Guardian Engine
Server Details
Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- kaimeilabs/guardian-api-docs
- GitHub Stars
- 0
- Server Listing
- guardian-engine
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Managed credentials
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Usage analytics
See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.
Tool Definition Quality
Average 4.5/5 across 6 of 6 tools scored. Lowest: 3.8/5.
Each tool has a clearly distinct purpose: allergen checking, recipe repair, master retrieval, dish listing, dietary claim verification, and recipe verification. No two tools overlap in functionality, and the descriptions clarify any potential confusion.
All tool names follow a consistent verb_noun pattern using lowercase and underscores (e.g., check_allergens, fix_recipe, get_master). This makes the tool set predictable and easy to navigate.
With 6 tools, the set is well-scoped for the domain of recipe verification and mastery. Each tool covers a necessary operation without redundancy or bloat, and the count feels natural for the described purpose.
The tool set covers the core workflows: listing dishes, retrieving master recipes, verifying recipes, checking allergens, verifying dietary claims, and fixing recipes. A minor gap is the lack of a search tool for dishes, but list_dishes returns all dishes with metadata, which is sufficient for most use cases.
Claim this connector by publishing a /.well-known/glama.json file on your server's domain with the following structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [{ "email": "your-email@example.com" }]
}The email address must match the email associated with your Glama account. Once published, Glama will automatically detect and verify the file within a few minutes.
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For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
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For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
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