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[GitHub Trending] DeusData/codebase-memory-mcp

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

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High-performance MCP server for code intelligence, directly relevant to AI tooling and 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 and hybrid LSP semantic resolution for 158 languages, indexing the Linux kernel (28M LOC) in 3 minutes and answering structural queries in under 1ms. It ships with 14 MCP tools, auto-detects 11 coding agents (Claude Code, Codex CLI, Gemini CLI, etc.), and runs fully locally with zero dependencies. Benchmarks show 83% answer quality with 10× fewer tokens and 2.1× fewer tool calls versus file-by-file exploration.

Author

DeusData