发现优秀的 MCP 服务器

context-aware-mcp

A configurable MCP server that intelligently routes natural language queries to the appropriate microservice endpoint based on user-defined service configurations.

hive-memory

MCP server for personal and shared memory with full-text search (SQLite FTS5) and outcome tracking, compatible with any MCP agent like Claude Code, Cursor, and Codex CLI.

Cortex Resource Manager

Manages resource allocation, MCP server lifecycle, and Kubernetes workers in cortex automation systems. Provides tools for requesting/releasing job resources, starting/stopping/scaling MCP servers, and provisioning/destroying burst workers with TTL management.

VegaMCP

A production-grade MCP server providing an autonomous AI agent swarm, persistent semantic memory, browser automation, multi-model reasoning, and 78+ tools for AI-first testing and development.

Contract Information Extractor

Enables extracting explicitly stated contract metadata, clauses, and obligations from user-supplied contract text without storing or modifying the data.

Deckhand

Enables Claude to build and preview mobile apps on multiple iOS and Android devices simultaneously, with live streaming and touch control, all via MCP.

Tekuila MCP Server

An MCP server that provides access to Tekuila restaurant menus with AI-powered health recommendations and meal planning. It enables users to retrieve daily or weekly menus and receive intelligent nutritional analysis through clients like Claude Desktop and Cursor.

mcp-orchestrator-framework

A configurable MCP server that enables creating custom analysis tools through JSON configuration, with built-in frameworks for error handling, self-evaluation, security guardrails, and output artifacts.

remote-mcp-server-authless

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing MCP tools to be used from clients like Cloudflare AI Playground or Claude Desktop.

d2-mcp

Enables AI assistants to compile, validate, and explore D2 diagrams using the official D2 WASM package. It provides tools for generating SVGs with custom layouts, themes, and icons directly from D2 source code.

p3-edi-mcp

A read-only MCP server for diagnosing EDI order processing and Shopify inventory issues, enabling support teams to answer tickets via Claude without direct database or code access.

SwaggerMcp

A service that dynamically generates MCP tools from Swagger/OpenAPI documentation, allowing Claude Desktop to directly invoke REST APIs through natural language.

Weather MCP Server

Provides real-time weather data and current conditions for major Chinese cities and global locations using the wttr.in API. This HelloAgents-based server enables querying of temperature, humidity, and weather status without requiring an external API key.

CoinMarketCap Universal MCP Server

在 Cursor 环境中直接全面访问 CoinMarketCap 的加密货币数据，包括列表、报价、市场指标以及恐慌与贪婪指数。

Context Persistence MCP Server

Enables cross-window context sharing in VS Code by persisting Copilot conversations to SQLite, allowing code discussions from one repository to be accessible in other VS Code windows through smart entity matching and search.

UVM 1.2 MCP

Enables Claude to access and search UVM 1.2 source code, class hierarchies, and method implementations, providing expert-level knowledge of the Universal Verification Methodology.

sn-patterns-mcp

Pattern-intelligence MCP server for ServiceNow Discovery that enables AI agents to read, search, validate, author, surgically edit, and reason about Discovery patterns, including NDL grammar, SNMP OIDs, data sources, and emulator blueprints.

AI Developer Tools MCP Server

Enables querying real-time adoption metrics, trends, and comparisons for popular AI coding tools like OpenAI SDK, Anthropic SDK, Cursor, GitHub Copilot, and LangChain through natural language.

Jenkins MCP Server

A Jenkins MCP server with 37 tools for managing jobs, builds, nodes, views, and CI/CD workflows.

ecfr-cartography-mcp

An MCP server that turns the US Code of Federal Regulations into an agent-navigable citation graph, enabling traversal of regulatory references and detection of stale citations via structured tools.

tradingview-mcp-py

MCP server for stock analysis providing 30 tools across technical analysis, Yahoo Finance, IDX/BEI, backtesting, news sentiment, and trade math, with no TradingView Desktop required and VPS compatibility.

Cargo Metadata MCP Server

AI 自动生成的 Minecraft 服务器

agent immune

Adaptive security for AI agents: assess inputs for prompt injection, scan outputs for credential/PII leaks, teach new attack patterns to semantic memory, harden prompts, and monitor metrics. Runs locally via MCP stdio.

DateTime-LocalMCPServer

A Model Context Protocol server built with FastMCP that provides tools for retrieving the current local date and time. It allows LLMs to access precise temporal information directly from the host environment.

SpeechWire MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with secure, authenticated access to SpeechWire tournament data for speech-and-debate competitions.

Basecamp MCP Server

Enables seamless integration with Basecamp 3 through 46 comprehensive API tools, allowing users to manage projects, todos, card tables, documents, campfire messages, and other Basecamp features through natural language interactions in Claude Desktop and Cursor IDE.

korea-stock-mcp

Enables AI-powered analysis of Korean stock market data and corporate disclosures using official DART and KRX APIs.

Azure DevOps PR Reviewer MCP Server

An MCP server for automated code reviews on Azure DevOps pull requests, enabling AI assistants to fetch PR details, validate requirements, post inline comments, and set review votes.