发现优秀的 MCP 服务器

Apache AGE MCP Server

Enables AI agents to manage and interact with Apache AGE graph databases through natural language. Supports creating, updating, querying, and visualizing multiple graphs with vertices and edges.

zynohosting

Enables management of ZynoHosting sites, files, and deployments through a local stdio MCP server.

netbox-mcp

A read-only MCP server that exposes NetBox IPAM data over HTTP, allowing engineers to query subnets, IPs, and VLANs using natural language through AI assistants.

EasyTouch

Cross-platform system automation tool enabling AI to control mouse, keyboard, screen, windows, and query system info via MCP.

image_studio_mcp

An MCP server that lets any MCP client generate and edit images using Image Studio API, returning results inline and saving PNGs to disk.

SSH MCP Server

An MCP server that lets an AI assistant run commands and transfer files over SSH without exposing connection details.

Fathom-Simple-MCP

A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (meetings, recordings, transcripts, summaries, teams, team members) via GET operations.

Levels of Self

Provides access to thousands of interactive self-awareness scenarios, behavioral archetypes, and breakthrough exercises from the Levels of Self development game. It enables AI assistants to guide users through pattern recognition and developmental coaching across seven levels of self-awareness.

jetlag-mcp

Enables listing and running Ansible playbooks, managing roles, reading docs, and creating vars files for the jetlag project.

munich-mensa-mcp

Remote MCP Server for listing and getting the menus of the official mensas in munich

Marvel MCP Server using Azure Functions

一个基于 Azure Functions 的 MCP 服务器，它允许通过官方 Marvel Developer API 与漫威角色和漫画数据进行交互。

mtg-mcp-server

Provides AI assistants with comprehensive Magic: The Gathering data including card info, combos, draft analytics, Commander metagame, constructed formats, sideboard strategy, deck building, and rules.

SigNoz MCP Server

Enables AI assistants and LLMs to query SigNoz observability data (metrics, traces, logs, alerts, dashboards) using natural language.

athenahealth MCP Server

Enables AI-powered clinical decision support by integrating with athenahealth's API to access patient data, manage prescriptions, check drug interactions, and generate clinical assessments. Provides HIPAA-compliant healthcare workflows with comprehensive audit logging and data sanitization.

mcp-memory

Provides persistent memory with semantic search for MCP-based AI agents, enabling them to store and recall information across sessions using vector embeddings.

PrivateGPT MCP Server

镜子 (jìng zi)

Firefly III MCP Server - Cloudflare Worker

Enables AI tools to interact with Firefly III personal finance manager through the MCP protocol, deployed globally on Cloudflare Workers for low latency.

DeskMail AI

Connects Claude Desktop to a local email client, enabling AI-powered email reading, searching, drafting, and organization while preventing sending or permanent deletion.

Figma MCP Go

Figma MCP server with full read/write access via plugin bridge — no API token, no rate limits. 83 tools for design automation: styles, variables, components, prototypes, and content.

Mnemo

MCP server providing a persistent, temporal memory brain for AI assistants, enabling cross-session recall of facts with relationships and temporal context.

perplexity-server

A TypeScript-based MCP server that implements a simple notes system with resources, tools for creating notes, and prompts for summarization.

MCP Commute Assistant

A smart commute assistant that monitors travel routes via the Amap API and sends automated notifications to DingTalk. It enables users to schedule daily route checks and receive real-time traffic updates using a modular MCP-based architecture.

URL Agent

MCP server for intelligent web crawling using a ReAct agent. Adaptively explores websites and returns structured analysis.

legal-kb-builder

A local legal knowledge base construction factory that provides a consultation agent with multi-source retrieval, supporting MCP server for external services.

SentinelMCP

Automated red-teaming and reliability-auditing for AI agents, exposed as an MCP server. It attacks and scores agents for prompt injection, tool misuse, exfiltration, and unreliable behavior.

memex

Zettelkasten-based persistent memory for AI coding agents. Auto-saves atomic knowledge cards with \[\[bidirectional links]] after tasks and auto-recalls before new ones. No vector DB — plain markdown files with git sync. Works as Claude Code plugin or MCP server for Cursor, VS Code Copilot, Codex, and Windsurf.

Paperless MCP

Enables searching, tagging, uploading, and reading documents in Paperless-NGX, with management of tags, correspondents, document types, and custom fields via MCP tools and resources.

@1claw/mcp

MCP server for secure, just-in-time secret retrieval from 1claw vault and malicious content inspection, enabling AI agents to access secrets and security analysis.

A11y Expert MCP

An accessibility expert MCP server that provides AI coding assistants with real-time access to WAI-ARIA patterns, code review, contrast checking, and WCAG guidance for writing accessible code from the start.