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[GitHub Trending] DeusData/codebase-memory-mcp

8.2 relevance
Score Breakdown
technical depth
9
novelty
8
actionability
8
community
7
strategic
7
personal
9

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Code intelligence MCP server with knowledge graph is directly relevant to developer experience.

Open Source github.com
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bin...
Summary

Codebase-Memory-MCP is a static binary that indexes entire codebases into a persistent knowledge graph using tree-sitter AST parsing across 158 languages and hybrid LSP semantic resolution for 11 languages. It indexes the Linux kernel (28M LOC, 75K files) in 3 minutes, answers structural queries in under 1ms, and provides 14 MCP tools for search, trace, impact analysis, and dead code detection. The tool integrates with 11 coding agents (Claude Code, Codex CLI, Gemini CLI, etc.) via a single install command, runs fully locally with zero dependencies, and achieves 83% answer quality with 10× fewer tokens and 2.1× fewer tool calls compared to file-by-file exploration.

Author

DeusData