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- Languages: 35 -> 59
- Add Gemini CLI, VS Code, Zed to supported clients list
- Update benchmark description to match v7 methodology
- Update meta tags and comparison table
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Single Go binary. No Docker, no external databases, no API keys. One command to install, say *"Index this project"* — done.
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Parses source code with [tree-sitter](https://tree-sitter.github.io/tree-sitter/), extracts functions, classes, modules, call relationships, and cross-service HTTP links. Exposes the graph through 12 MCP tools for use with Claude Code, Codex CLI, Cursor, Windsurf, or any MCP-compatible client. Also includes a **CLI mode** for direct tool invocation from the shell — no MCP client needed.
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Parses source code with [tree-sitter](https://tree-sitter.github.io/tree-sitter/), extracts functions, classes, modules, call relationships, and cross-service HTTP links. Exposes the graph through 12 MCP tools for use with Claude Code, Codex CLI, Cursor, Windsurf, Gemini CLI, VS Code, Zed, or any MCP-compatible client. Also includes a **CLI mode** for direct tool invocation from the shell — no MCP client needed.
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## Features
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-**Git diff impact mapping**: `detect_changes` maps uncommitted changes to affected graph symbols + blast radius with risk classification (CRITICAL/HIGH/MEDIUM/LOW)
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-**Risk-classified tracing**: `trace_call_path` with `risk_labels=true` adds impact classification to every node in the call chain
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-**Case-insensitive search**: `search_graph` and `search_code` are case-insensitive by default — set `case_sensitive=true` for exact matching
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-**One-command install**: `codebase-memory-mcp install` auto-detects Claude Code, Codex CLI, Cursor, and Windsurf, registers the MCP server, and installs task-specific skills
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-**One-command install**: `codebase-memory-mcp install` auto-detects Claude Code, Codex CLI, Cursor, Windsurf, Gemini CLI, VS Code, and Zed, registers the MCP server, and installs task-specific skills
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-**Self-update**: `codebase-memory-mcp update` downloads the latest release, verifies checksums, and atomically swaps the binary
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-**Task-specific skills**: 4 skills (exploring, tracing, quality, reference) that prescribe exact tool sequences — Claude Code automatically uses graph tools instead of defaulting to grep
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-**Fast**: Sub-millisecond graph queries, incremental reindex 4x faster than full scan, optimized SQLite with LIKE pre-filtering for regex searches
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4.**Restart** Claude Code / Codex CLI
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5. Say **"Index this project"** — done.
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The `install` command auto-detects Claude Code, Codex CLI, Cursor, and Windsurf, registers the MCP server, installs 4 task-specific skills, and ensures the binary is on your PATH. Use `--dry-run` to preview without making changes.
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The `install` command auto-detects Claude Code, Codex CLI, Cursor, Windsurf, Gemini CLI, VS Code, and Zed, registers the MCP server, installs 4 task-specific skills, and ensures the binary is on your PATH. Use `--dry-run` to preview without making changes.
<title>codebase-memory-mcp — Code Knowledge Graph for AI Assistants</title>
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<metaname="description" content="MCP server that indexes codebases into a persistent knowledge graph. 35 languages, 120x fewer tokens, single Go binary. Works with Claude Code, Codex CLI, Cursor, Windsurf.">
<metaname="description" content="MCP server that indexes codebases into a persistent knowledge graph. 59 languages, 120x fewer tokens, single Go binary. Works with Claude Code, Codex CLI, Cursor, Windsurf, Gemini CLI, VS Code, Zed.">
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