Use cases
Use cases
Each page takes one failure that AI coding agents hit in real repositories and shows the Maguyva workflow that replaces the guesswork.
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Map then change
Map first. Change second. Maguyva gives your AI coding agent a queryable map of the codebase over MCP, before the first edit. 11 tools across 285 languages. Free tier, no card.
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Stop flying blind
Coding agents scan the wrong files and edit before they understand the code. Maguyva gives your agent a queryable map of the codebase over MCP across 285 languages. Free tier, no card.
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Know what breaks
Before a refactor, your agent needs every caller, importer, and dependent. Maguyva answers from the real call graph over MCP, not grep. Free tier, no card.
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Beyond RAG
Chunk-based RAG misses how code connects. Maguyva fuses semantic, AST, graph, and text search into one ranked answer over MCP. Free tier, no card.
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Beyond rules files
CLAUDE.md and AGENTS.md tell an agent how to behave, not what's in the codebase. Maguyva adds a queryable code index over MCP. Free tier, no card.