发现优秀的 MCP 服务器

xmcp Application

A template/starter project for building MCP servers with structured directories for tools, prompts, and resources that are automatically discovered and registered.

wbot

MCP server providing an Agent-first, read-only interface to authorized WeChat conversations, with CLI and plugin support for Codex and Claude Code.

ontology-mcp-self-healing

Self-healing MCP server that monitors database schema changes, detects differences, and automatically updates ontology mappings using AI to ensure agents continue working without manual intervention.

ens-mcp

About An MCP server that resolves, analyzes, and contextualizes ENS domain activity.

MCP Boilerplate

A boilerplate for deploying a remote MCP server on Google Cloud with authentication, enabling experimentation with MCP tools.

Simple Console MCP

A minimal browser debugging MCP server that monitors Chrome Console logs and executes JavaScript. 97% lighter than full DevTools alternatives, providing just 4 essential tools for efficient debugging without consuming excessive context tokens.

local-mcp-chatgpt-tunnel

Enables ChatGPT Developer Mode to securely invoke multiple Windows-local stdio MCP servers through a single gateway, with tool namespacing, path restrictions, and serial execution control. It includes safe-file, image, and download tools for local workspace interaction.

youtube-transcript-mcp

An MCP server that gives Claude access to YouTube video transcripts. Extract full transcripts, search for keywords with timestamps, and get direct YouTube links to matching moments.

🤖 Welcome to the Robot Takeover Setup Script! 🚀

在 Windows 上轻松设置 Anthropic Claude 模型上下文协议 (MCP) 服务器的脚本

GNS3 Network Simulator MCP Server

Enables AI-powered network engineering by providing natural language control over GNS3 network simulations. Supports creating projects, building network topologies, managing devices, controlling simulations, and analyzing network traffic through conversational AI interactions.

Hexis

A git-backed MCP server that centrally manages AI agent skills, tools, and knowledge with role-based access, change requests, and a remote OAuth 2.1 endpoint.

TheAlmanac

Enables programmers to search, download, and access up-to-date API and software documentation through MCP tools, integrating with LLMs like Claude for Desktop.

screenshot-feedback-hook-mcp

A cross-platform screenshot tool that lets coding agents capture and view their output, enabling self-correction through visual feedback.

Cal MCP Server

Enables AI assistants to answer mortgage-related queries by providing tools for lender search, loan limit lookup, down-payment assistance programs, and more, with data sourced from real wholesale lenders and broker-curated intel.

MCP Server plugin

Enables recording Codex tool failures as redacted .tape evidence, inspecting captured runs, injecting failure conditions, and saving offline regression tests.

MCP Ping Server

Provides a ping tool to check connectivity and measure latency to any hostname or IP address across platforms.

Jarvis

MCP server for designing drones and related physical systems through natural language in Spanish, with deterministic calculation and simulation.

chrome-pilot-mcp

Connects to a running Chrome instance via CDP to expose browser control as MCP tools, preserving login state, cookies, and extensions for automation.

Hubble Ai Mcp

用于 Solana 数据分析的 MCP 服务器。

Android Skills MCP

Provides AI coding assistants with access to Google's Android development skills library through an MCP server. Enables developers to discover, search, and apply Android best practices directly within their coding environment without manual copying.

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MCP Server for Axiom

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Arra Oracle

MCP server for semantic search over Oracle philosophy using hybrid search (FTS5 + LanceDB). Integrates with Claude Code for querying wisdom and managing a knowledge vault.

Claude-Code MCP Runner

This MCP server enables remote control and management of Claude Code agents, allowing you to execute missions, configure agent personalities, and integrate with other MCP tools.

Figma MCP

MCP server for the Figma API. Lets AI agents fetch designs, nodes, and rendered images from Figma.

ChemMCP

A chemistry computation platform providing 19 professional tools for molecular structure processing, including SMILES conversions, molecular calculations, functional group identification, visualization, and AI-powered molecule generation and description.

marimo-mcp

Auto-discovers running marimo notebooks and exposes tools for reading, editing, and running cells via MCP, supporting both HTTP and VS Code backends.

ToolDock

Exposes a typed Python function as a CLI command, REST endpoint, and MCP tool without adding transport code.

Featureflow MCP Server

Enables AI assistants to manage Featureflow feature flags, including creating and updating features, controlling feature states across environments, and managing projects, environments, and targeting rules through natural language.

openbeautyfacts

Enables querying Open Beauty Facts product data through natural language, using the Pipeworx MCP gateway.