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

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# codebase-memory-mcp
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**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.
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**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.
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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.
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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.
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<p align="center">
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<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">
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<h1>codebase-memory-mcp</h1>
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<p class="tagline">
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The fastest and most efficient code intelligence engine for AI coding agents. Indexes the Linux kernel in 3 minutes.
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High-quality tree-sitter + LSP hybrid parsing (Go, C, C++ — more coming). Single static binary — download, install, done.
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The fastest and most efficient code intelligence engine for AI coding agents. Full-indexes an average repo in seconds,
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the Linux kernel in 3 minutes. Tree-sitter + LSP hybrid parsing (Go, C, C++ — more coming). Single static binary — download, install, done.
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</p>
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