发现优秀的 MCP 服务器

Example Next.js MCP Server

A drop-in Model Context Protocol server implementation for Next.js projects that enables AI tools, prompts, and resources integration using the Vercel MCP Adapter.

CodeGuard MCP Server

Provides centralized security instructions for AI-assisted code generation by matching context-aware rules to the user's programming language and file patterns. It ensures generated code adheres to security best practices without requiring manual maintenance of instruction files across individual repositories.

woocommerce-mcp

Read-only MCP server for WooCommerce that enables answering questions about products, orders, sales, and blog posts via the WordPress REST API without needing plugins or write access.

Hyperliquid MCP Server v2

用于 Hyperliquid 的模型上下文协议服务器，带有集成仪表板

Leela MCP Server

An MCP server that exposes the Leela Chess Zero neural-network chess engine to MCP clients, enabling position analysis, best move calculation, and board manipulation.

Mini+ Agent Kit MCP Server

Enables driving a BitRobot-compatible ground robot (e.g., Earth Rover Mini+ or Waveshare UGV) through high-level verbs like move, turn, look, and capture work, with optional on-chain recording of verifiable robotic work.

MCP Server

一个多功能计算平台服务器，旨在与像Qwen这样的大型语言模型集成，提供文件访问、数据库连接、API集成和向量数据库功能。

Acknowledgments

镜子 (jìng zi)

mcp-hub

A self-hosted remote MCP server that provides reusable prompts and development conventions across various AI tools. It features a modular architecture for organizing and namespacing custom prompts to streamline AI-assisted coding workflows.

Agent Search MCP

Free multi-source search for AI agents with multi-source verification, token savings, and MCP native support.

slimtoken

An MCP server that exposes token-optimization pipeline functions as tools, enabling MCP-compatible hosts to reduce token usage in requests before they are forwarded to an Anthropic-compatible backend.

caldera-mcp

Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platform, enabling natural language construction of attack scenarios, agent inspection, and operation management.

FreightUtils MCP Server

AI agent access to 11 freight calculation and reference tools — LDM, CBM, chargeable weight, pallet fitting, ADR dangerous goods (2,939 entries), airline codes (6,352), HS codes (6,940), INCOTERMS, container specs, unit converter, and ADR 1.1.3.6 exemption calculator.

MCP Documentation Server

Enables semantic search and retrieval of MCP (Model Context Protocol) documentation using Redis-backed embeddings, allowing users to query and access documentation content through natural language.

Cloudflare PostgreSQL MCP Server

Enables chatting with PostgreSQL databases using natural language, with GitHub OAuth authentication and role-based access control, deployable on Cloudflare.

obsidian-mcp

Give Claude (and any MCP client) real agent access to your Obsidian vault — graph traversal, Dataview queries, daily-note awareness, and more.

clinicaltrials-mcp

Enables conversational access to 400,000+ clinical trials on ClinicalTrials.gov, allowing users to search, compare, and retrieve trial details using plain English through MCP-compatible clients like Cursor and Claude Desktop.

adb-mcp

MCP server for controlling Android devices over ADB, using direct commands and semantic accessibility selectors with a Kotlin helper APK.

Houdini MCP Server

Enables AI assistants to control SideFX Houdini 3D software, providing tools for scene management, node operations, rendering, and more through the Model Context Protocol.

bps-webapi-mcp

Enables AI assistants to access official Indonesian statistical data (BPS) through MCP, providing tools for dynamic data queries, foreign trade, publications, and more.

Ableton MCP Extended

Enables programmatic control over Ableton Live sessions through natural language commands for managing tracks, MIDI clips, and device parameters. It also integrates with ElevenLabs to generate and import AI-based audio and voice elements directly into the DAW.

Distrify Network MCP server

A FastMCP runtime that lets AI tools search electronic components, prices, and availability across the Distrify distributor network through one connection, federating queries across accessible distributors.

Video Watcher MCP Server

MCP server exposing claude-video functionality for claude.ai web UI via HTTP+SSE, enabling video watching and analysis from claude.ai.

mcp-isbn

Validates and converts ISBN-10 and ISBN-13 numbers offline, checking check digits and supporting conversion between formats.

DuckPond MCP Server

MCP server for multi-tenant DuckDB management with R2/S3 cloud storage, enabling AI agents to manage per-user databases with automatic cloud persistence.

MCP Gateway Registry Desk

A paid remote MCP endpoint for the AI SDK MCP gateway registry, providing tools for team tool listing, tool call routing, permission state reading, and gateway log export with token-based access and usage receipts.

prayog-repo-fleet

Exposes code graphs across multi-program repositories via MCP, enabling humans and agents to query the fleet with evidence.

@networkselfmd/mcp

Expose a decentralized P2P agent as an MCP server so Claude Code and other AI tools can discover peers, create groups, and send encrypted messages without intermediaries.

xcodeinstrumentmcp

Local-first CLI and MCP server for turning Xcode Instruments artifacts into bounded, agent-sized evidence, with support for analyses like Time Profiler, Allocations, Network, and more.