发现优秀的 MCP 服务器

carbonstop-mcp

Enables AI assistants to automatically call Carbonstop Cloud API for carbon footprint modeling, product query, and emission analysis through natural language.

o3de-mcp

Automate Open 3D Engine (O3DE) with AI — an MCP server for editor control, project & build management.

google_scholar_mcp

MCP server for searching academic papers via Google Scholar, retrieving metadata and abstracts, with support for Chinese queries and auto-translation.

hedgedoc-mcp

MCP server for interacting with self-hosted HedgeDoc 1.x, enabling AI agents to create, read, update, and manage notes via session-cookie authentication with automatic re-login.

FiveM Enhanced MCP

An unofficial, source-grounded MCP server for FiveM for GTAV Enhanced development, providing exact native lookups, platform constraints, manifest/security reviews, NUI compatibility evidence, and direct primary sources.

3ilm-mcp

Enables AI agents and security researchers to query a curated knowledge base of 1,032 verified smart contract vulnerability findings from Sherlock audit contests, including acceptance rates and examples per vulnerability pattern.

Context7 MCP Server

Context7 MCP 服务器 (Context7 MCP fúwùqì)

youtube-music-mcp

An MCP server for managing YouTube Music playlists via Claude. Add and remove songs, create playlists, and ask Claude to suggest music — all through conversation.

Student Progress Tracker MCP Server

Enables AI assistants to manage student profiles, track assessments, calculate topic mastery, identify learning gaps, and recommend focus areas. Integrates with Claude Desktop and Claude Code for interactive learning analytics.

Disco Engine

Enables AI agents to play Disco Elysium through MCP protocol, with a SQLite ROM containing the game's script and rules, plus a real-time browser observatory.

Figma Structured MCP

Enables automated export, compression, and cloud upload of Figma design assets by simply providing Figma links. Supports batch processing of nodes and children, returning structured data with publicly accessible image URLs.

Inoreader MCP Server

Enables intelligent RSS feed management and analysis through Inoreader integration. Supports reading articles, search, bulk operations, and AI-powered content analysis including summarization, trend analysis, and sentiment analysis.

cks-mcp

Enables LLMs to perform structured, verifiable knowledge operations using the Canonical Knowledge Structure (CKS) ecosystem, including validation, querying, comparison, evolution, and derivation of knowledge.

dcc-mcp-renderdoc

Enables automated graphics capture and replay with RenderDoc, allowing agents to launch executables, inspect captures, and export thumbnails or timeline JSON for regression triage.

akta pro

akta.pro gives AI agents and teams structured access to 20M+ private companies and real-time news signals — entity-resolved, deduplicated, and pay-as-you-go.

llms-txt-mcp

Enables fast, token-efficient access to large documentation files in llms.txt format through semantic search. Solves token limit issues by searching first and retrieving only relevant sections instead of dumping entire documentation.

@depthark/css-first

This server integrates with Mozilla Developer Network (MDN) documentation to suggest CSS properties, check browser support, and provide implementation guidance with user consent mechanisms.

meong-care-mcp

A pet care MCP server that helps record and analyze daily care, diet, and symptoms for dogs, offering food safety checks, risk classification, care recommendations, and vet visit summaries.

Funplay MCP for Unity

This MCP server integrates AI assistants with Unity Editor, allowing them to create scenes, generate scripts, simulate input, and automate workflows using 91 built-in tools.

ObjectStack MCP Server

Connects Claude Code to any ObjectStack deployment, enabling discovery, querying, and updating of objects and records, plus running business actions, all under user permissions and row-level security.

MCP Server Examples

MCP 服务器示例：使用纯 MCP Java SDK 构建 – 无需 Spring 框架

nano-gpt-mcp

Provides access to 700+ AI models for text, image, video, and audio generation via the NanoGPT API, enabling direct use from Claude Code or any MCP-compatible client.

@routescore/mcp

MCP server that exposes Routescore's public API for risk assessment, including MEV cover, bridge refund, and swap checks, as tools for AI agents.

EPO Register MCP

MCP server that retrieves document metadata from the European Patent Register using the get_ep_register_documents tool.

Style-Coach-MCP

Provides data-driven cover letter coaching by analyzing tone, keywords, and structure using a database of successful examples and corporate strategy reports.

Plugin Hub

Single MCP server providing over 500 developer tools for Claude Code, covering security, testing, documentation, and more.

MCP Product Management System

A comprehensive Model Context Protocol (MCP) server for product inventory management with PostgreSQL database backend, enabling natural language queries for product information across multiple AI platforms.

EU5MinerMCP

MCP server for inspecting and interacting with Europa Universalis V game installs and mods, including file browsing, entity queries, diplomacy and religion reports, and mod update workflows.

Open States API MCP Server

This MCP server enables interaction with the Open States API, allowing users to access legislative data from US state governments through natural language commands.

Git Polite

Enables AI agents to intelligently organize Git changes into clean, focused commits with autopilot mode or surgical line-by-line staging precision. Supports partial staging of untracked files and handles large diffs with smart truncation.