OCTAVE MCP Server
by elevanaltd
Deterministic document infrastructure for LLM pipelines with structured communication and token optimization.
What it does
OCTAVE (Olympian Common Text And Vocabulary Engine) provides a structured document format and MCP server designed to ensure deterministic AI communication. It uses a "mythological compression" technique to reduce token usage while preventing the factual drift and merging that typically occurs during prose paraphrasing.
Tools
octave_validate: Validates documents against a schema, providing field errors and repair suggestions.octave_write: Processes files through a validation and normalization pipeline to ensure canonical form.octave_eject: Projects documents into different views (e.g., executive summary, developer) while preserving structure.octave_compile_grammar: Compiles schema constraints into GBNF grammars for constrained LLM generation at decode time.
Installation
Install the package via pip:
pip install octave-mcp
For Claude Desktop, add to claude_desktop_config.json:
{
"mcpServers": {
"octave": {
"command": "octave-mcp-server"
}
}
}
Supported hosts
Confirmed for Claude Desktop and Claude Code.
Quick install
pip install octave-mcpInformation
- Pricing
- free
- Published
- 4/14/2026
- stars






