Skip to content

[GitHub Trending] DeusData/codebase-memory-mcp

8.1 relevance
Score Breakdown
technical depth
9
novelty
8
actionability
8
community
7
strategic
6
personal
9

Scored daily by a customisable AI persona to surface the most relevant engineering leadership news.

High-performance code intelligence MCP server with knowledge graph, directly relevant to 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 parsing and hybrid LSP semantic resolution across 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 — no Docker, no API keys, no runtime. Benchmarks on 31 repos show 83% answer quality with 10× fewer tokens and 2.1× fewer tool calls versus file-by-file exploration.

Author

DeusData