Discover Awesome MCP Servers

Tool Filter MCP

Filters and blocks specific tools from upstream MCP servers using regex patterns to reduce context pollution and remove unwanted tools from AI agent interactions.

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

AWS S3 MCP Server

通过预签名 URL 提供对 AWS S3 存储桶的安全访问，从而能够列出、下载、上传和删除对象。

GIF Creator MCP

Converts video files to GIF animations with customizable settings like FPS, dimensions, and duration.

WeChat Article Parser

Parses WeChat public account articles to extract metadata, content, and generate AI-powered summaries with semantic analysis, viewpoint extraction, and structure analysis capabilities.

Mindpilot MCP

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

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.

Todoist MCP Server

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

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.

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.

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.

Sage 200 MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Sage 200 (beta): https://www.cdata.com/download/download.aspx?sku=GGZK-V&type=beta

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.

NetBox MCP Server

Enables read-only interaction with NetBox network documentation and infrastructure data through LLMs. Allows querying devices, sites, IP addresses, and viewing change history via natural language.

Cox's Bazar AI Itinerary MCP Server

Provides travel planning tools for Cox's Bazar, Bangladesh, including weather forecasts, AI-powered itinerary generation, and pre-configured travel planning prompts.

MCP RAG

A complete MCP server for Retrieval-Augmented Generation with file management and vector memory for agents. Supports multiple document formats (PDF, DOCX, TXT, MD, CSV, JSON) with semantic search using Hugging Face embeddings and ChromaDB for efficient vector storage.

MCP Character Count

Enables counting characters or bytes in text with options to include or exclude whitespace. Provides a simple tool for text analysis and length measurement.

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.

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.

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.

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。

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。

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）。

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK. Includes example tools for calculations and greetings, plus system information resources.

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.

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。

Flux Schnell Server

一个基于 Flux Schnell 模型的 MCP 图像生成服务器，提供 API 接口，可以通过文本提示生成图像，并支持自定义尺寸和种子。