发现优秀的 MCP 服务器

Mermaid Chart MCP

A powerful Model Context Protocol server that automatically generates Mermaid diagrams from code and provides SVG beautification features.

Browser Bridge MCP

MCP server that gives AI coding assistants direct access to the browser — navigate, click, fill forms, run JavaScript, take screenshots, and read page content.

BoligWatch MCP Server

Monitors boligportal.dk for new rental listings in Denmark. Provides tools to search, filter, and track apartment listings via natural language.

MCP Veracode

An MCP server that enables users to interact with Veracode security services through Claude Code. It allows for listing applications, retrieving vulnerability findings, checking scan statuses, and monitoring policy compliance.

seven-dpt-mcp

Feynman's twelve-problems method as an MCP server — a persistent set of long-running problems plus an evoke loop that tests each new trick against all of them. Local, TypeScript, no LLM inside, no API key.

Filesystem MCP Server

增强型文件系统 MCP 服务器

Langfuse Trace Fetcher

Fetches Langfuse observability traces directly into a VS Code coding agent's context, enabling querying and viewing trace data through natural language.

ranger-mcp-server

Enables management of Apache Ranger access policies, masking, tag-based policies, roles, users, and groups via agentic workflows with Knox authentication.

MCP Parking Server

A read-only MCP server for querying parking management systems using natural language and secure SQL. It enables searching for parking locations, retrieving billing configurations, and understanding database schemas through business context tools.

agent-memory

MCP server providing persistent memory management for AI agents using SQLite and FTS5, enabling storage, full-text search, and recall of memories with namespace isolation.

WorkoutGuide MCP

Enables workout tracking and coaching within Claude conversations, managing exercise configs, logs, streaks, and health metrics via an MCP server with PostgreSQL.

dev-mcp

Turns AI assistants into active Technical Project Managers by providing a persistent project brain and workflow tools for onboarding, session management, and code verification.

Gemini TTS MCP Server

Provides text-to-speech capabilities using Google's Gemini TTS API with support for multiple voices, automatic chunking of long text, multi-speaker dialogue, and audio playback via Windows Media Player.

gsc-mcp-connector

Self-hosted Google Search Console MCP server deployable to Cloudflare Workers that enables querying GSC data (search analytics, URL inspection, sitemaps) via natural language through ChatGPT, Claude, or any MCP-capable client.

gha-doctor

CI health reports for GitHub Actions: flaky tests named from logs, wasted compute priced in dollars, zombie crons, PR feedback time, plus 21 lint rules with safe auto-fixes. Read-only MCP tools wrap the same Go binary.

mcp-rubber-duck

An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually research and get different perspectives!

Polymarket MCP Server

Enables AI agents to trade on Polymarket prediction markets via a self-hosted MCP server, supporting wallet management, order placement, position syncing, and gasless transactions on the Polygon network.

Engram Memory MCP

Combines bm25, vector and knowledge graphs to create a comprehensive memory solution. https://github.com/lumetra-io/engram-memory-mcp

MCP OmniFocus

A Model Context Protocol server that enables automation and management of OmniFocus tasks, projects, and tags using natural language and programmable interfaces from VS Code, command line, or any MCP-compatible client.

MCP Memory

Enables MCP clients to remember user preferences and behaviors across conversations using vector search technology.

Palo Alto Networks MCP Server Suite

Enables comprehensive management of Palo Alto Networks firewalls through a modular suite of servers for security policies, network objects, device operations, and system configuration.

blender-mcp

Enables AI-powered control of Blender through natural language, allowing users to create, manipulate, and automate 3D scenes, objects, materials, animations, and more via Claude or other MCP clients.

LexiLint MCP

Offline spell check and BYOK grammar checking for AI assistants. 100% offline spell check via nspell (zero tokens, zero API calls). BYOK grammar checking with your own Gemini, OpenAI, or Claude API key. Works with Claude Desktop, Cursor, ChatGPT, and any MCP-compatible tool. 8 languages supported.

storybook-mcp

A Model Context Protocol (MCP) server for Storybook.

QGIS MCP Server

通过模型上下文协议将 Claude AI 连接到 QGIS，使 Claude 能够直接交互和控制 QGIS，以执行诸如项目创建、图层操作和代码执行等任务。

mcp-ledger-server

Exposes a ledger system (invoice queue, duplicate control, VAT register, contractor history, decision journal) as MCP tools for AI agents, enabling accurate invoice processing with deterministic validation.

klawfetch

A geo-distributed HTTP proxy for AI agents, enabling web fetching from multiple global regions (Frankfurt, Sydney, New York, San Francisco) with support for screenshots, scraping, and JS rendering.

AI Agent Generator

Enables creation and deployment of AI agents through natural language by providing tools for agent specification, smart component integration from 500+ ready-to-use components, and one-click deployment with intelligent auto-configuration.

talktoplanb-mcp

Lets AI assistants list chat rooms, read messages, and send messages on TalkToPlanB, a self-hosted WhatsApp-alternative messenger.

Obsidian MCP Server

这个基于 TypeScript 的 MCP 服务器使用户能够管理和总结文本笔记，并提供笔记创建和总结提示的工具。