Agente orquestrador de MCP servers: recebe tarefa em linguagem natural via API HTTP e decide em tempo de execucao quais MCP servers/tools usar.
Only 1 tool visible in source (read_file). Tool has a basic description ('Read a file's content.') at 24 chars, which meets minimum but lacks context on when/why to use it. Input schema present with 'path' parameter (string type, basic description). No output schema documented. No error handling guidance. No parameter constraints (e.g., path validation, file size limits). Tool is READ_ONLY but description does not explicitly state this. Overall definition is minimal and would not guide LLM selection effectively.
Read a file's content.
Missing output schema documentation. No specification of what read_file returns (file contents format, encoding, size limits, error structure).
Tool description lacks context. '24-char description does not explain WHEN to use this tool, what formats it supports, or prerequisites (e.g., file must exist, readable). Baseline: 194 chars average for A+ tools.
Parameter 'path' lacks constraints. No validation rules (e.g., max length, allowed directories, forbidden patterns). LLM could pass arbitrary paths, risking path traversal attacks.
No error handling guidance. Description does not explain what happens if file not found, unreadable, or too large. LLM has no recovery path.
Inferred effective spec: <=2025-11-25.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 45 | <=2025-11-25 | v2 |
Only 1 tool exposed. Repository claims to be an 'agent orchestrator' but only read_file is visible in source. Unclear if other tools exist or are dynamically loaded.