发现优秀的 MCP 服务器

心知天气 MCP Server

Enables real-time weather queries for 400+ cities in China through the Seniverse Weather API. Provides secure weather data access with HMAC-SHA1 authentication and full MCP protocol compatibility.

MCP Server Gemini

A Model Context Protocol server that enables Claude Desktop and other MCP-compatible clients to leverage Google's Gemini AI models with features like thinking models, Google Search grounding, JSON mode, and vision support.

Coolify MCP Server

Enables AI agents to deploy and manage applications on Coolify through structured tools, supporting project management, app lifecycle control, pre-configured templates, and deployment monitoring with built-in safety guardrails.

Agent State MCP Server

Provides state and log management tools designed for long-lived AI agents that may be interrupted and resumed. It enables tracking agent progress and maintaining an append-only event history to ensure continuity across multiple sessions.

MCP Reddit Digest Server

一个基于 FastAPI 的 MCP 服务器工具，它使用 Azure OpenAI 获取并总结 Reddit 热门帖子。它会生成每日 PDF 摘要并将其上传到 Slack，支持基于主题的 subreddit 和计划任务。

MCP Server for Mem.ai

Enables AI assistants to intelligently save, organize, and retrieve content through Mem.ai's knowledge management platform. Supports creating notes, collections, and AI-powered content processing with automatic organization.

XDS110 MCP Server

Enables Large Language Models to act as co-debuggers for Texas Instruments embedded systems by providing real-time variable monitoring, memory manipulation, and motor control analysis through OpenOCD proxy architecture. Supports debugging TI microcontrollers with XDS110 debug probes while working alongside Code Composer Studio.

tf-dialect

Exposes your organization's Terraform style guide to AI coding agents, enabling them to generate, validate, and ensure Infrastructure as Code follows your specific conventions, naming standards, security defaults, and best practices.

2025 Tax Law Amendment MCP Server

Enables users to search and query information from the 2025 Korean tax law amendment PDF documents using natural language. Provides document indexing and retrieval capabilities through ChromaDB vector storage and LangChain integration.

Odoo MCP Server Advanced

Enables AI assistants to interact with Odoo ERP systems through the Model Context Protocol. Provides comprehensive access to Odoo models, records, and methods with enhanced features like employee search, holiday management, and flexible domain querying.

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镜子 (jìng zi)

NYTimes MCP

Enables access to New York Times content through 5 specialized tools including article search, real-time news wire, most popular articles, monthly archives, and bestseller lists.

Project Data Standardization MCP

This MCP ensures consistent naming conventions for variables, database structures, and file organization by validating against project standards and providing smart naming suggestions.

Colab MCP

Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat logs, terminal history, and session context with each other. Eliminates the need to re-explain context when switching between different AI coding tools.

MCP Crontab Explorer

一个 MCP 服务器，提供用于获取条目和查看日志的工具。

SearXNG MCP Server

An MCP server that allows searching through public SearXNG instances by parsing HTML content into JSON results, enabling metasearch capabilities without requiring JSON API access.

Recipe By Api Ninjas MCP Server

An MCP server that enables users to search for recipes and cooking instructions via the API Ninjas Recipe API. It supports querying specific dishes and provides paginated results for recipe discovery.

HUMMBL MCP Server

Provides access to the HUMMBL Base120 framework of 120 validated mental models organized across 6 transformations, enabling users to search, retrieve, and get AI-recommended mental models for problem-solving and decision-making.

Star MCP

A comprehensive Model Context Protocol service providing zodiac information queries, horoscope analysis, and compatibility testing between star signs.

Yahoo Finance MCP Server

Enables LLMs to retrieve stock market data and financial information from Yahoo Finance using the yfinance Python library. Supports querying stock prices, historical data, and other financial metrics through natural language.

VyOS MCP Server

A Model Context Provider server offering comprehensive access to VyOS network operating system functionality through 25+ tools covering configuration management, operational commands, diagnostics, and monitoring.

Overleaf MCP Server

Integrates with Overleaf's Git feature to manage LaTeX projects directly from MCP-enabled environments, enabling cloning, syncing, and pushing changes between local machine and Overleaf.

Keeper Secrets Manager - MCP

KSM MCP is a Model Context Protocol (MCP) server that acts as a secure intermediary between AI language models (like Claude) and Keeper Secrets Manager (KSM). It allows AI agents to manage your KSM secrets-such as listing, creating, retrieving, and deleting records and folders-while protecting your

Supabase Memory MCP Server

一个 MCP 服务器，利用 Supabase 提供内存和知识图谱存储，使多个 Claude 实例能够共享和管理数据，并使用数据库级别的锁定来实现安全的并发访问。

MCP Business AI Transformation

Enterprise-grade MCP server with multi-agent system for business AI transformation across finance, healthcare, retail, and other domains. Provides specialized AI agents for data analysis, API execution, business validation, and report generation with real-time monitoring and observability.

Any-API MCP Server

A configurable MCP server that adapts any HTTP API into an MCP toolset with generic HTTP tools (GET, POST, PUT, DELETE) and pluggable authentication. Includes API discovery scripts and supports dynamic tool generation from OpenAPI specs or wordlist scans.

MCP Server Laravel

A Laravel-based web application that provides robust backend services for Model Context Protocol (MCP) operations. Features RESTful API endpoints, user authentication, and scalable architecture for MCP service integration.