Discover Awesome MCP Servers

Ultimate MCP Server

An MCP-native server that enables intelligent task delegation from advanced AI agents like Claude to more cost-effective LLMs, optimizing for cost while maintaining output quality.

Remote MCP Server

A deployable server that implements the Model Context Protocol on Cloudflare Workers, enabling AI tools to be accessed from clients like Claude Desktop and Cloudflare AI Playground.

MCP Study Agent

An MCP server that enables users to interact with local documents for educational purposes through tools for listing and reading files. It features an integrated agent capable of automatically generating document summaries and study flashcards.

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.

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.

Marketing Connect MCP Services

A Model Context Protocol server for Marketing Connect AI integrations that provides tools, resources, and prompts for AI models to interact with marketing systems and data.

Simple MCP Server

A demonstration server implementing the Model Context Protocol (MCP) that provides three basic tools: echo, calculator, and current time functionality.

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。

LudusMCP

An MCP server that enables management and deployment of Ludus lab environments through natural language commands. It provides comprehensive tools for range lifecycle management, configuration validation, and documentation research within virtualized training infrastructures.

Stelo Workaround MCP

Enables querying Dexcom Stelo glucose data by importing Clarity CSV exports into SQLite and providing MCP endpoints for glucose readings, statistics, and time-in-range analysis.

Generic MCP Server Template

一个框架，可以与人工智能一起使用，轻松地为任何服务创建服务器。只需将 API 文档放入其中，然后要求创建 MCP（最小可行产品）。 Alternatively, depending on the context, MCP could also stand for "Minimum Complete Product". In that case, the translation would be: 一个框架，可以与人工智能一起使用，轻松地为任何服务创建服务器。只需将 API 文档放入其中，然后要求创建最小完整产品。

N Lobby MCP Server

A Model Context Protocol server that provides secure access to N Lobby school portal data including announcements, schedules, and learning resources through browser-based authentication.

Meme MCP Server

A Model Context Protocol server that enables AI models and tools to generate meme images from user prompts using the ImgFlip API.

Browser MCP

浏览器 MCP 是一个模型上下文提供器 (MCP) 服务器，它允许 AI 应用程序控制您的浏览器。

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）。

DollhouseMCP

A comprehensive Model Context Protocol server that enables dynamic AI persona management with GitHub-powered marketplace integration, allowing Claude and other compatible AI assistants to activate different behavioral personas with community sharing capabilities.

AVD MCP Server

Automates Android Virtual Device operations by enabling users to start emulators, execute development commands, and capture screenshots. It facilitates Android testing workflows by returning command outputs and visual feedback directly to AI assistants.

Twitter MCP Server

这个 MCP 服务器允许客户端与 Twitter 互动，从而能够发布推文和搜索 Twitter。

Replicate

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。

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.

Google Chat Webhook MCP Server

Sends messages to Google Chat via webhooks with automatic Markdown to Cards V2 conversion, supporting headers, lists, code blocks, tables, and images with validation and fallback handling.

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.

Feedback Pipeline MCP Server

Bridges Notion custom agents with Claude Code to automate bug reproduction and fix implementation. It utilizes Playwright for browser automation to verify issues and Claude Code to develop and test software fixes.

DotnetTemplateMCP

MCP server wrapping the .NET Template Engine for AI-driven template discovery, inspection, and instantiation

MCP based Math Drawing Client

代理式 MCP 客户端服务器，解决数学任务并在绘图应用程序中以矩形绘制输出。

Financial Analysis MCP Server

Enables LLMs to retrieve, analyze, and visualize stock prices and financial report data for quantitative trading research and investment analysis. Provides real-time and historical stock data, financial statement analysis, key metric calculations, and trading signal visualization.

BambooHR MCP Server

Enables AI assistants to interact with BambooHR's API through natural language queries. Provides access to employee data, time off management, company files, and HR operations with comprehensive tools for workforce management.

OnSched Consumer API MCP Server

An MCP server that enables interaction with OnSched's consumer-facing appointment scheduling API through natural language, allowing users to manage bookings, appointments, and scheduling operations.

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。

Siigo MCP Server

Enables interaction with the Siigo API to manage products, customers, and invoices with enterprise-grade security features like RBAC and audit logging. It supports financial reporting operations and secure data handling through the Model Context Protocol.