发现优秀的 MCP 服务器

MCP Server for Apache Gravitino

A FastMCP integration server that provides access to Apache Gravitino metadata management APIs, allowing users to manage catalog/schema/table metadata, tags, and user-role information through a structured interface.

smart-read-mcp

Provides a universal read path for agents to extract facts, metadata, and provenance from local files and guarded remote URLs without using generative LLMs.

mcp-opensensemap

Enables AI agents to query environmental sensor data from the openSenseMap citizen-science network, allowing access to air quality, weather, and other sensor measurements through natural language.

SolidWorks MCP Server

Connects Claude Code to SolidWorks via MCP protocol, enabling natural language control for creating 3D models.

mcp-server-skeleton

Enables registering custom agent tools via a minimal JSON-RPC over stdio implementation, with zero external dependencies, to expose them to AI agents like Claude, Cursor, and Gemini.

Monolith

Unreal Engine 5.7 editor plugin that gives AI assistants full read/write access to Blueprints, Materials, Animation, Niagara, Config, and more via MCP. 119 actions across 9 domains, pure C++, embedded Streamable HTTP server.

Archonics MCP Audit Server

Free MCP tools for context engineering audits of AI agents, offering on-demand analysis of system prompts, tool definitions, and context packing.

agentic-ledger

Lets agents query their own usage ledger captured by the Agentic Ledger proxy: sessions with full call traces, costs, loop runs, and stuck-loop flags. Tools include list_sessions, get_session, search, list_runs, get_run_status, and explain.

bdd-regression-test-generator

MCP server that analyzes OpenAPI/Swagger REST API contracts and generates BDD Gherkin feature files and TypeScript Jest regression test scripts.

Linear MCP Server

提供一个模型上下文协议接口，用于访问 Linear 的问题跟踪系统，使用户能够以 TypeScript 类型安全和强大的错误处理来查询和搜索问题。

Oxylabs MCP Server

一个抓取工具，利用 Oxylabs Web Scraper API 来获取和处理网页内容，并提供灵活的选项来解析和渲染页面，从而能够高效地从复杂的网站中提取内容。

Human-In-the-Loop MCP Server

Enables AI assistants to interact with humans through GUI dialogs for text input, choices, confirmations, and information display.

Figma MCP Server

一个模型上下文协议服务器，它与 Figma 的 API 集成，允许与 Figma 文件、评论、组件、项目和 Webhook 管理进行交互。

PowerPoint MCP Server

一个服务器，可以通过模型上下文协议以编程方式创建和编辑 PowerPoint 演示文稿，支持添加幻灯片、图像、文本框、图表和表格等功能。

zoho-books-mcp

A safety-gated MCP server for Zoho Books that enables AI agents to perform general-ledger writes, bank-feed categorization, and receipt attachments not exposed by Zoho's native connector, with hard guardrails preventing unauthorized actions on live data.

Web Research Assistant

Comprehensive web research toolkit with 13 tools for searching (via SearXNG), crawling, package discovery, GitHub metrics, error translation, API documentation lookup, data extraction, technology comparison, and service status checking.

mcp-ragdocs

一个 MCP 服务器实现，它提供工具，通过向量搜索来检索和处理文档，从而使 AI 助手能够利用相关的文档上下文来增强其回复。

units-static

A deterministic unit conversion MCP server with fixed tables, offering tools to convert length, mass, temperature, and volume, list units, and compare quantities. Designed for judge-friendly schema clarity and no network I/O.

Nextcloud ChatGPT Bridge

Enables ChatGPT and Codex to securely manage files in Nextcloud via OAuth-protected MCP tools, with tenant isolation and root-bound access.

Buildez MCP Server

Enables AI assistants to build complete, live websites from natural language descriptions by connecting to Buildez.ai.

disclosures

Enables corporate disclosure research through official SEC EDGAR and GLEIF sources, providing tools for company resolution, filings, insiders, ownership, financials, and private raises via natural language.

Kayzen Analytics MCP Server

一个实现方案，使人工智能模型能够通过标准化接口访问和分析 Kayzen 广告活动数据，该接口具有诸如自动身份验证和报告管理等功能。

exif-mcp

An offline MCP server that allows LLMs or humans to extract and analyze metadata from images using the exifr library, supporting various image formats and metadata segments without external tools.

mihoyo-mcp

Enables MCP clients to connect to miyoushe and HoYoLAB accounts with QR login, encrypted credential storage, multi-account and game role discovery, daily notes for Star Rail, Genshin Impact, and Zenless Zone Zero, plus stamina alert checks with deduplication.

MCP Web Search Server

Enables privacy-focused web searches, social media lookups, and web archive retrieval across multiple engines including DuckDuckGo, Brave, Reddit, YouTube, and Wayback Machine with built-in caching and security features.

Chart-Output MCP Server

Enables AI agents to generate and render charts as PNG, SVG, or WebP images directly in chat interfaces. Supports Chart.js specifications and natural language descriptions for creating visualizations from data.

FullScope-MCP

A comprehensive Model Context Protocol server for content summarization that supports web scraping, file reading, content summarization, and topic-based summarization features.

healthchecksio-mcp

An MCP server for the Healthchecks.io API that lets Claude manage checks, channels, badges, and send pings.

agentknows

MCP server for internet access across Western and Indian platforms, enabling reading, searching, and hot content retrieval from stocks, news, hackernews, YouTube, GitHub, and more.