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COBOL Support in Maguyva: Dependency Analysis for Legacy Modernization

Maguyva supports COBOL with AST parsing and symbol extraction so AI agents can map program structure, copybook usage, and dependency paths before modernization or refactoring work.

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Why COBOL is a meaningful fit for Maguyva

Anyone can claim AI support for modern app languages. COBOL is more useful because it forces the product to be honest about what it is good for. In legacy code, the value is not fast generation. It is discovery, dependency mapping, careful review, and modernization planning.

If Maguyva is useful in COBOL, it is because it helps engineers understand a system that still matters before they try to move it.

What Maguyva actually extracts in COBOL

Maguyva covers .cbl, .cob, and .cpy, so copybooks can stay in the same search surface as programs. It also strips wrapper quotes and parentheses from call targets during relationship analysis, which matters in COBOL codebases where those wrappers are common enough to make naive text matching noisy.

Just as important, the language config explicitly marks object-oriented concepts like override and decorate as not applicable. That sounds small, but it is exactly the kind of discipline that keeps a code graph from hallucinating the wrong model for a procedural system.

Useful MCP workflows for modernization discovery

The best entry points are discovery-oriented:

  • get_task_context for prompts like “trace copybook usage in customer batch update flow.”
  • text_pattern_search for program names, copybook names, and stable batch entry points.
  • dependency_search after you identify a shared routine or definition and need to see where it is used.

When this page is useful

This page is for legacy-code discovery and modernization planning, not code generation. If your estate mixes COBOL with newer service layers, compare it with Java or C#. If you only need the support matrix, use compatibility.

Best fit

  • > Modernization teams working around COBOL systems that still run important business processes.
  • > Repositories or extracted codebases where copybooks, batch logic, and procedural flow need to be mapped before change.
  • > Agent-assisted discovery work where the first goal is understanding and documenting a legacy estate, not rewriting it blindly.

Agent workflows

  • > Map program and copybook relationships before planning a modernization step.
  • > Identify which routines or data definitions are touched by a proposed change.
  • > Give engineers a safer starting point for documentation, migration, or refactor planning.

Engine details

  • > COBOL support includes `.cbl`, `.cob`, and `.cpy`, so copybooks can stay in the same search surface as programs.
  • > Quoted call targets are normalized by stripping wrapper quotes and parentheses before relationship analysis.
  • > Object-oriented relations such as override and decorate are marked not applicable, which keeps the graph aligned with procedural code instead of inventing concepts.

Useful MCP entry points

  • get_task_context

    Start here for discovery prompts like “trace copybook usage in customer batch update flow.”

  • text_pattern_search

    Use it for program names, copybook names, and batch entry points when terminology is stable.

  • dependency_search

    Use it after you identify a routine or shared definition and want to see where it is used.

Related guides

Adjacent repo surfaces

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MAGUYVA.NFO