elevanaltd/octave-mcp
OCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeline and schema validation.
Implements deterministic document canonicalization and schema validation with inline transformation receipts, enabling multi-agent handoffs and compression auditing without silent fact loss. Compiles schema constraints to GBNF grammars for constrained LLM generation, and uses mythological terminology as pre-compressed semantic vocabulary already present in model weights. Deploys as MCP server over stdio or HTTP, integrating with Claude and llama.cpp backends.
39 stars and 4,073 monthly downloads. Available on PyPI.
Stars
39
Forks
1
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 07, 2026
Monthly downloads
4,073
Commits (30d)
0
Dependencies
5
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