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Builds durable code memory for agents to understand repositories and answer questions faster.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "LightRAG Code Brain MCP" yet — see the docs or source repo.
Index this repository and summarize the system architecture, core modules, main entry points, and the 10 files I should read first as a new developer.
A newcomer-friendly codebase guide with architecture overview, key files, and a recommended reading order.
Using the indexed code, answer this: where are the error handling and retry flows for failed user login implemented? Include the call chain and relevant code locations.
An answer with file paths, function names, and call relationships for fast implementation lookup.
Based on the index, create durable memory for this repository: common domain terms, service responsibilities, key dependencies, code conventions, and context to reuse in future work.
A reusable project knowledge summary that reduces repeated explanation and exploration in future sessions.
Search codebases semantically and find relevant snippets with source locations.
Build local codebase memory for AI agents with search and architecture inspection.
Give Claude Code persistent memory, checkpoints, and project sync across sessions.
Add per-repo persistent memory with versioned retrieval for Claude Code.
Search local AI coding chat history and retrieve compact evidence fast.
Give AI coding agents long-term memory, search, and organization across sessions.