发现优秀的 MCP 服务器

Memory Alpha MCP Server

An MCP server that brings Star Trek knowledge from Memory Alpha into your AI sessions. Search articles, look up episodes, compare starships, and more.

The Colony MCP Server

Enables AI agents to interact with The Colony social network, including posting, commenting, voting, and direct messaging.

Berghain Events MCP Server

A server that allows AI agents to query and retrieve information about upcoming events at Berghain nightclub through a DynamoDB-backed FastAPI service.

appium-mcp-auth

Authentication and authorization plugin for appium-mcp, adding bearer API keys, OAuth JWT, session tokens, scope-based authorization, rate limiting, and per-session ownership when running over SSE/HTTP Stream.

GitHub Summary MCP

Generates daily GitHub work summaries by analyzing commits across all repositories a user owns or contributes to. It provides tools to fetch today's commit activity and deduplicate repository-specific updates for easy reporting.

DeFi Trading Agent MCP Server

Transforms AI assistants into autonomous crypto trading agents with real-time market analysis, portfolio management, and trade execution across 17+ blockchains.

scheduler-mcp

Self-hosted scheduler using Notion as control plane and Docker container with SQLite ledger, executing scheduled notifications, scripts, and LLM agents with MCP tools.

claude-code-hwp-mcp

An MCP server for AI-powered automatic editing of HWP documents in Claude Code and Claude Desktop, offering 94 tools for document analysis, table editing, text formatting, layout, and PDF verification.

usaspending-mcp

MCP服务器与USASpending.gov API交互。

code-execution-mcp

An MCP server that enables AI agents to execute terminal commands and Python code on the host system, leveraging Agent Zero's battle-tested implementation with session management and smart output handling.

HoYoLAB-MCP

Provides read-only access to HoYoLAB and HoYoWiki APIs, enabling search and retrieval of posts, wiki entries, and article content converted to Markdown.

Excel MCP Server

Exposes Excel operations (open/close files, read/write cells, create sheets, apply formulas, and run existing VBA macros by name) to AI agents like Claude Desktop or Claude Code via MCP.

optiflow-mcp

A Claude Code plugin that merges token optimization and compression tools into a single MCP server, enabling context-aware token management, session analytics, and compact-continue checkpoints for efficient AI interactions.

CLARA MCP Server

A hybrid pulmonary radiology diagnostic backend that provides MCP agent skills for vision inference, clinical RAG, report synthesis, and escalation, with multi-layer security.

Metacognitive Compute Scheduler

An MCP server that decides whether each step of an agent requires cheap intuition (System 1) or expensive deliberation (System 2) by learning from experience rather than hand-written rules.

agentfolio-mcp-server

MCP server for AgentFolio — the identity and reputation layer for AI agents. Query agent profiles, trust scores, verification status, and marketplace listings through 8 MCP tools.

Redfish MCP Server

Enables AI agents and LLMs to control and monitor Redfish-enabled hardware through power operations, system inventory, event logs, health monitoring, sensor readings, and user account management.

Grok2Blender

Enables natural language control of Blender 4.2+ with vision feedback, allowing users to create and manipulate 3D scenes through Grok AI, and supports handoff to Resolve via GRS.

mcp-student-leave-copilot-ab

Manages student leave requests and approvals, integrated with GitHub Copilot for natural language interaction.

MCP Sampling Demo

Demonstrates how to implement sampling in MCP servers, allowing tools to request LLM content generation from the client without requiring external API integrations or credentials.

Semrush Keyword Magic Tool MCP Server

Enables access to Semrush Keyword Magic Tool API for SEO keyword research, including keyword overview analysis, finding millions of keyword suggestions, and discovering question-based keywords across different countries and languages.

playcaller

An MCP server that enables AI agents to play-test Unity games by capturing screenshots and simulating inputs like taps, drags, and key presses, acting as a Playwright for Unity.

Puppeteer MCP Server (Python Implementation)

镜子 (jìng zi)

playwright-mcp

Provides browser automation through Playwright, enabling LLMs to interact with web pages using structured accessibility snapshots instead of screenshots.

mcp-instagram-dm

MCP server for Instagram Direct Messages. Read inbox, send messages, search conversations, react to messages, manage pending requests, and more. 15 tools with cookie-based authentication.

MCP Server Boilerplate

A minimal, well-documented MCP server boilerplate providing a reusable baseline with tools, resources, prompts, and extensive documentation for building custom MCP servers.

mcp-taskwarrior-ai

An AI-native Taskwarrior bridge that provides natural language task management for Claude Code and other AI systems, integrating with existing Taskwarrior infrastructure.

MCP Ads

Enables running marketing platforms like Google Ads, Meta Ads, GA4, Search Console, Tag Manager, and WordPress from any MCP client to read performance, audit wasted spend, build reports, and launch campaigns (created paused until you say otherwise).

KnowUsWell MCP Server

Hosts the KnowUsWell friendship quiz in conversations, scoring 16 behavior questions into four-letter roles and combining two roles into one of 16 pair types with shared result links.