octave-mcp

Overview

The OCTAVE MCP server implements a structured document format with deterministic normalisation, schema validation, and grammar compilation capabilities. It offers token reduction through mythological compression while maintaining document integrity across multiple agents and transformations. The server provides both HTTP and stdio transport options and includes tools for validation, writing, projecting to different views, and compiling grammar constraints.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

• octave_validate

  Validate against schema. Field errors, repair suggestions, zone coverage

  Try:Validate this OCTAVE documentTry:Check if this document follows the schema
• octave_write

  Write files through the full validation pipeline

  Try:Write this document to fileTry:Create a new OCTAVE file with this content
• octave_eject

  Project to different views — canonical, executive summary, developer, template

  Try:Convert to executive summary viewTry:Show developer view of this document
• octave_compile_grammar

  Compile schema constraints to GBNF grammar for constrained generation

  Try:Generate grammar from schemaTry:Create GBNF for constrained generation

Comparable tools

Installation

pip install octave-mcp

{
  "mcpServers": {
    "octave": {
      "command": "octave-mcp-server"
    }
  }
}

octave-mcp-server --transport http --port 8080

FAQ

What is mythological compression?

Mythological compression uses classical mythology terms as pre-compressed semantic vocabulary that's already in LLM weights, allowing more information to be conveyed in fewer tokens.

How does OCTAVE ensure document consistency?

OCTAVE provides canonical normalisation that ensures the same input always produces the same output, with automatic normalization of formatting issues and detailed receipts of all transformations.

Compare octave-mcp with