发现优秀的 MCP 服务器

MCP Atlassian

An MCP server that integrates with Jira and Confluence to enable AI-powered issue management, content search, and document creation. It supports both Cloud and on-premise deployments, allowing users to automate workspace tasks through natural language.

Node.js Sandbox MCP Server

Enables running arbitrary JavaScript code in isolated Docker containers with on-the-fly npm dependency installation, supporting both ephemeral one-shot executions and persistent sandbox environments.

filevine-mcp

An MCP server that exposes Filevine matter management and Lead Docket intake APIs as natural-language-callable tools, enabling legal teams to query, update, and create projects and leads directly from Claude.

interactive-edtech-mcp

MCP server suite that lets coding agents generate deep instructional content from external sources and operate classroom-interactive EdTech platforms including Padlet, Google Classroom, Kahoot!, Wayground, Wordwall, and Nearpod.

NewsDigest MCP

A TypeScript-based Model Context Protocol server that fetches, searches, and formats news articles from NewsAPI.org into reader-friendly Markdown digests using LLMs (Gemini and Claude).

BossZhipin MCP Server

Enables interaction with the Boss直聘 recruitment platform to search for jobs and send automated greetings to recruiters. It features automatic QR code login and security verification using Playwright for seamless session management.

tokennuke

Intelligent code indexing MCP server that saves 99% of tokens by retrieving exact function source via byte-offset seek. Provides 15 tools for symbol search, call graphs, and incremental indexing across 10 languages.

Decision OS MCP

An LLM-native decision tracking system that captures unexpected engineering outcomes as 'pressure events' to build a persistent learning foundation. It enables AI assistants to manage cases, log surprises, and promote recurring insights into global or project-specific knowledge bases.

youtube-transcript-mcp

Local MCP server that extracts YouTube video transcripts via a get_transcript tool, no API key required.

MyMem

Exposes a private social memory archive to AI assistants via MCP, enabling read-only queries about the user's posts, people, and preferences with tools like search, whoami, and timeline.

Wireshark MCP Server

Bridges AI assistants and network packet analysis by exposing Wireshark/TShark functionality through MCP, enabling PCAP investigation, protocol discovery, packet filtering, stream analysis, and live capture.

GitHub MCP

Enables self-hosted, read-only remote interaction with GitHub repositories, allowing listing repositories, searching code, and inspecting commits, pull requests, issues, and diffs via authenticated MCP clients.

hackmd-mcp

Enables Claude to create, read, update, and delete HackMD notes and team notes through the HackMD API.

Fermat MCP

A FastMCP server for mathematical computations, including numerical and symbolic calculations with NumPy and SymPy integration, as well as data visualization through Matplotlib.

graph-rag-obsidian

A local-first Graph-RAG system that combines ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q\&A over your Obsidian vault.

MCP CLI Server

An MCP server that provides tools to interact with CLI applications, enabling process management including start, stop, check status, send input, and read output.

Azure Security MCP Agent

An AI-powered security agent that utilizes MCP tools and Groq LLMs to analyze Azure infrastructure, audit security groups, and identify storage misconfigurations. It enables users to perform natural language security assessments and ensure compliance with CIS Azure best practices.

searxNcrawl

MCP server for web search and crawling, integrating SearXNG metasearch and Crawl4AI for privacy-respecting search and content extraction.

taxbrainai-mcp

A standalone MCP server for Indian personal income-tax work (ITR-1/2/3/4 + post-filing notices) with 8 deterministic tools, running fully offline with no API keys.

Fetter MCP

Provides real-time Python package vulnerability data, enabling AI agents to check CVEs, CVSS scores, and safe versions for informed dependency decisions.

Axon

Axon is an MCP server that provides root-cause debugging and vulnerability detection for AI coding agents. It enables agents to localize bugs, verify fixes, and find security vulnerabilities with high precision, requiring zero configuration.

Godot MCP Unified

Enables complete natural language control of Godot Engine 4.5+ with 76 tools for managing scripts, scenes, nodes, animations, physics, tilemaps, audio, shaders, navigation, particles, UI, lighting, assets, and exports. Integrates with Claude Desktop, VS Code, and Ollama for AI-assisted game development.

outline-mcp

Connects MCP clients to Outline workspaces, enabling agents to safely read, update, and manage documentation through structured tools.

Photoshop MCP Server

Enables AI assistants to control Adobe Photoshop programmatically, supporting recipe workflows, state awareness, and generative AI features through natural language commands.

ShopSignal

DTC competitor intelligence: catalog snapshots, price history, cross-brand product comparison, and drop/restock detection for 84 Shopify-powered brands. Pay-per-call via Apify.

project-analysis-mcp

MCP server for persistent project knowledge management, enabling AI assistants to store, search, and reuse project analysis insights with freshness checking and impact analysis.

Asana MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Asana API, auto-generated using AG2's MCP builder.

naver-search-mcp

MCP server for Naver Search Open API, enabling search news, blog, and shop functionalities through natural language.

Claude Mcp Test

通过 claude-desktop 使用 github MCP 服务器创建的测试仓库。