# com.digitalpublic/commercial: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.digitalpublic%2Fcommercial/versions/latest)
- Connected to: https://platform.digitalpublic.com/api/mcp-commercial
- Homepage: https://digitalpublic.com/
- Repository: https://github.com/cnavarro/digitalpublic-platform
- Scoring rules: v2
- Tools: 27
- Average: 47.6 / 100 (Cloudy)
- Near-identical pairs: 0

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.

## Across the server

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

## Tools

- `dp_commercial_describe_platform`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: locale.
  - Minor: No `required` list, so every argument is optional.
- `dp_commercial_assess_fit`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: projects, teamSize, needsWrite, wantsLiveData, distributor, locale.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument needsWrite is unclear.
  - Minor: The meaning of the boolean argument wantsLiveData is unclear.
  - Minor: The meaning of the boolean argument distributor is unclear.
- `dp_commercial_compare_integration_options`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: locale.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The name is long (41 characters).
- `dp_commercial_compare_offers`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: planIds.
  - 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.
- `dp_commercial_ask_navigator`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query, locale.
- `dp_commercial_get_capability_matrix`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: locale.
  - Minor: No `required` list, so every argument is optional.
- `dp_commercial_get_data_processing_profile`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: locale.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The name is long (41 characters).
- `dp_commercial_list_offers`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: locale.
  - Minor: No `required` list, so every argument is optional.
- `dp_commercial_list_use_cases`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: locale.
  - Minor: No `required` list, so every argument is optional.
- `dp_commercial_request_proposal`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: email, companyName, locale, idempotencyKey.
  - Minor: The description mentions none of its 3 or more arguments.
- `dp_commercial_start_checkout`: 42 / 100
  - Major: Arguments without a description: email, companyName, planId, market, currency, locale, idempotencyKey.
- `dp_commercial_get_connection_requirements`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: connectorKey.
  - Minor: The name is long (41 characters).
- `dp_commercial_get_offer`: 43 / 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: planId.
  - 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.
- `dp_commercial_get_company_profile`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: locale.
  - Minor: No `required` list, so every argument is optional.
- `dp_commercial_get_checkout_status`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: intentId.
- `dp_commercial_estimate_roi`: 48 / 100
  - Major: Arguments without a description: hoursSavedPerMonth, hourlyCost, planId, currency.
  - Minor: The description mentions none of its 3 or more arguments.
  - 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.
- `dp_commercial_get_onboarding_guide`: 49 / 100
  - Major: Arguments without a description: locale.
  - Minor: No `required` list, so every argument is optional.
- `dp_commercial_get_install_options`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: locale.
  - Minor: No `required` list, so every argument is optional.
- `dp_commercial_get_security_profile`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `dp_commercial_claim_credentials`: 55 / 100
  - Major: Arguments without a description: intentId, claimSecret.
  - 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.
- `dp_commercial_get_live_trial_status`: 55 / 100
  - Major: Arguments without a description: trialId, statusToken.
  - 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.
- `dp_commercial_get_checkout_readiness`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `dp_commercial_list_integrations`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `dp_commercial_start_live_trial`: 63 / 100
  - Major: Arguments without a description: email, company, projectName, projectUrl, locale, runtime, idempotencyKey.
- `dp_commercial_get_uptime_history`: 67 / 100
  - Major: Arguments without a description: componentId, window.
  - Minor: No `required` list, so every argument is optional.
- `dp_commercial_get_sample_report`: 74 / 100
- `dp_commercial_get_service_status`: 77 / 100

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