MCP server for managing flashcards - create, study, and organize flashcard decks programmatically
Critical gaps across all dimensions. The single tool 'createDeck' has a valid input schema but lacks parameter descriptions entirely. The tool description is minimal (5 words, 31 chars), below the 20-char hard floor for scoring. Storage layer is entirely unimplemented (all methods throw 'Not implemented'). No output schema documented. No error handling guidance. Tool implementation in src/tools/index.ts is a stub that only registers the tool definition but has no actual call handler. This is a skeleton project, not production-ready.
Create a new flashcard deck
Tool description is 31 characters ('Create a new flashcard deck'), below minimum threshold. Provides no context on when to use, what it returns, or side effects.
Input parameters 'name' and 'description' have no descriptions in the schema. LLMs cannot infer that 'name' is required and 'description' is optional, or what format/length constraints apply.
No output schema documented. Tool definition does not specify what fields createDeck returns (e.g., deck_id, created_at, etc.). LLMs cannot plan downstream calls or extract the deck ID for subsequent operations.
Tool handler not implemented. src/tools/index.ts registers the tool definition but has no 'tools/call' request handler. Calling createDeck will fail with 'method not found' or similar. The storage layer throws 'Not implemented' for all operations.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 38 | 2026-07-28+ | v2 |
No error handling or recovery guidance. If deck creation fails (e.g., duplicate name, invalid input), the tool provides no actionable error message or next steps for the LLM.