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@@ -55,7 +55,7 @@ cd your-project
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codegraph build
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```
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That's it. No config files, no Docker, no JVM, no API keys, no accounts. The graph is ready to query. Add `codegraph mcp` to your AI agent's config and it has full access to your dependency graph through 24 MCP tools (25 in multi-repo mode).
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That's it. No config files, no Docker, no JVM, no API keys, no accounts. The graph is ready to query. Add `codegraph mcp` to your AI agent's config and it has full access to your dependency graph through 26 MCP tools (27 in multi-repo mode).
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### Why it matters
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|**🔓**|**Zero-cost core, LLM-enhanced when you want**| Full graph analysis with no API keys, no accounts, no cost. Optionally bring your own LLM provider — your code only goes where you choose |
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|**🔬**|**Function-level, not just files**| Traces `handleAuth()` → `validateToken()` → `decryptJWT()` and shows 14 callers across 9 files break if `decryptJWT` changes |
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|**🏷️**|**Role classification**| Every symbol auto-tagged as `entry`/`core`/`utility`/`adapter`/`dead`/`leaf` — agents instantly know what they're looking at |
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|**🤖**|**Built for AI agents**|24-tool [MCP server](https://modelcontextprotocol.io/) — AI assistants query your graph directly. Single-repo by default |
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|**🤖**|**Built for AI agents**|26-tool [MCP server](https://modelcontextprotocol.io/) — AI assistants query your graph directly. Single-repo by default |
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|**🌐**|**Multi-language, one CLI**| JS/TS + Python + Go + Rust + Java + C# + PHP + Ruby + HCL in a single graph |
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|**💥**|**Git diff impact**|`codegraph diff-impact` shows changed functions, their callers, and full blast radius — enriched with historically coupled files from git co-change analysis. Ships with a GitHub Actions workflow |
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|**🧠**|**Semantic search**| Local embeddings by default, LLM-powered when opted in — multi-query with RRF ranking via `"auth; token; JWT"`|
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Or connect directly via MCP:
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```bash
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codegraph mcp #24-tool MCP server — AI queries the graph directly
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codegraph mcp #26-tool MCP server — AI queries the graph directly
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```
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Full agent setup: [AI Agent Guide](docs/guides/ai-agent-guide.md)·[CLAUDE.md template](docs/guides/ai-agent-guide.md#claudemd-template)
Codegraph includes a built-in [Model Context Protocol](https://modelcontextprotocol.io/) server with 24 tools (25 in multi-repo mode), so AI assistants can query your dependency graph directly:
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Codegraph includes a built-in [Model Context Protocol](https://modelcontextprotocol.io/) server with 26 tools (27 in multi-repo mode), so AI assistants can query your dependency graph directly:
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```bash
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codegraph mcp # Single-repo mode (default) — only local project
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