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[GitHub Trending] DeusData/codebase-memory-mcp

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

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High-performance code intelligence MCP server with knowledge graph; directly applicable to AI agent context and developer tooling.

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 analysis 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 with 120x fewer tokens than file-by-file search, and auto-configures MCP entries for 11 coding agents including Claude Code and VS Code. The tool achieves 83% answer quality with 10x fewer tokens and 2.1x fewer tool calls in benchmarks across 31 repositories, processing entirely locally with signed, checksummed binaries.

Author

DeusData