Decoupled control plane for AI agents with tool discovery, MCP server management, and agent orchestration
All three tools have empty input schemas (no properties defined) and minimal descriptions (10-40 chars). No parameter documentation, no output schemas, no error handling guidance. Tools are inferred from route registration rather than explicit schema definitions. This server fails basic definition quality standards across all dimensions.
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All tools have empty input schemas with no properties, types, or parameter descriptions.
Tool descriptions are 10-40 characters, below the 10-1024 character baseline and too short to guide LLM selection.
No output schemas documented. LLMs cannot plan downstream calls or extract required fields without knowing response structure.
No error handling guidance. Tools provide no recovery hints, error classification, or actionable messages for LLM retry logic.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 34 | 2025-06-18+ | v2 |
Tool definitions are inferred from route registration rather than explicit schema objects.