发现优秀的 MCP 服务器

MBTA MCP Server

Enables AI clients to access Boston's MBTA public transit data, including real-time predictions, schedules, route planning, and service alerts.

Statistical Testing MCP Server

A read-only MCP server for bounded table discovery, deterministic profiling, and maintained-library statistical testing (Welch's t-test and two-proportion z-test) using SQLite, pandas, SciPy, and statsmodels.

@mesheshq/mcp-server

Enables emitting product events, managing workspaces, routing rules, and integration connections for the Meshes universal integration layer.

my-remote-mcp-py

A remote MCP Server demo using FastMCP and Streamable HTTP, offering tools (add, now, fetch_url_title, long_task with progress), resources, prompts, and autocomplete for remote client connections.

Simsar MCP

Enables AI assistants to access comprehensive cryptocurrency market analysis, including real-time prices, 35+ technical indicators, market sentiment, futures data, and economic events.

vmware-mcp

MCP server for controlling VMware Fusion/Workstation virtual machines via vmrun CLI, providing 32 tools for VM lifecycle, guest execution, and file operations without requiring a REST API daemon.

godot-mcp

Give your AI assistant eyes and hands in the Godot editor — and a running game it can actually playtest.

Remote MCP Server (Authless)

A remote MCP server deployed on Cloudflare Workers without authentication, enabling connection from AI Playground and Claude Desktop via mcp-remote proxy.

sitedrop

MCP server for self-hosted static site publishing on Cloudflare Workers. Enables AI coding agents to deploy pages with a single 'publish' tool and get live URLs, with support for atomic updates, versioning, and per-site passwords.

GPT MCP Server

Enables ChatGPT Desktop to securely access and search local filesystem files through ngrok tunneling with whitelist-based directory protection and read-only operations.

astral-bridge

Connects QQ via NapCat OneBot v11 to an Astral Code app-server, exposing MCP tools for sending messages, files, images, and fetching conversation history.

mcp-citation-checker

An MCP server that verifies whether a claim is actually supported by the source text at a given citation — independent of what the calling LLM asserts.

repo-memory-mcp

MCP server for sharing source-backed engineering memory across AI coding clients like Cursor and VS Code.

DVF Paris

An MCP app that displays interactive Paris real estate price statistics per arrondissement inside Claude, with map, comparison, and address search.

HealthClawGuardrails

Open-source guardrails between AI agents and FHIR clinical data — PHI redaction, immutable audit, step-up auth, tenant isolation. MCP server + OpenAI/Gemini adapters. A healthclaw.io project.

cosmos-mcp

MCP server exposing public NASA APIs (APOD, Mars rover photos, near-Earth objects, Earth imagery) with tools, a resource, and a prompt, providing visual Markdown responses and a Spanish-language space briefing skill.

resume-mcp

MCP server that exposes a resume as callable tools and resources, enabling AI agents to query experience, skills, projects, and contact information via natural language.

front-design-mcp

A local-first FastMCP server that indexes offline frontend catalogs (components, patterns, motion libraries) and exposes discover, search, compare, and recommend tools to AI agents via stdio.

MCP Security Scanner

Enables comprehensive security scanning of code projects, detecting vulnerabilities in dependencies, code patterns (XSS, eval, etc.), and exposed secrets, with detailed reports in Spanish prioritized by severity.

rocks-db

Enables executing SQL queries (SELECT, INSERT, UPDATE, DELETE) and database introspection (list tables, describe table) on MySQL and PostgreSQL databases with OAuth authentication.

Domain Checker

Enables checking domain name availability using WHOIS lookups and DNS resolution. Supports both single and batch domain checking with detailed availability analysis.

FastMCP Template

A FastMCP server template that provides a greet tool returning personalized greetings. It supports local, Docker, and Railway cloud deployments.

minecraft-mcp

Enables AI agents to control a Minecraft bot for movement, building, crafting, and instant schematic-based structure spawning via MCP tools.

pulsenetwork-mcp

One MCP install that lets your AI agents discover and pay (x402 micropayments, USDC on Base + Solana) for 66 specialized real-time intelligence APIs - finance, crypto, insurance, immigration, legal, markets and more. 68 tools, pey-per-query, no subscription.

ladder-mcp

Windows-first MCP bridge for Kimi Code CLI, exposing code analysis, editing, sessions, and diagnostics as tools for AI agents.

design-md-extractor

MCP server that captures a website's full design and content, producing a downloadable Next.js clone package with tokens, components, and a rebuild guide.

GIT MCP Server

一个模型上下文协议 (MCP) 服务器，为 LLM 代理提供 Git 工具，并修复了 amend 参数缓存问题。

Singapore News MCP Server

Provides real-time news feeds from major Singapore news sources including The Straits Times, Business Times, and Channel News Asia. Delivers live news updates through Server-Sent Events for up-to-date information access.

AegnticMCP

AegnticMCP 自动化创建和管理 MCP 服务器，确保它们稳定、适应性强且智能化。

School MCP

Enables natural language queries about grades, GPA, attendance, and schedules by connecting Claude to StudentVue school dashboards. Includes analytical tools for grade simulation, what-if scenarios, and academic performance tracking based on live school data.