发现优秀的 MCP 服务器

302AI File Parser MCP Server

一个 MCP 服务器，用于解析 Claude Desktop 的文件，需要 302AI API 密钥才能运行。

Pexpect MCP Server

Enables AI assistants to execute Python code with pexpect functionality for interactive debugging sessions with command-line tools like LLDB and GDB. Maintains a stateful Python session allowing programmatic control of interactive processes.

Claude Desktop Config Manager

一个轻量级的命令行工具，用于管理 Claude Desktop MCP (模型上下文协议) 配置。该工具可以轻松地开启或关闭 MCP 服务器，创建预设配置，以及管理备份。

pkgx MCP

A Model Context Protocol server that allows AI to run any Open Source tool via pkgx, enabling Claude to execute commands while maintaining read-only access to the filesystem.

ZeroPath MCP Server

允许开发者在诸如 Claude Desktop、Cursor 以及其他 MCP 兼容环境中使用自然语言查询安全发现（SAST 问题、密钥、补丁）。

Mindpilot MCP

Visualize anything from Claude Code as a mermaid diagram in a locally hosted web app.

Pydantic AI Documentation Server

Provides programmatic access to Pydantic-AI documentation as an MCP server, enabling retrieval of specific documents, listing of topics, and access to changelog information.

Vega-Lite MCP Server Troubleshooting

Here's a translation of "Troubleshooting guide for Vega-Lite MCP server integration with Claude" into Chinese: **Vega-Lite MCP 服务器与 Claude 集成故障排除指南** (Vega-Lite MCP fúwùqì yǔ Claude jíchéng gùzhàng páichú zhǐnán) Here's a breakdown of the translation: * **Vega-Lite:** (Vega-Lite) - The name remains the same as it's a proper noun. * **MCP:** (MCP) - The name remains the same as it's an acronym. * **服务器 (fúwùqì):** Server * **与 (yǔ):** With * **Claude:** (Claude) - The name remains the same as it's a proper noun. * **集成 (jíchéng):** Integration * **故障排除 (gùzhàng páichú):** Troubleshooting * **指南 (zhǐnán):** Guide

Learning Assistant Server

用于分析 PDF 并推荐学习问题的 MCP 服务器 (Yòng yú fēnxī PDF bìng tuījiàn xuéxí wèntí de MCP fúwùqì) Here's a breakdown: * **用于 (Yòng yú):** Used for * **分析 (Fēnxī):** Analyzing * **PDF:** PDF (common abbreviation, often used directly in Chinese) * **并 (Bìng):** And * **推荐 (Tuījiàn):** Recommend * **学习问题 (Xuéxí wèntí):** Study problems * **的 (De):** Of (possessive particle) * **MCP 服务器 (MCP fúwùqì):** MCP server

MCP-Undetected-Chromedriver

An MCP service that automates Chrome browser control while bypassing anti-bot detection mechanisms, enabling web scraping, testing and automation on sites with sophisticated bot protection.

Terminal Command Runner MCP Server

NeoMCP 服务器 (NeoMCP fúwùqì)

Soccer MCP Server

镜子 (jìng zi)

Ocean.io MCP Server

A Model Context Protocol server that enables finding lookalike companies based on seed companies through integration with the Ocean.io API.

MCP Time Server

A TypeScript server that provides time-related tools through the Model Context Protocol, allowing users to get current time in various timezones and convert times between different IANA timezones.

Todoist MCP Server

An MCP server that connects Claude with Todoist for complete task and project management through natural language.

Nylas API MCP Server

一个实验性服务器，为 Nylas API 实现了模型上下文协议 (MCP)，提供资源、工具和提示，以帮助开发者将电子邮件、日历和联系人功能与 AI 应用程序集成。

awesome-awesome-mcp-servers

一份精选的超棒 MCP 服务器（模型上下文协议服务器）列表

scvi-tools MCP Server

Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.

