发现优秀的 MCP 服务器

Plantos MCP Server

Enables AI assistants to analyze farm locations, retrieve soil and weather data, access commodity market prices, and chat with an agricultural advisor for farming recommendations.

clarvia-mcp-server

AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs. Check agent-readiness scores before calling any external tool.

Agent Factory MCP

A universal MCP server that automatically discovers and registers CLI tools as AI-powered agents with persona configuration, enabling any CLI tool to be used as an MCP tool.

Google Search Console MCP Server

Connects AI assistants to Google Search Console data for SEO analysis, including search analytics, URL inspection, sitemaps, indexing, and opportunity detection.

Thordata MCP Server

Enables AI models to scrape and extract data from any website globally using Thordata's 195+ country proxy network. Bypasses anti-bot systems and renders JavaScript content, outputting structured data in Markdown, HTML, or Links format.

vk-mcp-server

Model Context Protocol server for VK (VKontakte) social network API

Illumio MCP Server

一个模型上下文协议服务器，它支持与 Illumio PCE 进行对话式 AI 交互，以实现安全策略管理、工作负载操作、流量流分析和合规性评估。

Apple Shortcuts MCP Server

Enables the generation, management, and validation of Apple Shortcuts (.shortcut files) by providing tools to search actions and build control flow blocks. It allows users to programmatically create and analyze shortcut structures for deployment on iOS and macOS devices.

mcp-engram

Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge graph with SQLite, supporting search, graph traversal, temporal sequences, and structured reasoning.

google_maps_mcp

Enables querying Google Maps and Places APIs for local businesses and tourist attractions in India through a simple MCP interface.

@aiready/ast-mcp-server

AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing high-precision symbol resolution, reference finding, and structural analysis via MCP tools.

ZeroFuse

An MCP server that enables agents to automate refusal direction removal from open-weight LLMs via Optuna-driven search, producing standard Hugging Face models with no inference overhead.

kimi-api-mcp

MCP server that provides file operations and Moonshot API-powered tools (reasoning, code review, testing, research, web search, agent) for Kimi K2.5, requiring only a Moonshot API key.

Accessibility MCP Server

Provides comprehensive accessibility auditing tools for websites using axe-core, Lighthouse CLI, and WAVE API. Returns deterministic, WCAG-mapped results with selectors and DOM context for remediation.

ellmos-clatcher-mcp

Utility-first MCP server that extends Claude Code with file-maintenance capabilities beyond built-in tools. Supports encoding repair, format conversion, duplicate detection, batch renaming, and archive utilities.

For Five Coffee MCP Server

Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

Feishu/Lark OpenAPI MCP

Enables AI assistants to interact with Feishu/Lark platform APIs for automation scenarios including message management, document operations, calendar scheduling, group management, and Bitable operations through natural language.

ctxpeek

MCP server that fetches documentation from public git repositories at specific versions, enabling AI coding assistants to access up-to-date, ref-pinned docs from source repos.

fhir-ig-rag

Provides FHIR Implementation Guide facts via MCP tools, enabling querying of must-support, bindings, constraints, and value-set usage from StructureDefinition artifacts for conformance and testing support.

academic-mcp

Unified academic search MCP server that searches open literature (arXiv, bioRxiv, medRxiv, PMC), CNKI, and Web of Science, with browser-backed authentication, local paper library, and export to multiple formats.

mcp-financex

Comprehensive MCP server for real-time stock, cryptocurrency, options, and fundamental analysis, including SEC filings and insider trading data.

HP ALM MCP Server

Enables AI agents to interact with HP ALM / Quality Center for QA workflows including test case management, test execution, defect tracking, and requirements management.

PostgreSQL MCP Server (Model Context Protocol)

基于 FastMCP 的 MCP 服务器来控制 Postgres

erpnext-server

这是一个基于 TypeScript 的 MCP 服务器，它提供与 ERPNext/Frappe API 的集成。它使 AI 助手能够通过模型上下文协议与 ERPNext 数据和功能进行交互。

Jupyter MCP Server

通过模型上下文协议启用与 Jupyter Notebook 的交互，支持在 JupyterLab 环境中执行代码和插入 Markdown。

Feedback Analyzer AI MCP

Feedback Analyzer AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

MCP Weather & Files AI Server

An advanced Model Context Protocol server that integrates real-time weather data, local file system navigation, and geographic information with AI-powered analysis tools. It enables users to perform complex data evaluations and manage files while accessing live climatic and demographic data through compatible MCP clients.

mcp-servers-scratch

MCP 服务器 (MCP fúwùqì)