Qumge: Agent Capabilities & Skills: tool descriptions scored com.qumge/skills

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://qumge.com/mcp
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Qumge: Agent Capabilities & Skills (com.qumge/skills)'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/com.qumge/skills

Average score: 58.5 / 100Cloudy
Tools: 22
Near-identical descriptions: 0

Across the server

Minor
The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.instructions_missing

Tools

migrate_cap_contract

28 / 100Rain

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 6 / 25
Return value: 0 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Major
Arguments without a description: slug, action, source_version, candidate_version, candidate_digest, migration_id, replacements.param_no_description
Minor
String arguments with no constraint or example: slug, candidate_digest.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Says nothing about what it returns.no_return_info
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_earnings

43 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

cap_status

46 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_wanted

48 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 23 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_skill

51 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_caps

51 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_models

51 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

request_payout

51 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

submit_cap

51 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

relist_cap

53 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

verify_domain

55 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_categories

60 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

become_developer

62 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 19 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

delist_cap

63 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_balance

63 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 3 / 10
Examples: 0 / 10

No issues.

get_cap_job

63 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

search_skills

65 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 15 / 15
Constraints and side effects: 0 / 10
Examples: 10 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

test_cap

66 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 3 / 10
Examples: 0 / 10

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_cap

76 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 3 / 10
Examples: 10 / 10

No issues.

search_caps

78 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

publish_cap

79 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 11 / 25
Return value: 15 / 15
Constraints and side effects: 3 / 10
Examples: 10 / 10

Minor
The description is long (440 words). It helps selection but costs steps and tokens.too_long
Minor
Arguments without a description: connection_config.name, connection_config.type, connection_config.base_url, connection_config.mcp_url, connection_config.auth, mcp_tools[].execution, events[].key, events[].unit_price_usd, events[].label, routes[].method, routes[].pattern, routes[].name, routes[].billable, routes[].hold_usd, routes[].settle, routes[].doc.title, routes[].doc.description, routes[].doc.when_to_use, routes[].doc.limitations, routes[].doc.example_input.param_no_description
Minor
String arguments with no constraint or example: connection_config.name, connection_config.base_url, connection_config.mcp_url, events[].key, events[].label, routes[].method, routes[].pattern, routes[].name, routes[].doc.title, routes[].doc.description, routes[].doc.when_to_use, routes[].doc.limitations.loose_string_param
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument routes[].billable is unclear.vague_boolean

call_cap

84 / 100Clear

Purpose: 17 / 20
When to use: 20 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 3 / 10
Examples: 10 / 10

Minor
String arguments with no constraint or example: accept.loose_string_param

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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