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

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://mcp.longxia.sale/mcp
Homepage
mcp.longxia.sale/mcp
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

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.

servers/io.github.StarSailAI/qimiao-productivity
Average score
36.7 / 100Rain
Tools
22
Near-identical descriptions
0

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.instructions_long

Tools

get_service_overview

32 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (4 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: mode.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

prepare_task

32 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (3 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: tool_id.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

cancel_order

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: service_id, credential, request_key.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • 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.id_source_missing

create_order

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (2 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: service_id, credential, contract_id, request_key.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • 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.id_source_missing

disconnect_account

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (1 word).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: connection_id, connection_credential.param_no_description
  • 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.id_source_missing

get_connected_account

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: connection_id, connection_credential.param_no_description
  • 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.id_source_missing

get_order

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: service_id, credential.param_no_description
  • 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.id_source_missing

get_run_events

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: service_id, credential.param_no_description
  • 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.id_source_missing

get_run_result

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (1 word).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: service_id, credential, version.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • 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.id_source_missing

get_task_materials

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (2 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: draft_id, draft_credential.param_no_description
  • 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.id_source_missing

get_tool

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (6 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: tool_id.param_no_description
  • Major
    The name is made of generic words only.generic_name
  • 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.id_source_missing

renew_quote

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: service_id, credential, contract_id, request_key.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • 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.id_source_missing

request_change

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (1 word).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: service_id, credential, change_kind, text, request_key.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • 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.id_source_missing

respond_to_run

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: service_id, credential, interaction_id, version, answer, request_key.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • 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.id_source_missing

resume_order

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (5 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: service_id, credential, run_id, confirmation, request_key.param_no_description
  • 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.id_source_missing

search_tools

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: query, section, output_family, operation, formats, use_case, limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

wait_order

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (1 word).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: service_id, credential, timeout_ms, after_version.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • 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.id_source_missing

quote_order

37 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: tool_id, input, request_key, draft_id, draft_credential.param_no_description
  • 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.id_source_missing

pay_with_balance

39 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
9 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • 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.param_no_description
  • Minor
    String arguments with no constraint or example: user_confirmation.currency.loose_string_param
  • Minor
    The meaning of the boolean argument user_confirmation.confirmed is unclear.vague_boolean
  • 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.id_source_missing

search_templates

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • 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.param_no_description
  • 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.id_source_missing

connect_account

50 / 100Cloudy

Purpose
10 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (2 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

get_service_rules

50 / 100Cloudy

Purpose
10 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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