactive joke creation through natural language prompts.

wow-casc-mcp-server

MCP server for reading World of Warcraft client files via CASC storage, enabling file discovery and content retrieval.

Amazon India Product Research MCP

Enables beginner Amazon India sellers to research product opportunities, estimate demand, analyze competition, calculate profitability, find suppliers, mine reviews, research keywords, and generate listings through Claude Desktop.

mcp-guardian

Scans MCP tool descriptions for prompt injection attacks, including cross-tool instructions, privilege escalation, and data exfiltration patterns. It can be used as a CLI scanner or integrated as an MCP server itself.