# 奇妙生产力 · Qimiao Productivity (io.github.StarSailAI/qimiao-productivity): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.StarSailAI%2Fqimiao-productivity/versions/latest)
- Connected to: https://mcp.longxia.sale/mcp
- Homepage: https://mcp.longxia.sale/mcp
- Scoring rules: v2
- Tools: 22
- Average: 36.7 / 100 (Rain)
- Near-identical pairs: 0

This page shows how 奇妙生产力 · Qimiao Productivity (io.github.StarSailAI/qimiao-productivity)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: The server's instructions are 2321 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `get_service_overview`: 32 / 100
  - Major: The description is too short (4 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: mode.
  - Minor: No `required` list, so every argument is optional.
- `prepare_task`: 32 / 100
  - Major: The description is too short (3 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: tool_id.
  - Minor: No `required` list, so every argument is optional.
- `cancel_order`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential, request_key.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id. Name the tool or the place that returns it, or models look it up first.
- `create_order`: 35 / 100
  - Major: The description is too short (2 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential, contract_id, request_key.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id, contract_id. Name the tool or the place that returns it, or models look it up first.
- `disconnect_account`: 35 / 100
  - Major: The description is too short (1 word).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: connection_id, connection_credential.
  - Minor: Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first.
- `get_connected_account`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: connection_id, connection_credential.
  - Minor: Required identifiers whose description does not say where the value comes from: connection_id. Name the tool or the place that returns it, or models look it up first.
- `get_order`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id. Name the tool or the place that returns it, or models look it up first.
- `get_run_events`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id. Name the tool or the place that returns it, or models look it up first.
- `get_run_result`: 35 / 100
  - Major: The description is too short (1 word).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential, version.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id. Name the tool or the place that returns it, or models look it up first.
- `get_task_materials`: 35 / 100
  - Major: The description is too short (2 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: draft_id, draft_credential.
  - Minor: Required identifiers whose description does not say where the value comes from: draft_id. Name the tool or the place that returns it, or models look it up first.
- `get_tool`: 35 / 100
  - Major: The description is too short (6 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: tool_id.
  - Major: The name is made of generic words only.
  - Minor: Required identifiers whose description does not say where the value comes from: tool_id. Name the tool or the place that returns it, or models look it up first.
- `renew_quote`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential, contract_id, request_key.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id, contract_id. Name the tool or the place that returns it, or models look it up first.
- `request_change`: 35 / 100
  - Major: The description is too short (1 word).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential, change_kind, text, request_key.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id. Name the tool or the place that returns it, or models look it up first.
- `respond_to_run`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential, interaction_id, version, answer, request_key.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id, interaction_id. Name the tool or the place that returns it, or models look it up first.
- `resume_order`: 35 / 100
  - Major: The description is too short (5 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential, run_id, confirmation, request_key.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id, run_id. Name the tool or the place that returns it, or models look it up first.
- `search_tools`: 35 / 100
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query, section, output_family, operation, formats, use_case, limit, offset.
  - Minor: No `required` list, so every argument is optional.
- `wait_order`: 35 / 100
  - Major: The description is too short (1 word).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential, timeout_ms, after_version.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id. Name the tool or the place that returns it, or models look it up first.
- `quote_order`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: tool_id, input, request_key, draft_id, draft_credential.
  - Minor: Required identifiers whose description does not say where the value comes from: tool_id. Name the tool or the place that returns it, or models look it up first.
- `pay_with_balance`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: service_id, credential, connection_id, connection_credential, contract_id, request_key, user_confirmation, user_confirmation.confirmed, user_confirmation.amount_cents, user_confirmation.currency, confirmation_token.
  - Minor: String arguments with no constraint or example: user_confirmation.currency.
  - Minor: The meaning of the boolean argument user_confirmation.confirmed is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: service_id, connection_id, contract_id. Name the tool or the place that returns it, or models look it up first.
- `search_templates`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: tool_id, query, offset, limit, constraints, constraints.color, constraints.brightness, constraints.background_scope, constraints.style, constraints.purpose, constraints.form, constraints.mood, constraints.topic, constraints.photos, constraints.title, constraints.include_subjects, constraints.exclude_subjects, constraints.ignored, constraints.industry, constraints.source_kind, constraints.exclude_industries, constraints.exclude_styles, constraints.exclude_colors.
  - Minor: Required identifiers whose description does not say where the value comes from: tool_id. Name the tool or the place that returns it, or models look it up first.
- `connect_account`: 50 / 100
  - Major: The description is too short (2 words).
  - Major: Says nothing about when to use it, or when not to.
- `get_service_rules`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.

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