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XRAY MCP

AST-grep wrapped in a tiny server for code-aware AI. XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep. I tried direct tree-sitter integration and language servers; both felt heavy for a lightweight tool.

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  1. AST-grep

    ast-grep.github.io

    a grep/eslint/codemod hybrid tool, powered by tree-sitter.

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  2. MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline

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  3. Tree-hugger-JS

    news.ycombinator.com

    CSS selectors for JavaScript AST analysis and MCP

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  4. Semantic DataFrames for humans and agents

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  5. Search public repositories with structural, syntax-aware ast-grep patterns—find code by shape, or find exact source text.

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