发现优秀的 MCP 服务器

Octagon VC Agents

An MCP server that runs AI-driven venture capitalist agents whose thinking is continuously enriched by Octagon Private Markets' real-time deals and intelligence for pitch feedback, diligence simulations, and term sheet negotiations.

Thinking Agent MCP

Enables thinking models to extend their reasoning by outsourcing parts of the chain of thought to a non-thinking model via the chat_agent tool, with configurable parameters.

canton-agent-mcp

Enables AI agents to request sign-ins and payments on the Canton Network through a human's mobile wallet, where each request requires explicit human approval and hardware-backed signing.

HRT-PK-MCP

Enables recording hormone dosing events and querying predicted blood concentration for estradiol and testosterone using pharmacokinetic algorithms, supporting multiple administration routes.

OpenClaw X-to-ACP

Enables fetching and reading X.com (Twitter) threads and long-form articles for OpenClaw using your session cookies.

MCP Sample

使用 Claude Desktop 和 MCP 服务器集成创建的测试存储库。

spendglass

Read-only MCP server that lets local AI agents query bank transactions stored in a local SQLite database, with tools for accounts, transaction search, spending summaries, recurring charges, trends, themes, subscriptions, and store health.

Crypto Portfolio MCP

一个用于追踪和管理加密货币投资组合配置的 MCP 服务器。

mcp-numbers

Number utilities MCP server providing base conversion, Roman numeral conversion, and English word spelling of integers.

gptzero-mcp

Enables AI content detection with sentence-level and paragraph-level AI probability scoring to identify and fix AI-generated text.

GitLab MCP Server

Integrates GitLab with AI assistants to manage merge requests, analyze CI/CD pipelines, and create Architecture Decision Records. It enables seamless code searching, pipeline triggering, and deployment management through the Model Context Protocol.

VuhluiForge MCP

Converts screenshots into context-aware UI code that integrates seamlessly with existing Angular projects, considering project structure, conventions, and dependencies.

redis-guard-mcp

Enables safe, read-only interaction with Redis databases via cursor-based tools for retrieving keys, hashes, lists, sets, and sorted sets, backed by ACL DRYRUN-verified privilege checks.

UML-MCP Server

一个可以通过自然语言描述或 PlantUML 代码生成各种 UML 图的工具，它作为一个 MCP 服务器运行，可以与像 Claude 这样的客户端集成。 (Alternatively, a slightly more formal translation:) 一个可以通过自然语言描述或 PlantUML 代码生成各种 UML 图表的工具，并作为 MCP 服务器运行，以便与诸如 Claude 的客户端进行集成。

Cloudflare Workshop MCP Server

Provides chess-related tools via the Model Context Protocol, integrating with the Chess.com API to fetch daily puzzles, live streamers, player information, and more for AI assistants.

claude-aws-mcp

Enables natural language control of AWS resources (EC2, Security Groups, S3, Bedrock, etc.) directly from Claude Desktop or Claude Code.

gingr-mcp

Read-only MCP server for Gingr pet-care facility data, enabling queries about owners, animals, reservations, appointments, services, and staff via natural language.

MySQL MCP Server

Enables AI assistants to read and write MySQL databases, dynamically switch databases/servers, and auto-configure from Spring Boot projects.

