Drop-in JSON replacement for all AI pipelines. 79% fewer tokens. JSON scores 53.6% comprehension at scale, GCF scores 90.5%. Superpowers for graph-shaped data.
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Updated
Jun 9, 2026
Drop-in JSON replacement for all AI pipelines. 79% fewer tokens. JSON scores 53.6% comprehension at scale, GCF scores 90.5%. Superpowers for graph-shaped data.
Go: Drop-in JSON replacement for all AI pipelines. 79% fewer tokens. 100% LLM comprehension. Superpowers for graph-shaped data.
Python: Drop-in JSON replacement for all AI pipelines. 79% fewer tokens. 100% LLM comprehension. Superpowers for graph-shaped data.
TypeScript: Drop-in JSON replacement for all AI pipelines. 79% fewer tokens. 100% LLM comprehension. Superpowers for graph-shaped data.
Fork of toon-format/toon with GCF comparison. GCF uses 34% fewer tokens on their own benchmark.
Tree-sitter grammar for GCF. Syntax highlighting for Neovim, Helix, Zed, and any tree-sitter editor.
Rust: Drop-in JSON replacement for all AI pipelines. 79% fewer tokens. 100% LLM comprehension. Superpowers for graph-shaped data.
Swift: Drop-in JSON replacement for all AI pipelines. 79% fewer tokens. 100% LLM comprehension. Superpowers for graph-shaped data.
Kotlin: Drop-in JSON replacement for all AI pipelines. 79% fewer tokens. 100% LLM comprehension. Superpowers for graph-shaped data.
MCP proxy: Drop-in JSON-to-GCF re-encoding for any MCP server. 79% fewer tokens. Zero code changes. Superpowers for graph-shaped data.
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