Latest insights, tutorials, and updates from the Model Context Protocol team
Discover aider, an AI MCP Server for terminal-based pair programming. With 46,840 GitHub stars, it supports diverse LLMs, maps codebases, and integrates with Git. Ideal for developers seeking an AI coding assistant within their workflow.
AstrBot is an easy-to-use, multi-platform LLM chatbot and development framework, boasting 35,444 GitHub stars. As an MCP server, it enables seamless integration of large language models across various messaging platforms, ideal for developers and organizations building AI-powered communication solutions.
code-review-graph is an innovative MCP Client that builds a local-first code intelligence graph, significantly reducing context for AI coding tools. Developers can use this Python-based solution to gain deep insights into their codebase, streamline code reviews, and enhance large-repo workflows.
FastGPT is a powerful TypeScript-based MCP Client for building knowledge-based AI agents, featuring visual workflow orchestration and RAG retrieval. It simplifies complex question-answering system development for developers and non-developers alike, leveraging the Model Context Protocol.
1Panel is an open-source MCP Server providing a web-based control panel for Linux server management, offering efficient host monitoring, rapid website deployment, and an application store. It solves the complexity of server administration, making it ideal for developers and system administrators seeking a user-friendly interface.
Discover serena, an AI-powered MCP Server transforming LLMs into robust coding agents. It provides semantic code retrieval and editing, empowering LLMs to work directly on your codebase. Ideal for developers seeking to enhance LLM capabilities for code manipulation and feature implementation.