- Ummon
Ummon
Overview
What is Ummon?
Ummon is a code analysis tool that builds knowledge graphs from codebases to enhance understanding, improve AI assistance, and enable sophisticated querying. It connects code entities to domain concepts, making it easier to reason about complex software systems.
How to use Ummon?
To use Ummon, install it via Cargo, index your codebase, and then use the command line to query the knowledge graph or assist with code recommendations.
Key features of Ummon?
- Knowledge graph construction for semantic representation of code.
- Advanced querying system using natural language or grep-like flags.
- Domain model extraction using LLMs to bridge technical and business understanding.
- Integration with AI agents through the Model Context Protocol (MCP).
Use cases of Ummon?
- Analyzing complex software systems for better understanding.
- Assisting AI agents in exploring code relationships.
- Extracting domain models to align technical implementation with business concepts.
FAQ from Ummon?
- What programming languages does Ummon support?
Ummon supports Rust, Python, JavaScript, and Java.
- Is Ummon stable for production use?
No, Ummon is currently in early development and may have unstable APIs.
- How can I contribute to Ummon?
You can contribute by reporting issues, suggesting features, or submitting pull requests on GitHub.
Recommend Servers
TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.
Context7Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
MiniMax MCPOfficial MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
BlenderBlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.
Howtocook Mcp基于Anduin2017 / HowToCook (程序员在家做饭指南)的mcp server,帮你推荐菜谱、规划膳食,解决“今天吃什么“的世纪难题;
Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"
Playwright McpPlaywright MCP server
DeepChatYour AI Partner on Desktop
AiimagemultistyleA Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.
CursorThe AI Code Editor
Amap Maps高德地图官方 MCP Server
TimeA Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.
Zhipu Web SearchZhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.
WindsurfThe new purpose-built IDE to harness magic
ChatWiseThe second fastest AI chatbot™
Jina AI MCP ToolsA Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.
Visual Studio Code - Open Source ("Code - OSS")Visual Studio Code
Serper MCP ServerA Serper MCP Server
Tavily Mcp
MCP AdvisorMCP Advisor & Installation - Use the right MCP server for your needs
Baidu Map百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。
EdgeOne Pages MCPAn MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.