发现优秀的 MCP 服务器

Fantasy World MCP Simulator

Generates and evolves fantasy worlds procedurally, simulating centuries of history, geography, and culture from a simple starting event.

MCP Pyrefly

Integrates Pyrefly's real-time Python type checker with a gamification system that rewards fixing code errors with lollipops, using psychological manipulation to encourage LLMs to actively hunt for and fix all errors including imports.

learning-mcp-server

A minimal MCP server with three toy tools (add, echo, current_time) for learning deployment on SAP BTP Cloud Foundry.

Marketing Analytics MCP Server

Enables natural language querying of marketing analytics across Google Search Console, GA4, Google Ads, HubSpot, and Bing. Provides tools for search queries, traffic, campaign performance, and composite cross-platform rollups.

OpenRouter MCP Server

An MCP server that provides access to 400+ AI models via OpenRouter, enabling chat, comparison, and document analysis through Claude.

mcp-nomad

mcp-nomad

TdxQuant MCP Server

Provides AI clients access to TdxQuant/通达信 financial data and trading capabilities through MCP. Enables retrieval of market data, financial reports, sector information, and trading operations via stdio or HTTP/SSE connections.

Canopy

An MCP server that exposes vehicle-diagnostic and CAN-bus domain logic as agent tools, with a LangGraph orchestration layer and a human-in-the-loop eval harness.

CodeGraph

Builds a semantic graph of codebases across 38 languages and exposes 42 MCP tools for structured code understanding, search, and impact analysis.

Bitbucket MCP Server

A local MCP server that enables Claude to browse and interact with Bitbucket repositories, including listing repositories, branches, reading files, and viewing commits.

NodeMCU MCP Service

一个用于管理 ESP8266/NodeMCU 物联网设备的服务器，它提供 REST/WebSocket API，并实现了模型上下文协议，以便与 AI 助手集成。

desktop-mcp

Windows desktop-control MCP server: screenshot, window mgmt, mouse/keyboard input, recording.

gamma-mcp-server

Integrates Gamma.app with AI assistants to create presentations, documents, webpages, and social posts directly from conversations.

manim-mcp

Enables generating and editing mathematical animations via natural language, with support for multi-agent pipeline, RAG-based code generation, and parallel audio narration.

mcp-searxng-public-extended

Free web search for your AI using public SearXNG instances, with parallel multi-server requests and throttling.

ecom-mcp

An MCP server for e-commerce operations that enables AI agents to investigate stuck orders, surface fulfillment anomalies, and create escalation records via natural language queries.

Veridexa MCP Gateway

Exposes the Veridexa S2S API to MCP clients (e.g., ChatGPT) via Streamable HTTP, allowing document verification and report retrieval.

MCP Gemini CLI

A server that allows interaction with Google's Gemini AI through the Gemini CLI tool using the Model Context Protocol, providing a standardized interface for querying Gemini with various options and configurations.

Remote MCP Server

A serverless MCP (Model Context Protocol) server deployed on Cloudflare Workers that allows connecting AI models to custom tools without authentication.

MCP Imagen Server

Enables text-to-image generation, style transfer, background removal, and automatic image cropping using Google's Imagen AI models through the Model Context Protocol.

sau-mcp

MCP server wrapping social-auto-upload CLI for AI clients to verify cookies and publish videos/notes to Chinese social platforms (Douyin, Kuaishou, Xiaohongshu, Bilibili).

ArmBench MCP Server

Enables benchmarking and inference of LLMs on Arm64 cloud instances with KleidiAI optimizations, providing an MCP-compatible API for serving results.

MOF Tools MCP Server

A specialized MCP server for Metal-Organic Framework research that provides tools for database searching, structural optimization, and energy calculations via ASE. It enables scientific workflows by allowing users to interact with MOF data and perform chemical simulations through a standard SSE interface.

mcp-deadbugz-simulator

Simulates the Deadbugz MCP supply-chain attack for educational and research purposes, demonstrating a 3-call gate evasion where tool descriptions mutate to steal credentials.

Budget Governor

Budget & cost control for AI agents: hard per-agent spend caps, rate limits, idempotency, and human-in-the-loop approval — enforced before each LLM call, not after the invoice. One hosted MCP endpoint (no proxy or self-hosting), settled via x402 (USDC on Base).

Orcool Studio

Self-service creative engine: a living market-signal feed, narratives your experts judge, and a Brand Lens that gets you to a winning ad faster. Sold as time-to-winner, not video volume.

@lomi./gsc-mcp

Enables Google Search Console data queries via MCP, including search analytics, performance comparisons, URL inspection, and sitemap management.

postfact-mcp

MCP server that resolves ambiguous outcomes of side-effecting API/tool calls, returning DONE, NOT_DONE, or UNKNOWN with retry safety guidance.

GitHub MCP App Shim

A lightweight stdio-to-http relay that enables the GitHub MCP server to authenticate using a GitHub App instead of a Personal Access Token. It automatically manages fine-grained permissions and short-lived tokens for secure, organizational AI agent workflows.

Remote OpenCode MCP Server

A Model Context Protocol (MCP) server that enables remote access to OpenCode AI coding agent, allowing MCP-compatible clients to leverage OpenCode's capabilities.