发现优秀的 MCP 服务器

FlowZap MCP Server

Enables AI assistants to create and validate workflow diagrams using FlowZap's text-based DSL. Generates shareable playground URLs for visualizing flowcharts, process diagrams, and CI/CD pipelines through natural language descriptions.

PubMed MCP

Enables searching and fetching articles from PubMed, a database of biomedical literature.

proxyllm-mcp

MCP server for ProxyLLM, the OpenAI-compatible LLM gateway, enabling live model catalogs, plan-savings calculations, routing key management, and autonomous account signup.

microsandbox

microsandbox

StudyTube MCP

An MCP server that transforms YouTube educational videos into learning resources by extracting transcripts and generating summaries, notes, quizzes, and flashcards using AI.

APS ACC MCP Server

Enables AI assistants to interact with Autodesk Construction Cloud (ACC) projects through natural language, allowing users to query project data, manage issues and RFIs, browse files, and automate construction workflows directly from their development environment.

knowledge-graph

Long-term memory system for AI agents that accumulates domain expertise through mentorship, automatically recalls relevant knowledge, and supports memory decay and growth with anti-fabrication.

Daz Pilot

MCP server for AI-driven DAZ Studio scene editing. Runs as a native DAZ Studio plugin (DLL) and exposes all scene control, rendering, dForce, asset, and animation commands through the Model Context Protocol.

MailMaster

一个 MCP 服务器来处理你的 Gmail 账户。 (MCP 服务器 可以理解为 "Message Content Platform" 服务器，这里根据上下文推测其功能。)

expense-mcp

A minimal FastMCP server providing demo tools for arithmetic operations and dice rolls, designed for learning MCP wiring with Claude Desktop or other MCP clients.

🧠 Model Context Protocol (MCP) - Server-Client Implementation

这是一个使用 SSE 的基本 MCP 服务器-客户端实现。

familia-mcp

Provides tools for managing Kenyan family legal matters including inheritance, wills, trusts, diaspora property, and caretaker records via MCP.

agent-twitter-client-mcp

Enables AI models to interact with Twitter, including posting tweets, searching, following users, and chatting with Grok, using cookie or credential authentication.

Dedalus MCP Documentation Server

Enables serving and querying documentation with AI-powered capabilities including markdown file serving, keyword search, and intelligent Q\&A using OpenAI integration.

Keytomic MCP

Enables AI clients to perform bounded website Quick Audits via MCP tools, covering crawlability, indexability, and metadata.

Cloudflare MCP Server

Exposes Cloudflare DNS, security, redirects and zone-settings functionality as structured tools that AI assistants like Claude Desktop can invoke directly.

Firecrawl Agent MCP Server

Enables AI-powered web data extraction and research through Firecrawl's Agent API. Autonomously searches, navigates, and scrapes websites to gather structured data without requiring specific URLs.

Pulse

Pulse is a terminal-based task manager that integrates with AI agents via MCP, allowing agents to create, read, and manage tasks from the command line.

DDG MCP3

A basic MCP server with example tools including message echoing and server information retrieval. Built with FastMCP framework and supports both stdio and HTTP transports.

mcp-prtg

Enables querying sensors, devices, groups, channels, historical data, and system status from a PRTG Network Monitor instance via the classic PRTG HTTP API.

PetOS BLE Gateway

MCP server for controlling an ESP32-C3 PetOS watch over BLE. Enables scanning, connecting, sending pet actions, and showing frames through MCP tools.

mcp_dl

A geographic tool service that exposes clustering, distance calculation, and directional sorting as MCP tools via SSE protocol.

MCP SSDLC Security Toolkit

Enables orchestrating secure software development pipelines with domain-specific compliance (HIPAA, PCI-DSS, etc.), generating pseudocode, threat models, and CI/CD from user stories via natural language.

mcp-roadmapsh

MCP server for roadmap.sh providing developer roadmaps, best practices, interview questions, project ideas, videos, and local progress tracking.

databricks-mcp

Exposes Databricks REST APIs as MCP tools for managing and querying a Databricks workspace, including clusters, jobs, SQL, Unity Catalog, and more.

DDEV MCP Server

Enables AI assistants to interact with DDEV local development environments by querying databases, managing project states, and executing container commands. It provides comprehensive control over local services with a security-first approach using whitelisted operations.

MCP Radarr and Sonarr Server

用于 Radarr 和 Sonarr 服务的 MCP 服务器

MCP AI Chat LangChain

A basic Model Context Protocol server implementation that demonstrates core functionality including tools and resources for AI chat applications.

MCP GitLab Review Server

在 GitLab 上用于审查的 MCP 服务器

governed-mcp

MCP server that enforces governance on agentic decisions with auditable evidence records, providing tools for understanding, calibrating confidence, and navigating handoffs based on policy.