MCP Studio — AI 时代 MCP 调试工具(类 Postman). A Postman-like local MCP debugger TUI for stdio-based MCP servers.
Three tools with minimal descriptions (10-60 chars, well below 194-char baseline) and no parameter descriptions. Schemas present but lack detail. Tool names are simple verbs (echo, add, slow_echo) but lack context. No error handling guidance, no output schema documentation, no composition hints. This is a demo/example server, not production-grade.
Return a + b.
Echo back the given text.
Sleep for delay_ms then echo text (latency demo).
Parameter descriptions missing entirely. 'text', 'a', 'b', 'delay_ms' have no descriptions explaining what they control or constraints. LLMs cannot infer parameter semantics from names alone.
Tool descriptions are too brief (10-60 chars vs 194-char baseline). 'Echo back the given text' and 'Return a + b' lack context for when/why to use them. No guidance on output format or use cases.
No output schema documented. LLMs cannot plan downstream calls or extract structured data. What does 'echo' return? A string? An object? Unknown.
No error handling or recovery guidance. If 'add' receives non-numeric input or 'slow_echo' times out, LLM has no actionable error message or retry strategy.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 44 | 2025-06-18+ | v2 |
No input validation or constraints. 'delay_ms' accepts any integer; negative values are silently clamped. No min/max bounds documented. LLMs may pass absurd values.