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Refine messaging: seconds for avg repos, clarify AST (64 langs) vs LSP hybrid (Go/C/C++)

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Martin Vogel committed 2026-03-19 23:44:35 +01:00
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README.md
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# codebase-memory-mcp
**The fastest and most efficient code intelligence engine for AI coding agents.** Indexes the Linux kernel (28M LOC, 75K files) in 3 minutes. Answers structural queries in under 1ms. Ships as a single static binary for macOS, Linux, and Windows — download, run `install`, done.
**The fastest and most efficient code intelligence engine for AI coding agents.** Full-indexes an average repository in seconds, the Linux kernel (28M LOC, 75K files) in 3 minutes. Answers structural queries in under 1ms. Ships as a single static binary for macOS, Linux, and Windows — download, run `install`, done.
High-quality parsing through [tree-sitter](https://tree-sitter.github.io/tree-sitter/) AST analysis combined with LSP-style hybrid type resolution (Go, C, and C++ today, more languages coming soon) — producing a persistent knowledge graph of functions, classes, call chains, HTTP routes, and cross-service links. 14 MCP tools. 64 languages. Zero dependencies. Plug and play across 8 coding agents.
High-quality parsing through [tree-sitter](https://tree-sitter.github.io/tree-sitter/) AST analysis across all 64 languages, enhanced with LSP-style hybrid type resolution for Go, C, and C++ (more languages coming soon) — producing a persistent knowledge graph of functions, classes, call chains, HTTP routes, and cross-service links. 14 MCP tools. Zero dependencies. Plug and play across 8 coding agents.
<p align="center">
<img src="docs/graph-ui-screenshot.png" alt="Graph visualization UI showing the codebase-memory-mcp knowledge graph" width="800">
docs/index.html
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<section class="hero">
<h1>codebase-memory-mcp</h1>
<p class="tagline">
The fastest and most efficient code intelligence engine for AI coding agents. Indexes the Linux kernel in 3 minutes.
High-quality tree-sitter + LSP hybrid parsing (Go, C, C++ — more coming). Single static binary — download, install, done.
The fastest and most efficient code intelligence engine for AI coding agents. Full-indexes an average repo in seconds,
the Linux kernel in 3 minutes. Tree-sitter + LSP hybrid parsing (Go, C, C++ — more coming). Single static binary — download, install, done.
</p>
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<div class="stat">