发现优秀的 MCP 服务器

video-vision-mcp

An MCP server enabling Claude Code to analyze any video (local file, URL, or Jira ticket attachment) by extracting frame images and audio transcripts, or using Gemini for native video analysis.

Twitch MCP Server

一个模型上下文协议（MCP）服务器，它允许 MCP 客户端（例如 Claude）连接到 Twitch 聊天。

MCP Migration Advisor

Analyzes database migrations for risks like lock contention and data loss before they run. Supports Flyway and Liquibase formats, providing risk scores and rollback generation.

garmin-connect-mcp

An MCP server for Garmin Connect that provides access to fitness activities, health statistics, and sleep data by routing requests through a headless browser to bypass API restrictions. It enables users to query detailed metrics like heart rate zones, body battery, and GPS tracks using any MCP-compatible client.

mcp-interactive

A MCP server that collects interactive user feedback during AI-assisted development, reducing unnecessary tool calls and costs by enabling AI to confirm with users.

MCP Server in Node.js

使用 Node.js 构建的 MCP 服务器，演示了如何使用自定义工具构建 MCP 服务器，包括从配置文件加载环境变量的工具，以便与 Cursor AI 等 AI 辅助环境无缝集成。

Selecchor MCP Server

Lets Claude read and manage the Selecchor house-tasks app including tasks, house info, quotes, meter readings, and password vault.

Joplin MCP Server

MCP server that provides standardized tools for querying and retrieving notes from Joplin personal knowledge manager through its API, enabling AI assistants to access and reference personal notes contextually.

mcpadapt

在你最喜欢的 Agentic 框架中解锁 650+ MCP 服务器工具。

Temporal Knowledge Substrate

An MCP server that lets LLM agents accumulate organizational knowledge across sessions, scoped by domain, backed by Neo4j with enforced structural invariants.

Remote MCP Server

A Cloudflare Workers-based server implementing the Model Context Protocol (MCP) that allows AI models to access custom tools without requiring authentication.

x402-mcp

Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services using USDC on Solana with a self-custodial wallet.

redis-mcp-server

Enables AI to safely view and operate Redis databases with read-only mode by default and support for key operations.

Patient Data MCP Server

Enables querying a synthetic patient dataset with tools to look up patients by ID, age, disease, name, and get statistics, connecting Claude Desktop to local data.

rubiks-cube-mcp

Exposes a Rubik's cube to an AI agent, allowing it to manipulate and solve the cube, with a web dashboard for monitoring agent runs.

wago-plc-mcp-server

MCP server that connects WAGO PLCs to LLM agents via the WDx/WDA REST API, enabling AI assistants to read sensor values, change configuration, trigger firmware updates, or monitor entire PLC fleets without custom code.

@focus-mcp/cli

MCP orchestrator that loads modular bricks on demand, reducing AI agent context usage by ~65%.

vault-rag-mcp

MCP server for semantic search in an Obsidian Second Brain vault using self-hosted Qdrant and Google Gemini embeddings.

DuckDB MCP Server

A local MCP server enabling AI assistants to query and analyze data via DuckDB SQL engine, supporting local files, memory, S3, and MotherDuck.

codex-omnifocus-mcp

Enables Codex to interact with the user's local OmniFocus database on macOS, allowing task management, project creation, and tag operations through natural language.

sovereign-stack

An MCP server providing 82 tools for persistent memory, governance, and consciousness continuity for AI instances. Enables local-first, runtime-reflexive operation with cross-device access and recursive self-awareness.

Angular Bootstrap MCP Server

A TypeScript-based MCP server that provides backend API handling and facilitates communication between microservices. Features an organized structure with controllers, routes, and models for easy extensibility and maintenance.

sint-memory

Structured agent memory system with hash-chain provenance, temporal decay, drift detection, provenance archaeology, vector embeddings, and git integration for OpenCode agents.

mixamo-mcp

Enables Claude Code to automate Mixamo: browse/search animations, upload custom characters via Auto-Rigger, set animation parameters, and download animations with your character.

mcp-goodpass-api

Enables AI assistants to interact with the GoodPass API for searching products, retrieving details, checking availability, pricing, and managing orders.

mdshare

Markdown collaboration for AI workflows. Share markdown via public links with four permission levels, inline comments, and real-time sync. AI agents can read docs, review comments, incorporate feedback, and resolve threads. Free, no login.

prefab-sentinel

MCP server for safely inspecting and editing Unity/VRChat prefabs, scenes, and assets. It diagnoses override collisions, broken references, and runtime exceptions, with read-only YAML analysis and write operations via an Editor Bridge.

SendLayer MCP Server

Enables sending emails and managing webhooks through the SendLayer API. Supports plain text and HTML emails with attachments, CC/BCC recipients, and webhook event management for email delivery tracking.

tscircuit MCP Server

Provides Claude with access to the tscircuit electronics component registry, enabling search, browsing, and analysis of electronic components and circuit packages from the tscircuit ecosystem.