by netdata
Real-time, per‑second infrastructure monitoring platform that provides instant insights, auto‑discovery, edge‑based machine‑learning anomaly detection, and lightweight visualizations without requiring complex configuration.
by github
Enables AI agents, assistants, and chatbots to interact with GitHub via natural‑language commands, providing read‑write access to repositories, issues, pull requests, workflows, security data and team activity.
by daytonaio
Provides a secure, elastic sandbox environment for executing AI‑generated code with isolated runtimes and sub‑90 ms provisioning.
by chaitin
Provides a self‑hosted web application firewall and reverse‑proxy that filters, monitors, and blocks malicious HTTP/S traffic, protecting web applications from attacks such as SQL injection, XSS, brute‑force, bot abuse, and various code injections.
by Skyvern-AI
Skyvern automates browser-based workflows using LLMs and computer vision, offering a robust solution for repetitive online tasks.
by ahujasid
BlenderMCP integrates Blender with Claude AI via the Model Context Protocol (MCP), enabling AI-driven 3D scene creation, modeling, and manipulation. This project allows users to control Blender directly through natural language prompts, streamlining the 3D design workflow.
by pydantic
Enables building production‑grade generative AI applications using Pydantic validation, offering a FastAPI‑like developer experience.
by PipedreamHQ
Connect APIs quickly, run event‑driven automations, and execute custom code in Node.js, Python, Go, or Bash on a hosted platform.
by googleapis
Provides a configurable MCP server that abstracts connection pooling, authentication, observability, and tool management to accelerate development of database‑backed AI tools.
by GLips
Figma-Context-MCP is a Model Context Protocol (MCP) server that provides Figma layout information to AI coding agents. It bridges design and development by enabling AI tools to directly access and interpret Figma design data for more accurate and efficient code generation.
by elie222
An AI‑powered email assistant that automates inbox management, enabling users to reach inbox zero fast by handling replies, labeling, archiving, unsubscribing, and providing analytics through a plain‑text prompt configuration.
by czlonkowski
Provides AI assistants with structured access to n8n node documentation, properties, and operations, enabling automated workflow creation, validation, and management.
by topoteretes
Enables AI agents to store, retrieve, and reason over past conversations, documents, images, and audio transcriptions by loading data into graph and vector databases with minimal code.
by awslabs
Specialized servers that expose AWS capabilities through the Model Context Protocol, allowing AI assistants and other applications to retrieve up‑to‑date AWS documentation, manage infrastructure, query services, and perform workflow automation directly from their context.
by Arize-ai
Arize Phoenix is an open-source AI and LLM observability tool for inspecting traces, managing prompts, curating datasets, and running experiments.
by sonnylazuardi
This project implements a Model Context Protocol (MCP) integration between Cursor AI and Figma, allowing Cursor to communicate with Figma for reading designs and modifying them programmatically.
by firecrawl
Adds powerful web scraping, crawling, and search capabilities to LLM clients through a Model Context Protocol (MCP) server.
by awslabs
AWS MCP Servers allow AI agents to interact with and manage a wide range of AWS services using natural language commands. They enable AI-powered cloud management, automated DevOps, and data-driven insights within the AWS ecosystem.
by lharries
WhatsApp MCP Server is a Model Context Protocol (MCP) server for WhatsApp that allows users to search, read, and send WhatsApp messages (including media) through AI models like Claude. It connects directly to your personal WhatsApp account via the WhatsApp web multi-device API and stores messages locally in a SQLite database.
by executeautomation
mcp-playwright is a Model Context Protocol (MCP) server that enables large language models (LLMs) to perform browser automation and web scraping tasks using Playwright.
by firebase
Provides a command‑line interface to manage, test, and deploy Firebase projects, covering hosting, databases, authentication, cloud functions, extensions, and CI/CD workflows.
by wonderwhy-er
DesktopCommanderMCP is a Model Context Protocol (MCP) server that extends Claude's capabilities to include terminal control, file system search, and diff file editing. It transforms Claude into a powerful development and automation assistant by enabling AI to interact directly with your computer's file system and execute terminal commands.
by mendableai
Firecrawl MCP Server is an official Model Context Protocol (MCP) server implementation that integrates with Firecrawl to provide powerful web scraping capabilities to Large Language Models (LLMs). It acts as a bridge between LLMs and the web, allowing them to access and process web content for various tasks.
by idosal
GitMCP is a free, open-source remote Model Context Protocol (MCP) server that transforms any GitHub project into a documentation hub, enabling AI tools to access up-to-date documentation and code directly from the source to eliminate "code hallucinations."
by mckinsey
Build high-quality data visualization apps quickly with low‑code configuration, leveraging Plotly, Dash, and Pydantic while allowing deep customisation through Python, JavaScript, HTML, and CSS.
by makenotion
Provides a remote Model Context Protocol server for the Notion API, enabling OAuth‑based installation and optimized toolsets for AI agents with minimal token usage.
by Klavis-AI
Klavis AI provides open-source Multi-platform Control Protocol (MCP) integrations and a hosted API for AI applications. It simplifies connecting AI to various third-party services by managing secure MCP servers and authentication.
by cloudflare
Remote Model Context Protocol endpoints that let AI clients read, process, and act on data across Cloudflare services such as Workers, Radar, Observability, and more.
by lingodotdev
Provides an AI‑powered i18n toolkit that enables instant localization of web and mobile applications using large language models, with options to bring your own LLM or use the built‑in translation engine.
by 21st-dev
An AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions, right in their IDE.
by msgbyte
Provides website analytics, uptime monitoring, and server status in a single self‑hosted application.
by browserbase
Provides cloud browser automation capabilities for LLMs, enabling web navigation, interaction, screenshot capture, and data extraction through Browserbase and Stagehand.