Original sourceLet's Data Science
Summary
DeusData launches open-source tool Codebase-memory-mcp, building knowledge graphs for 158 languages, supporting agents like Claude Code and Codex CLI. Indexes the Linux kernel (28 million lines) in just 3 minutes, with query response <1 ms.
Key points
- Drastically reduces the time and token cost for AI agents to understand large codebases, boosting development efficiency.
- Knowledge graph indexing enables AI agents to answer structural questions in real time, changing the way large projects are maintained.
- For developers: accelerates code review, debugging, and refactoring; for enterprises: lowers AI tool computing costs.
- Similar to Sourcegraph Cody, but Codebase-memory-mcp focuses on local, lightweight, multi-language solutions.
Editorial note
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