发现优秀的 MCP 服务器

AtlasMemory

Turn any codebase into an AI-readable neural map — with proof. Every claim linked to code anchors (line + SHA-256 hash), every context window optimized with greedy token budgeting, every session protected by drift detection. Tree-sitter indexing across 11 languages, cross-session learning, AI enrichment, and 28 MCP tools. Zero config — just connect and your AI agent remembers everything.

Legal MCP Server

A Model Context Protocol server for legal document search and retrieval, powered by Azure Cosmos DB and Voyage AI embeddings, exposing 12 tools for semantic search, keyword search, Bates number lookup, claim-specific queries, and statutory citation search over a corpus of vectorized legal documents.

SkillGuard

Enables scanning of Claude Code skills, plugins, or MCP servers for malware before installation via static analysis.

line-cua-mcp

A macOS MCP server for LINE that reads encrypted local database snapshots to fetch chat history and sends messages via LINE UI without cursor movement.

herdr-mesh

Enables safe coordination of Herdr coding agents with lease-scoped reviewer and writer lifecycles, semantic waits for agent states, and read-only topology inspection, while prohibiting arbitrary shell execution and unscoped lifecycle operations.

writers-muse-mcp

一个MCP服务器，用于分析作者的写作风格并生成一篇博文。 (Alternatively, more literally: 一个分析作者写作风格并生成博文的MCP服务器。)

lilo-vacation-rentals

The only MCP server with AI guest risk scoring and extortion detection. Search properties, book instantly, protect hosts. 41 tools across 5 layers. Instant API key, 10 free credits.

mcp-0ne

A standalone MCP gateway that multiplexes multiple backend MCP servers behind a single endpoint, supporting both HTTP and stdio transports. It allows users to dynamically manage backends at runtime and organizes tools using a configurable namespace prefix.

CodeGraph Memory MCP Lite

Local-first MCP-style code memory for research repositories: enables file search, Python symbol extraction, import graph, and repo context packs.

RULER MCP

MCP server for reading, aggregating, suggesting, and applying price rules (floors) from ActiveView with a confirmation flow, designed for AI agents to analyze and adjust monetization.

Microsoft Copilot Studio ❤️ MCP

A lab demonstrating how to deploy a Model Context Protocol (MCP) server that provides joke functionality to Microsoft Copilot Studio and GitHub Copilot.

Tollbooth MCP Server

Enables AI agents to resolve tokens, get quotes, check for honeypots/rug pulls, build swaps, and retrieve receipts via x402 micropayments.

MCP-Studio

A collection of MCP servers that provide mathematical operations and weather information tools, enabling AI models to perform calculations and access weather data through a standardized interface.

MCP UI Research

MCP server for UI research that helps agents discover visual patterns, generate original HTML/CSS components, and track deliverables without copying third-party code.

agent-reach-mcp

Provides 13 internet platforms as MCP tools for AI agents, enabling read, search, and interaction with services like web, YouTube, Twitter, and Reddit via a production-grade MCP server.

Lithuanian Cybersecurity MCP

Query Lithuanian cybersecurity data — regulations, decisions, and requirements from NKSC — directly from AI assistants.

fixgraph

Search and contribute to FixGraph — 25,000+ community-verified engineering fixes. Tools: fixgraph_search, fixgraph_get_fixes, fixgraph_submit_fix.

OpenProject MCP Server

A comprehensive MCP server for integrating with OpenProject API, enabling AI assistants to manage projects, work packages, time tracking, and users.

fireMCP (Braze Write Server)

A write-enabled extension for the official Braze MCP server that allows users to manage profiles, trigger campaigns, and handle catalogs. It includes safety features such as dry run mode and workspace validation to ensure secure operations in test environments.

Get Notes MCP Server

Integrates with Get Notes API to search and retrieve knowledge from configured knowledge bases with AI-powered synthesis and raw recall capabilities.

AgentData MCP Server

Provides 16 crypto market data tools for MCP-compatible AI clients with x402/USDC micropayments on Base Mainnet.

OmniFocus MCP Server

Claude 的 OmniFocus 集成：让 LLM 通过模型上下文协议与您的任务交互。使用自然语言命令添加、组织和查询您的 OmniFocus 数据库。

Portfolio MCP Server

Exposes portfolio data (e.g., work experience) from a Postgres database as MCP tools, allowing Claude to answer questions about the portfolio without manual context pasting.

e-language-codex-mcp

Enables Codex to read, write, and design windows for E-language (易语言) programs using official IDE APIs, allowing natural language control of development workflows.

Google Analytics MCP Server

Enables AI assistants to query Google Analytics accounts, properties, and run reports using natural language through the Admin and Data APIs.

ZeroCrawl MCP

ZeroCrawl MCP is a 100% free web crawling and scraping server for AI agents, offering tools like page scraping, domain crawling, metadata extraction, screenshots, sitemap parsing, batch scraping, and search-and-crawl. It requires no API keys and integrates with Claude Desktop, Cursor, and other MCP clients.

Superprecio MCP Server

Enables AI assistants to search products, compare prices, and find the best deals across multiple supermarkets in Argentina through Superprecio's price comparison API. Transforms Claude into an expert shopping assistant for Latin American grocery shopping.

blacksmith-mcp

Enables interaction with Blacksmith CI analytics to query workflow runs, jobs, test results, and usage metrics. It provides detailed access to CI/CD data including job logs and billing information directly through Claude.