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Guardian Engine

dev.kaimeilabs/guardian-engine · v1.0.0

Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.

Connect Remote server

Terminal
claude mcp add --transport http guardian-engine https://api.kaimeilabs.dev/mcp
~/.cursor/mcp.json
{
  "mcpServers": {
    "guardian-engine": {
      "url": "https://api.kaimeilabs.dev/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "guardian-engine": {
      "type": "http",
      "url": "https://api.kaimeilabs.dev/mcp"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://api.kaimeilabs.dev/mcp

Tools 7 found in our last check

  • verify_recipe

    Verify a candidate recipe against a Guardian master recipe. Uses deterministic graph-based verification to check technique, temperature, timing, cooking medium, and required ingredients. **Verdict**: `verdict` is strictly PASSED or FAILED and is policy-driven — any CRITICAL find…

  • fix_recipe

    Deterministically repair a candidate recipe against a Guardian master. Verifies the candidate, applies every machine-actionable correction the symbolic engine produced (missing ingredients, quantities, temperatures, durations, cooking media, ingredient substitutions), then re-ve…

  • list_dishes

    List all available master dishes with rich metadata. This is a browse/discovery step, not the verification itself — after picking a dish, call verify_recipe(dish_name=<slug>, candidate_json=<your recipe>) to actually check a candidate against it (or fix_recipe to auto-repair it)…

  • get_master

    Return the canonical master recipe for a dish (read-only, no LLM). Enables compare-then-verify agentic loops: fetch the master, diff it against the user's recipe, then call verify_recipe — instead of verifying blind. Pure knowledge-base lookup, no LLM in the hot path. Master con…

  • check_safety

    Run master-independent safety checks on a candidate recipe. Works for ANY recipe — no dish resolution, no master SOP required. Checks poultry internal-temperature safety and scans all ingredients for the 14 EU FIC 1169/2011 Annex II allergen groups. The verdict is a deterministi…

  • check_allergens

    Check ingredients for EU FIC 1169/2011 allergen compliance. Returns a detailed audit trace mapping each ingredient to its EU Annex II allergen group with entry numbers and labels. The safety verdict is deterministic — no LLM involvement in the decision — and is pinned by the ret…

  • verify_dietary_claim

    Verify that a recipe satisfies a dietary claim (vegan, halal, gluten-free, ...). Reuses the existing allergen-detection logic plus a curated forbidden-ingredient map (apps/guardian/knowledge/dietary_claims.yaml). Returns a structured verdict with the specific offending ingredien…

Details

Endpointhttps://api.kaimeilabs.dev/mcp (Streamable HTTP)
First published27 Feb 2026
Last updated27 Feb 2026
Registry namedev.kaimeilabs/guardian-engine

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