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William's Bookmark Library

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GitHub - redhat-et/ripwire: The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server giving coding agents a ranked, deterministic map of any repo, blast radius, tests-to-run and quality deltas. Signatures at 80% fewer bytes than bodies; ~5% of a grep-and-read pass’s tokens.

github.comSaved September 7, 202684 min

Preview of GitHub - redhat-et/ripwire: The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server giving coding agents a ranked, deterministic map of any repo, blast radius, tests-to-run and quality deltas. Signatures at 80% fewer bytes than bodies; ~5% of a grep-and-read pass’s tokens.

redhat-et · via GitHub

Summary

ripwire is a zero-dependency C++23 CLI and MCP server that outputs a ranked, deterministic call graph of a repository, supporting 21 languages via vendored tree-sitter grammars.

It returns symbol signatures, blast radius, change amplification, and tests-to-run in an XML bundle measured at roughly 5% of a grep-and-read token pass. The tool runs as a single offline binary with no API key, embeddings, or index server, and integrates with shell-based agents or an optional MCP server.

Topics

AI Coding Agents Token Optimization Call Graph Analysis MCP Server Tree-Sitter

View on GitHub All Bookmarks

William's Bookmark Library

/**/

GitHub - redhat-et/ripwire: The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server giving coding agents a ranked, deterministic map of any repo, blast radius, tests-to-run and quality deltas. Signatures at 80% fewer bytes than bodies; ~5% of a grep-and-read pass’s tokens.

github.comSaved September 7, 202684 min

redhat-et · via GitHub

Summary

ripwire is a zero-dependency C++23 CLI and MCP server that outputs a ranked, deterministic call graph of a repository, supporting 21 languages via vendored tree-sitter grammars.

It returns symbol signatures, blast radius, change amplification, and tests-to-run in an XML bundle measured at roughly 5% of a grep-and-read token pass. The tool runs as a single offline binary with no API key, embeddings, or index server, and integrates with shell-based agents or an optional MCP server.

Topics

AI Coding Agents Token Optimization Call Graph Analysis MCP Server Tree-Sitter

View on GitHub All Bookmarks

~/bookmarks

~/bookmarks

GitHub - redhat-et/ripwire: The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server giving coding agents a ranked, deterministic map of any repo, blast radius, tests-to-run and quality deltas. Signatures at 80% fewer bytes than bodies; ~5% of a grep-and-read pass’s tokens.

Summary

Topics

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GitHub - redhat-et/ripwire: The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server giving coding agents a ranked, deterministic map of any repo, blast radius, tests-to-run and quality deltas. Signatures at 80% fewer bytes than bodies; ~5% of a grep-and-read pass’s tokens.

Summary

Topics