MCP SERVERS▌

Control any ROS1 or ROS2 robot with natural language using ROS MCP Server—AI-powered, code-free, real-time monitoring an

Boost AI coding agents with Ref Tools—efficient documentation access for faster, smarter code generation than GitHub Cop

Web Fetcher uses Playwright for reliable data web scraping and extraction from JavaScript-heavy websites, returning clea

Deploy, monitor, and manage cloud based DBMS and cloud database management tasks on Tencent CloudBase with AI-powered to

Connect MongoDB databases to chat interfaces. Manage AWS with MongoDB, explore Atlas cost, and inspect collections secur

mcp-jetbrains: secure IDE proxy server for JetBrains IDE and JetBrains Gateway — fast, seamless remote development in yo

Interact with JetBrains IDEs like IntelliJ, Datagrips, and ReSharper for advanced code analysis and development tasks.

LLMS.txt Documentation: Easily fetch and parse llms.txt files to provide instant AI-driven documentation lookup during c

Easily convert your OpenAPI specification into usable MCP endpoints with OpenAPI Proxy. Streamline API integration and b

Voice MCP powers two-way voice apps with Google Cloud Speech to Text, Speech Recognition, and Text to Speech API for acc

Apify Actor offers 4,000+ cloud tools for web scraping. Scrape any website for data from e-commerce, social media, maps,

Unlock powerful Excel automation: read/write Excel files, create sheets, and automate workflows with seamless integratio

DuckDuckGo Search integrates web search and content parsing, ensuring privacy-focused results for large language model u

Interact with Kubernetes resources using natural language instead of complex kubectl commands. Simplify cluster manageme

ToolFront is a knowledge database software and db management system offering unified access to databases with advanced t

Async browser automation server using GPT-4o for remote web navigation, extraction, and tasks. Ideal for Selenium softwa

Acemcp: semantic code search across codebases with incremental indexing. Find relevant snippets, file paths and line num

Context Portal: Manage project memory with a database-backed system for decisions, tracking, and semantic search via a k

Hyperbrowser enables web scraping, internet scraping, and automation to scrape any website for data extraction or web cr

Octocode seamlessly integrates with GitHub CLI and npm for fast code discovery, repo analysis, and commit tracking with

Integrate with Google Sheets and Google Drive to manage spreadsheets easily using the Google Sheets API and advanced aut

Unlock powerful OLAP database analytics on ClickHouse MCP Server. Manage OLAP data with seamless online analytical proce

Automate macOS tasks with AppleScript and JavaScript. Control apps, files, and system efficiently using macOS Automator'

Supercharge your NextJS projects with AI-powered tools for diagnostics, upgrades, and docs. Accelerate development and b