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octave-mcp

by elevanaltd · Python · ★ 48

View on GitHub ↗

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

#ai#llm#mcp#model-context-protocol#protocol#python#token-optimization

Install

pip install git+https://github.com/elevanaltd/octave-mcp.git

Claude Desktop config

Add this to your claude_desktop_config.json: 

{
  "mcpServers": {
    "octave-mcp": {
      "command": "uvx",
      "args": [
        "git+https://github.com/elevanaltd/octave-mcp.git"
      ]
    }
  }
}

From the README

[](https://opensource.org/licenses/Apache-2.0) [](https://www.python.org/downloads/) []() [](https://pypi.org/project/octave-mcp/) **Deterministic document infrastructure for LLM pipelines.** Canonicalization, schema validation, grammar compilation, and MCP tools for durable AI artifacts. ------------|---------| | An engineer evaluating this for production | [For Engineers](#for-engineers) | | A researcher interested in what's novel here | [For Researchers](#for-researchers) | | An AI agent that needs to read/write OCTAVE | [For AI Agents](#for-ai-agents) | --- OCTAVE is a structured docum…
Read full README on GitHub →

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