发现优秀的 MCP 服务器

codebase-doc-generator

Generates comprehensive documentation (architecture overview, dependency graph, API surface, and README) for any codebase locally without external APIs.

Quizlar

Quizlar is the learning MCP server. It turns whatever source the user brings — a YouTube lecture, a PDF, a URL, a textbook passage, or a pasted block of notes — into flashcards, then runs interactive quizzes with FSRS spaced-repetition scheduling so the material actually sticks. Every tool maps one-to-one to something a real learner does: ingest, quiz, track progress, review what's due.

Aptos Blockchain MCP

Integrates Aptos blockchain access into AI applications, enabling interaction with tools for native APT operations, custom coin management, and transaction handling.

meals-mcp-server

Connects Claude AI to a live meals database, enabling natural language queries for meal search by name, ingredient, or ID, and random meal suggestions.

hachanha-mcp

MCP server that converts user requests into deliberately poor drawing prompts, enabling ChatGPT to render intentionally shabby sketches instead of realistic images.

Verified Technical Solver

Provides deterministic tools for symbolic math, equation solving, relation verification, reasoning structure audits, and validated CAD primitives, returning evidence artifacts for every result.

Qwen Memory MCP

A Model Context Protocol server providing durable, cross-session memory for AI agents, powered by Qwen on Alibaba Cloud. Enables agents to write, search, recall, and forget memories with semantic ranking.

imessage-index

A local-first iMessage retrieval system that serves hybrid full-text and vector search over an MCP server, enabling an AI assistant to answer questions about your correspondence.

Remote MCP Server (Cloudflare Authless)

Enables deployment of a remote MCP server on Cloudflare Workers without authentication, allowing connection from AI Playground and Claude Desktop via mcp-remote proxy.

Conselho Regional de Odontologia MA: Cadastro MCP

Read-only MCP server for querying official dental professional registry data from the Regional Council of Dentistry of Maranhão, Brazil. Enables natural-language lookups via a single consult tool.

AdButler MCP Server

Enables managing your entire AdButler advertising account from any AI assistant, exposing over 600 tools covering the full AdButler v2 API for display ads, video, targeting, reporting, programmatic, and more, plus pre-built workflow prompts.

postgrowth-mcp

MCP server that acts as a shim between Claude and the PostGrowth API, exposing seven tools to list clients, manage posts, and handle ClickUp tasks and media uploads. It translates MCP calls into authenticated HTTP requests, keeping business rules and credentials on the server side.

formasty

Enables AI agents to build and operate production-ready forms, quizzes, surveys, and workflows, including creation, publishing, submission management, and integration with webhooks and analytics.

tronbyt-mcp

Lets your AI assistant control and display text/images on a Tidbyt or Tronbyt LED sign via the MCP protocol.

chrome-local-mcp

Lightweight MCP server for controlling a Windows Chrome instance from WSL, designed for AI coding agents with minimal token overhead and human-in-the-loop support.

webcmd-mcp

Enables AI agents to drive websites locally through Webcmd, with tools for setup, skill retrieval, and running web commands. Simplifies integration by auto-installing the CLI and providing bundled skills.

System Information MCP Server

Provides tools to monitor host system health including CPU load, disk usage, and network status while enabling file system management tasks like searching and moving files. It includes built-in safety guards to prevent operations on critical system directories.

nock

An MCP server that sits between coding agents and local tools, using a tiny on-device model to route tool calls and requiring confirmations for destructive actions, while only exposing four tools to the host.

store-preflight-mcp

An MCP server that scans code repositories for app store rejection risks by mapping API usage to required declarations and policy deadlines, enabling agents to catch issues before submission.

@yawlabs/tailscale-mcp

Manage your Tailscale tailnet - devices, ACLs, DNS, keys, and more - through natural language queries.

fast-html-mcp

Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembly-Patch-Read-Raw-Consistency architecture. 15 tools, 22 components, 25 templates — purpose-built for AI-driven page creation with sub-second patch times and AI-grade token compression. MCP name: io.github.aimino-tech/fast-html-mcp-server Quick Start npx -y @aimino/fast-html-mcp-server

nakama-mcp

An MCP server that allows Claude and other hosts to interact with a Heroic Labs Nakama instance through both its Client API and Console API, enabling game server operations like authentication, accounts, storage, leaderboards, and admin tasks.

Webflow MCP Server

Enables AI agents to interact with Webflow APIs for managing sites, pages, components, CMS collections, and custom code.

Tencent Cloud Log Service (CLS) MCP Server

Enables large language models to directly access Tencent Cloud Log Service for log search, metric queries, and alarm management without code.

HomeClaw

Enables AI assistants to control Apple HomeKit smart home accessories, scenes, and automations via MCP tools.

KurrentDB MCP Server

Provides tools to read and write events, list streams, and create, test, and debug projections on KurrentDB.

unifi-mcp

Enables querying UniFi network devices and data using natural language through MCP clients like Claude Desktop.

Fastidious MCP Server

Enables to manage notes and collections in Fastidious AI application through natural language, supporting CRUD operations and search via MCP protocol.

Generic Image Provider MCP

Maps a stable image-tool contract to an OpenAI-compatible image provider while enforcing file access within configured Windows directories.

MCP Uber Server

An MCP server that enables AI assistants to book and manage Uber rides, including getting price estimates, requesting rides, checking ride status, and canceling rides.