AKShare One MCP Server

一个基于 akshare-one 的 MCP 服务器，提供中国股票市场数据的接口。

MCP Heuristics - Garden Management System

Okay, here's a translation of "POC for tracking MCP server tool usage with Kestra" into Chinese, along with some considerations for choosing the best translation: **Option 1 (More Literal, Generally Understandable):** * **使用 Kestra 跟踪 MCP 服务器工具使用情况的概念验证 (POC)** * (Shǐyòng Kestra gēn zōng MCP fúwùqì gōngjù shǐyòng qíngkuàng de gàiniàn yànzhèng (POC)) * This is a fairly direct translation. It uses "概念验证 (gàiniàn yànzhèng)" for "proof of concept" which is a common and well-understood term in technical contexts. "跟踪 (gēn zōng)" means "track" or "monitor." "使用情况 (shǐyòng qíngkuàng)" means "usage situation" or "usage status." **Option 2 (Slightly More Concise, Still Clear):** * **用 Kestra 监控 MCP 服务器工具使用情况的 POC** * (Yòng Kestra jiānkòng MCP fúwùqì gōngjù shǐyòng qíngkuàng de POC) * This is similar to Option 1, but uses "监控 (jiānkòng)" which means "monitor" or "supervise." It's slightly shorter and can be a good alternative if you want to be a bit more concise. **Option 3 (More Emphasis on Implementation/Testing):** * **使用 Kestra 实现 MCP 服务器工具使用情况跟踪的 POC** * (Shǐyòng Kestra shíxiàn MCP fúwùqì gōngjù shǐyòng qíngkuàng gēn zōng de POC) * This option uses "实现 (shíxiàn)" which means "implement" or "realize." It emphasizes the practical aspect of implementing the tracking. **Option 4 (Focus on Validation):** * **Kestra 跟踪 MCP 服务器工具使用情况的验证性 POC** * (Kestra gēn zōng MCP fúwùqì gōngjù shǐyòng qíngkuàng de yànzhèng xìng POC) * This option uses "验证性 (yànzhèng xìng)" which means "verificational" or "validating." It emphasizes that the POC is to validate the tracking. **Which Option to Choose?** * **Option 1 (使用 Kestra 跟踪 MCP 服务器工具使用情况的概念验证 (POC))** is generally the safest and most widely understandable. It's a good default choice. * **Option 2 (用 Kestra 监控 MCP 服务器工具使用情况的 POC)** is a good alternative if you want to be slightly more concise. * **Option 3 (使用 Kestra 实现 MCP 服务器工具使用情况跟踪的 POC)** is suitable if you want to emphasize the implementation aspect. * **Option 4 (Kestra 跟踪 MCP 服务器工具使用情况的验证性 POC)** is suitable if you want to emphasize the validation aspect. **Key Vocabulary:** * **POC (Proof of Concept):** 概念验证 (gàiniàn yànzhèng) or just POC (widely understood) * **Tracking:** 跟踪 (gēn zōng) * **MCP Server:** MCP 服务器 (MCP fúwùqì) * **Tool:** 工具 (gōngjù) * **Usage:** 使用情况 (shǐyòng qíngkuàng) * **Kestra:** Kestra (no translation needed) * **Monitor:** 监控 (jiānkòng) * **Implement:** 实现 (shíxiàn) * **Validation:** 验证性 (yànzhèng xìng) I recommend using **Option 1** unless you have a specific reason to choose one of the others. It's clear, accurate, and uses common technical terminology. Remember to consider your target audience and the specific context when making your final decision.

DingDing MCP

一个模型控制协议服务器，提供对钉钉（中国职场协作平台）API功能的访问，包括检索访问令牌、部门列表、用户信息以及按姓名搜索用户。

Shodan MCP Server

一个 WebSocket 服务器，它提供 MCP 接口，用于通过 Shodan API 搜索和检索有关互联网连接设备、IP 地址、DNS 数据和 CVE 漏洞的信息。

Malloy MCP Server

一个 MCP 服务器，用于通过 Malloy Publisher 与 Malloy 数据模型进行交互。

Climatiq MCP Server

一个模型上下文协议服务器，它通过与 Climatiq API 交互，使 AI 助手能够执行实时碳排放计算并提供气候影响洞察。

MCP Server for Qdrant

一个机器控制协议 (MCP) 服务器，它能够存储信息并从具有语义搜索功能的 Qdrant 向量数据库中检索信息。

Setup

镜子 (jìng zi)

Algorand MCP Server

Enables interaction with the Algorand blockchain through 25+ specialized tools for account management, payments, asset creation, NFT operations, and network monitoring. Supports both mainnet and testnet with instant finality and low fees.

Replicate MCP Server

使用户能够通过模型上下文协议访问和管理 Replicate 的 AI 模型和预测，并提供用于创建、取消和检索模型预测和参数的工具。

Better Auth MCP Server

企业级身份验证解决方案，为应用程序提供安全的凭据管理，包括加密、多协议身份验证（OAuth2、SAML、LDAP）和实时威胁检测。