Discover Awesome MCP Servers

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.

Cloudflare Playwright MCP

An MCP server that enables AI assistants to perform web automation tasks like navigation, typing, and clicking using Playwright on Cloudflare Workers. It allows models to interact with websites and capture screenshots directly through a set of integrated browser tools.

Figma MCP Server

一个连接 Figma 设计和 React 实现的桥梁，通过将 Figma 文件数据处理成 React 友好的格式，从而实现 Figma 设计到 React 应用的像素级完美转换。

REMnux MCP Server

Enables AI assistants to execute malware analysis tools on a REMnux system via Docker, SSH, or local connections. It provides automated file-type analysis, structured tool discovery, and security guardrails for streamlined malware investigation.

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.

remi

Apple Reminders CLI and MCP server with section support and iCloud sync — the only tool that can create, manage, and sync sections across devices

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。

Facebook Scraper3 MCP Server

Enables access to the Facebook Scraper3 API to extract data from Facebook profiles, pages, groups, and the marketplace. It provides comprehensive tools for searching posts, people, and events, as well as retrieving detailed metadata for comments, reactions, and media.

Filesystem Watcher MCP

Enables AI coding agents to watch directories for live filesystem changes (create, modify, delete, move) via the Model Context Protocol, providing event-driven access without busy-polling.

BLS (Bureau of Labor Statistics) MCP Server

Provides access to U.S. labor market data including employment statistics, Consumer Price Index inflation rates, and wage information. Users can query specific time series data or use shortcuts for common economic indicators like unemployment and industry-specific employment.

ABAP-ADT-API MCP-Server

An MCP server that facilitates seamless interaction with SAP ABAP systems to manage development objects, transport requests, and source code. It provides a comprehensive suite of tools for performing syntax checks, object searches, and code modifications via the ADT API.

MCP Adobe Premiere Pro

An AI-powered automation bridge for Adobe Premiere Pro that enables controlling video edits with natural language and automating workflows through Claude or other AI agents.

Gmail MCP Server

A comprehensive MCP server providing 24 tools for full Gmail management, including email operations, label organization, and batch filtering. It features multi-account support and secure OAuth authentication for interacting with mailboxes via natural language.

ChromaDB Local MCP Server

Provides AI assistants with persistent memory through local ChromaDB vector storage, featuring automated file ingestion and batch processing for over 70 file types. It enables advanced vector search, EXIF metadata extraction for photos, and duplicate file detection across local directories.

MCP Research Server

Provides tools for automated company research, competitor identification, and business model analysis to generate comprehensive business intelligence. It enables users to extract market keywords and synthesize competitive insights via AI-powered research capabilities.

cocos-mcp

A headless MCP server that enables AI to create complete 2D/3D games in Cocos Creator without opening the editor or writing TypeScript code, featuring 184 tools for scene building, physics, UI, and automated testing.

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.

Fetch TypeScript Server

一个模型上下文协议服务器，提供网页内容获取和转换功能。

mcp-mgccli

Exposes 7 read-only MCP tools for Magalu Cloud products (block storage, virtual machines, Kubernetes, etc.) using authenticated mgc CLI commands, enabling natural language queries about cloud resources.

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.

MCP4Amazon

An MCP server that enables large language models to directly access and analyze Amazon product information, including product details, variants, and reviews.

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.

geotap-mcp-server

ollect comprehensive environmental data from 80+ US federal sources (FEMA, EPA, USGS, NOAA, NRCS, USFWS, DOE, DOT, CDC, Census) for any US location. One tool returns flood zones, soils, wetlands, rainfall, water quality, contamination, seismic risk, infrastructure, ecology, energy, and demographics.

MCP Rust/Slint Development Server

Provides up-to-date information for Rust and Slint development by fetching real-time data from GitHub repositories, including package search, UI components, release news, and development resources with automatic caching and refresh capabilities.

mcp-server-ascom

Control telescopes, cameras, and focusers with AI through natural language, using any ASCOM Alpaca device.

mcp-rfc-editor

An MCP server for creating, loading, and editing RFC TXT documents using the rfc-editor Python library. It provides a suite of tools to manage document components including sections, abstracts, titles, and author metadata.

Mindpilot MCP

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

Wine Tasting Visual Vocabulary MCP Server

Translates wine tasting vocabulary (varietal, terroir, balance, aging) into visual parameters for AI image generation, enabling sommeliers to describe wines in their native sensory language and get corresponding visual attributes for creating wine-inspired imagery.