com.digitalpublic/commercial: tool descriptions scored

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://platform.digitalpublic.com/api/mcp-commercial
Homepage: digitalpublic.com
Repository: github.com/cnavarro/digitalpublic-platform
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how com.digitalpublic/commercial'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.digitalpublic/commercial

Average score: 47.6 / 100Cloudy
Tools: 27
Near-identical descriptions: 0

Across the server

Minor
27 tools. Above 25, models start to tell tools apart less well.many_tools

Tools

dp_commercial_describe_platform

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 5 / 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: locale.param_no_description
Minor
No `required` list, so every argument is optional.no_required

dp_commercial_assess_fit

34 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 5 / 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: projects, teamSize, needsWrite, wantsLiveData, distributor, locale.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument needsWrite is unclear.vague_boolean
Minor
The meaning of the boolean argument wantsLiveData is unclear.vague_boolean
Minor
The meaning of the boolean argument distributor is unclear.vague_boolean

dp_commercial_compare_integration_options

34 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 5 / 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: locale.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The name is long (41 characters).long_name

dp_commercial_compare_offers

36 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 8 / 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: planIds.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: planIds. Name the tool or the place that returns it, or models look it up first.id_source_missing

dp_commercial_ask_navigator

37 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 8 / 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: query, locale.param_no_description

dp_commercial_get_capability_matrix

37 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 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: locale.param_no_description
Minor
No `required` list, so every argument is optional.no_required

dp_commercial_get_data_processing_profile

37 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 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: locale.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The name is long (41 characters).long_name

dp_commercial_list_offers

37 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 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: locale.param_no_description
Minor
No `required` list, so every argument is optional.no_required

dp_commercial_list_use_cases

37 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 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: locale.param_no_description
Minor
No `required` list, so every argument is optional.no_required

dp_commercial_request_proposal

40 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 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: email, companyName, locale, idempotencyKey.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

dp_commercial_start_checkout

42 / 100Cloudy

Purpose: 14 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: email, companyName, planId, market, currency, locale, idempotencyKey.param_no_description

dp_commercial_get_connection_requirements

43 / 100Cloudy

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: connectorKey.param_no_description
Minor
The name is long (41 characters).long_name

dp_commercial_get_offer

43 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 15 / 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: planId.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: planId. Name the tool or the place that returns it, or models look it up first.id_source_missing

dp_commercial_get_company_profile

44 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 15 / 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: locale.param_no_description
Minor
No `required` list, so every argument is optional.no_required

dp_commercial_get_checkout_status

47 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 15 / 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: intentId.param_no_description

dp_commercial_estimate_roi

48 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: hoursSavedPerMonth, hourlyCost, planId, currency.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: planId. Name the tool or the place that returns it, or models look it up first.id_source_missing

dp_commercial_get_onboarding_guide

49 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: locale.param_no_description
Minor
No `required` list, so every argument is optional.no_required

dp_commercial_get_install_options

50 / 100Cloudy

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: locale.param_no_description
Minor
No `required` list, so every argument is optional.no_required

dp_commercial_get_security_profile

53 / 100Cloudy

Purpose: 13 / 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

dp_commercial_claim_credentials

55 / 100Cloudy

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: intentId, claimSecret.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: intentId. Name the tool or the place that returns it, or models look it up first.id_source_missing

dp_commercial_get_live_trial_status

55 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: trialId, statusToken.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: trialId. Name the tool or the place that returns it, or models look it up first.id_source_missing

dp_commercial_get_checkout_readiness

57 / 100Cloudy

Purpose: 17 / 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

dp_commercial_list_integrations

57 / 100Cloudy

Purpose: 17 / 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

dp_commercial_start_live_trial

63 / 100Cloudy

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

Major
Arguments without a description: email, company, projectName, projectUrl, locale, runtime, idempotencyKey.param_no_description

dp_commercial_get_uptime_history

67 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: componentId, window.param_no_description
Minor
No `required` list, so every argument is optional.no_required

dp_commercial_get_sample_report

74 / 100Clear

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

No issues.

dp_commercial_get_service_status

77 / 100Clear

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

No issues.

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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