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Get Started Free →Use Ontoly's deterministic Software Graph and MCP server for codebase architecture, request tracing, dependency analysis, and impact analysis.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 64% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -45% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -27% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -48% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -27% | 0% |
Use Ontoly when a coding agent needs graph-backed software understanding before searching source files directly.
Ontoly builds a deterministic Software Graph from a TypeScript repository and exposes it through CLI queries, MCP capabilities, and agent skills. The skill teaches workflow only; Ontoly remains the source of truth.
.ontoly/, SoftwareGraph.json, or documented Ontoly scripts.ontoly build ..textUse Ontoly to explain this repository's architecture.
textUse Ontoly to trace the login flow from route to controller, service, and repository.
textUse Ontoly to find what depends on UserRepository and what breaks if it changes.
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