Git MCP Server Troubleshooting Guide

Okay, here's a translation of "Troubleshooting documentation for Git MCP Server with specific focus on registry and connection issues," along with some options to best fit the context. I'll provide a few variations to cover different nuances: **Option 1 (More Literal, General):** * **Simplified Chinese:** Git MCP 服务器故障排除文档，重点关注注册表和连接问题。 * **Pinyin:** Gīt MCP fúwùqì gùzhàng páichú wéndàng, zhòngdiǎn guānzhù zhùcèbiǎo hé liánjiē wèntí. **Option 2 (More Technical, Emphasizing Problem Solving):** * **Simplified Chinese:** Git MCP 服务器问题排查文档，着重解决注册和连接相关问题。 * **Pinyin:** Gīt MCP fúwùqì wèntí páichá wéndàng, zhuózòng jiějué zhùcè hé liánjiē xiāngguān wèntí. **Option 3 (More Natural, Emphasizing Root Cause):** * **Simplified Chinese:** Git MCP 服务器故障排除文档，特别针对注册表和连接方面的根本原因进行分析。 * **Pinyin:** Gīt MCP fúwùqì gùzhàng páichú wéndàng, tèbié zhēnduì zhùcèbiǎo hé liánjiē fāngmiàn de gēnběn yuányīn jìnxíng fēnxī. **Explanation of Choices:** * **Git MCP Server:** I've kept this as "Git MCP 服务器" (Gīt MCP fúwùqì) because it's likely a specific product or system name. Translating "MCP" might lose the intended meaning. * **Troubleshooting Documentation:** * "故障排除文档" (gùzhàng páichú wéndàng) is a standard translation for troubleshooting documentation. * "问题排查文档" (wèntí páichá wéndàng) is another common and slightly more technical way to say it. * **Registry:** "注册表" (zhùcèbiǎo) is the most common translation for "registry" in a technical context. However, depending on what "registry" refers to in your specific Git MCP Server context, it might need adjustment. If it's more about *registration* (like registering the server), then "注册" (zhùcè) might be more appropriate. * **Connection Issues:** "连接问题" (liánjiē wèntí) is the standard translation. * **Specific Focus:** * "重点关注" (zhòngdiǎn guānzhù) means "focus on." * "着重解决" (zhuózòng jiějué) means "emphasize solving." * "特别针对...进行分析" (tèbié zhēnduì... jìnxíng fēnxī) means "specifically analyze...". This option is good if the documentation goes into the *reasons* for the issues. **Recommendation:** Without knowing the exact context of your Git MCP Server and what "registry" refers to, **Option 2 (Git MCP 服务器问题排查文档，着重解决注册和连接相关问题)** is a good balance of accuracy and naturalness for most technical audiences. However, if the documentation focuses on *analyzing the root causes* of the problems, then **Option 3** is better. If "registry" means something other than the standard Windows registry, please provide more context so I can refine the translation.

mcp-brazil-marketplaces

MCP server to search and retrieve public ads from OLX Brasil and Mercado Livre Brasil with automatic anti-bot bypass.

Telegram MCP Server

Enables sending and receiving Telegram messages through MCP clients like Claude Desktop and Gemini Spark.

mcp-arcgis-seattle

Enables search and query of City of Seattle GIS open geospatial datasets such as parcels, zoning, and public works via ArcGIS Feature Services.

laravel-herd-mcp

Connects Claude or any MCP client to Laravel Herd, providing 218 tools to manage PHP development environments, Laravel projects, sites, services, database, and more through natural language.

Cogniz Memory Platform MCP Server

Official Model Context Protocol (MCP) server for Cogniz Memory Platform. Enables AI assistants like Claude to store and retrieve memories across conversations.

Figma MCP Server

一个 TypeScript 服务器，实现了模型上下文协议 (Model Context Protocol)，从而可以使用自然语言提示，通过 Cursor Agent 在 Figma 中实现 AI 驱动的设计创作。

Smartsheet MCP Server

Enables interaction with Smartsheet API to search, retrieve, create, update, and manage sheets, rows, webhooks, sharing permissions, cross-sheet references, and perform bulk operations through the Model Context Protocol.

MCP Server for Paper Analytical Devices (PAD)

用于纸质分析设备 (PAD) 的 Python MCP 服务器

bichon-mcp

MCP server that enables AI agents to search and read locally-archived emails via the Bichon email archiver API, without exposing Gmail or IMAP credentials.

content-repurposing-mcp

Maps any source asset (e.g., long video, podcast, blog) to all platform formats (TikTok, Reels, Shorts, etc.) with per-platform adaptation rules, enabling a 'film-once-cut-many' content workflow.

Clonst

Enables adversarial code review by connecting Claude Code to OpenAI Codex, iterating until consensus is reached between the two AI models.