dev.kaimeilabs/guardian-engine
Guardian Engine
dev.kaimeilabs/guardian-engine costs 2 991 tokens of context per session. It has 7 tool definitions. That is 1.5 % of a 200k window. Measured 2026-10-03.
Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.
alive probed 2026-10-03 · HTTP 200
7tools
3.0ktokens for the tool definitions
1.5 %of a 200k context window
821 msto initialize
202 msto list tools
- Endpoint
- https://api.kaimeilabs.dev/mcp (streamable-http)
- Host
- api.kaimeilabs.dev
- Protocol
- 2025-11-25
- Reports itself as
- Guardian Engine 1.0.0
- Capabilities
- experimental, extensions, logging, prompts, resources, tools
- Instructions
- 1 080 characters
- Repository
- https://github.com/kaimeilabs/guardian-api-docs
- Registry
- active, updated 2026-02-27 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| verify_recipe | 923 | 31 % |
| check_allergens | 563 | 19 % |
| fix_recipe | 558 | 19 % |
| get_master | 290 | 10 % |
| verify_dietary_claim | 227 | 8 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:33 | alive | 821 ms | 7 | 3.0k |
| 2026-10-03 17:50 | alive | 323 ms | 7 | 3.0k |
Badge
[](https://mcp-pulse.ulehla.dev/s/dev.kaimeilabs/guardian-engine)