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AI Developer Tool · Rust

magellan

Deterministic code intelligence engine — compiler-grade symbol, call-graph, and CFG extraction from LLVM IR, Java bytecode, and tree-sitter. SQLiteGraph-backed graph store for grounded LLM coding workflows.

What it is

Magellan is a deterministic codebase indexing tool that extracts symbols, references, AST, CFG, and other code facts from multiple languages and stores them in a SQLite database for fast querying via CLI or library API. It is designed to provide code intelligence for downstream tools, including LLM-based coding assistants.

  • call-graph
  • code-intelligence
  • control-flow-graph
  • developer-tools
  • llm-tools
  • llvm-ir
  • rust
  • sqlitegraph
  • static-analysis
  • tree-sitter

Scored from the code at its last scan, 11 Oct 2026. How merit is scored

Where it counts

  • NLP & LLMs70%
  • Machine Learning20%
  • Data Science10%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the NLP & LLMs board

Whole board
  1. 05WebsearchRAG System · Python70.9/100AdvancedJens Mittelbach
  2. 06Fresta-DiamondLibrary / Framework · Python69.4/100AdvancedTiago Santos
  3. 07magellanAI Developer Tool · Rust68.8/100AdvancedLuiz Cesar Spies
  4. 08nexttextLibrary / Framework · Python66.9/100AdvancedJarad Peckenpaugh
  5. 09gguf-editorAI Developer Tool · Python66.1/100AdvancedMaster Mind

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