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
PydanticAI is a Python agent framework designed to simplify the development of production-grade applications with Generative AI, bringing the "FastAPI feeling" to GenAI app development.
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 topoteretes
Cognee is an open-source project that provides a dynamic memory solution for AI agents, aiming to replace traditional RAG systems with a scalable and modular approach for data ingestion, processing, and search.
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 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 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 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 21st-dev
An AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions, right in their IDE.
by sooperset
MCP Atlassian is a Model Context Protocol (MCP) server that integrates AI assistants with Atlassian products like Confluence and Jira. It enables AI to automate tasks, search for information, and manage content within Atlassian ecosystems.
by zcaceres
Markdownify is a Model Context Protocol (MCP) server that converts various file types and web content to Markdown format, providing tools to transform PDFs, images, audio files, web pages, and more into easily readable and shareable Markdown text.
by antvis
mcp-server-chart is a Model Context Protocol (MCP) server developed by AntV that generates over 25 types of visual charts. It provides robust chart generation and data analysis capabilities, integrating with various AI clients and platforms.
by ahujasid
AbletonMCP is an integration that connects Ableton Live with Claude AI, enabling prompt-assisted music production and live session manipulation through natural language commands.
by sendaifun
An open-source toolkit for connecting AI agents to Solana protocols, enabling them to autonomously perform various blockchain actions.
by haris-musa
excel-mcp-server is a Python-based Model Context Protocol (MCP) server that enables AI agents to programmatically create, read, and modify Excel files without requiring Microsoft Excel to be installed.
by mobile-next
Mobile-mcp is a Model Context Protocol (MCP) server designed for scalable mobile automation, app scraping, and development across iOS and Android devices, including physical devices, simulators, and emulators.
by anaisbetts
mcp-installer is an MCP server designed to automate the installation of other MCP servers, simplifying the process for users.
by sparfenyuk
mcp-proxy is a tool that acts as a bridge between Streamable HTTP and stdio MCP (Model Context Protocol) transports, allowing for flexible communication between different types of MCP servers and clients.
by basicmachines-co
Basic Memory is a local-first knowledge management system that allows users to build a persistent semantic graph from conversations with AI assistants. It addresses the ephemeral nature of most LLM interactions by providing a structured, bi-directional knowledge base that both humans and LLMs can read and write to.
by damms005
DevDb is a lightweight VS Code extension that automatically discovers and loads your database, providing a rich set of features to aid in development and debugging directly within your IDE.
by chatmcp
The mcp-server-chatsum is an MCP server designed to leverage large language models (LLMs) to query and summarize chat messages. It integrates with chat applications, particularly Claude Desktop, to provide intelligent summarization capabilities.
by smithery-ai
mcp-obsidian is a connector that allows Claude Desktop to read and search an Obsidian vault or any directory containing Markdown notes.
by Azure
azure-mcp is a server that implements the Model Context Protocol (MCP) to connect AI agents with Azure services. It allows developers to interact with Azure resources like Storage, Cosmos DB, and the Azure CLI using natural language commands within their development environment.
by bytebase
DBHub is a universal database gateway that implements the Model Context Protocol (MCP) server interface, enabling MCP-compatible clients to interact with various databases.
by Flux159
MCP Server for Kubernetes management commands, enabling interaction with Kubernetes clusters to manage pods, deployments, and services.
by leonardsellem
An MCP server that enables AI assistants to interact with n8n workflows through natural language.