octave-mcp

elevanaltd/octave-mcp

★ 50 stars Python 🤖 AI/LLM Updated today

OCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeline and schema validation.

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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "octave-mcp": {
      "command": "uvx",
      "args": [
        "octave-mcp"
      ]
    }
  }
}

Or install with pip: pip install octave-mcp

README Excerpt

**Deterministic document infrastructure for LLM pipelines.** Canonicalization, schema validation, grammar compilation, and MCP tools for durable AI artifacts. ```bash pip install octave-mcp ``` --- This README serves three audiences. We know that's unusual, and we're being upfront about it — because the project itself sits at the intersection of all three.

Tools (4)

octave_compile_grammaroctave_ejectoctave_validateoctave_write

Topics

aillmmcpmodel-context-protocolprotocolpythontoken-optimization

octave-mcp

Quick Install

README Excerpt

Tools (4)

Topics

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