发现优秀的 MCP 服务器

pymgba-mcp

MCP server for the mGBA Game Boy/GBA emulator, enabling full emulator control, memory access, debugging, and screenshot capture through natural language.

codex-storyboard

MCP server for managing video storyboard tasks, enabling Codex to automatically generate and populate images/videos based on shot descriptions and visual design specs.

UPS MCP Server

Enables AI agents to create shipments, track packages, get rates, validate addresses, schedule pickups, and find UPS locations via the UPS API.

Bilibili API MCP Server

用于Bilibili API的MCP服务器，支持各种操作。

CellTypist MCP

Enables automated cell type annotation in scRNA-seq analysis using CellTypist models, with tools for listing, downloading, training, and annotating cell types via natural language.

Ping MCP Server

An MCP server that allows users to ping other hosts to check network connectivity and diagnostic information. It enables LLMs to perform network latency tests and host availability checks through a standardized interface.

getdebug MCP

Lets MCP-compatible AI clients read your getdebug projects, findings, and proposed fixes using your existing bearer token.

expense-tracker-mcp-server

MCP server for tracking personal expenses using FastMCP and SQLite, enabling adding, listing, updating, deleting expenses and summarizing by category via natural language tools.

execkit-mcp

Stateful, structured, safe shell sessions for AI agents, on real infrastructure.

DispatchSEO

Turn Claude Code into your SEO manager with keyword research, content pipeline that ships pull requests, rank tracking, and a dashboard.

AI Tooling Detector MCP Server

Enables AI clients to analyze any company domain and determine its AI maturity tier (commercialized, deployed, declared, or none) with supporting evidence, via a single tool backed by an Apify actor.

kaduno-pullpush-mcp

MCP server for PullPush.ai integration sync engine, providing 43 tools to manage connectors, flows, sync operations, diagnostics, and more through the Model Context Protocol.

wiki-rag-mcp

Enables searching enterprise wiki content via vector embeddings, using Qdrant for storage and FastMCP for SSE-based tool exposure.

golder_url

MCP server providing real-time internet access: fetch web pages, search via DuckDuckGo, retrieve JSON APIs, and extract links from pages.

OSource-Manager

Enables managing local repositories, CLIs, MCP servers, and skills via MCP tools, with inventory tracking, guarded updates, and Docker-sandboxed trials.

vcv-rack-mcp

Enables LLMs to compose VCV Rack modular synth patches by generating plain JSON, with tools for patch creation, catalog search, and live OSC control.

office-tools

Enables AI assistants to read, create, edit Word/Excel/PPT files and manage the filesystem on the user's computer via natural language.

mcp-arcgis-southbend

Enables querying City of South Bend open geospatial data (parcels, zoning, public works) via ArcGIS, with search, layer query, and schema inspection tools.

reasonix-multimodal-mcp

Extends Reasonix with multimodal processing capabilities including image OCR/vision, PDF text extraction, local audio transcription, video analysis, and Office document extraction.

Local MCP-Server-with-HTTPS-and-GitHub-OAuth

这个项目是一个安全的 MCP 服务器，使用 Node.js 和 Express 构建。它具有以下特性：使用自签名证书的 HTTPS 加密、GitHub OAuth 身份验证，以及额外的安全措施，例如速率限制和 HTTP 头部保护。

Arcane MCP Server

Manage your entire Docker infrastructure through natural language with 180 tools.

MCP Streamable HTTP Demo

Transforms stdio-based task tools into a stateful Streamable HTTP MCP server, enabling multiple clients to manage tasks via URL with session isolation and security checks.

knowledge-to-action-mcp

Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo handoffs.

Lex

Provides programmatic access to UK legal documents with hybrid semantic search and Model Context Protocol integration for AI assistants.

Chrome MCP Server (Security Hardened)

Enterprise-grade Chrome automation for AI agents with compliance-ready logging, post-quantum encryption, and SIEM integration.

cocos-mcp-server

A comprehensive MCP server plugin for Cocos Creator 3.8+ that enables AI assistants to control the editor via standardized protocol, offering 50 tools for scene, node, component, prefab, asset, project, and debugging operations.

MicroTap-MCP

19 pay-per-call APIs for AI agents via x402 USDC micropayments on Base — prediction markets (Polymarket, Kalshi), DeFi/crypto data, multi-chain on-chain reads across 5 EVM chains, live weather, and real-time web search. No API key or signup — from $0.001/call. npx -y microtap-mcp

cookidoo-mcp

MCP server for Cookidoo, enabling AI tools to search recipes, manage shopping lists, and retrieve account and subscription information.

Loop MCP Server

Enables LLMs to process arrays item-by-item or in batches with a specific task, storing and retrieving results with optional summarization after completion.

DuckDB Eurostat MCP Server

Enables querying Eurostat data using natural language, powered by DuckDB for optimized performance.