# Novarithm Agent Hub: trust and commerce checks (com.novarithm.www/agent-hub): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.novarithm.www%2Fagent-hub/versions/latest)
- Connected to: https://gogeta2-u35175.vm.elestio.app/agents/mcp
- Homepage: https://gogeta2-u35175.vm.elestio.app/agents/catalog
- Repository: https://github.com/Salimyou91/novarithm-agent-services-mcp
- Scoring rules: v2
- Tools: 61
- Average: 39.0 / 100 (Rain)
- Near-identical pairs: 0

This page shows how Novarithm Agent Hub: trust and commerce checks (com.novarithm.www/agent-hub)'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

- Major: 61 tools. Above 40, models choose less accurately.

## Tools

- `declared_ingredient_diff`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: product_id, before, before.product_id, before.list_id, before.declared_at, before.ingredients, before.ingredients[].name, before.ingredients[].percentage, after, after.product_id, after.list_id, after.declared_at, after.ingredients, after.ingredients[].name, after.ingredients[].percentage.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: product_id. Name the tool or the place that returns it, or models look it up first.
- `declared_order_delays`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: as_of, orders, orders[].order_id, orders[].quantity, orders[].unit, orders[].due_at, orders[].cancelled_at, deliveries, deliveries[].event_id, deliveries[].order_id, deliveries[].quantity, deliveries[].unit, deliveries[].delivered_at.
  - Minor: Says nothing about what it returns.
- `demand_lot_match`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: demand, demand[].line_id, demand[].item_id, demand[].quantity, demand[].unit, demand[].required_attributes, lots, lots[].lot_id, lots[].item_id, lots[].quantity, lots[].unit, lots[].attributes, lots[].available.
  - Minor: Says nothing about what it returns.
- `incident_timeline`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: events, events[].event_id, events[].source, events[].event_time, events[].mission_id, events[].event_type, events[].evidence_refs.
  - Minor: Says nothing about what it returns.
  - Major: It may be destructive, but destructiveHint is not set.
- `invoice_duplicate_check`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: invoices, invoices[].record_id, invoices[].supplier_id, invoices[].invoice_number, invoices[].document_type, invoices[].currency, invoices[].amount.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `migration_compare`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: key_fields, compare_fields, before, after.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `multilingual_quantity_check`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: reference_locale, required_locales, records, records[].record_id, records[].product_id, records[].variant_id, records[].locale, records[].decimal_separator, records[].numeric_fields, records[].numeric_fields[].field_id, records[].numeric_fields[].value, records[].numeric_fields[].unit.
  - Minor: Says nothing about what it returns.
- `product_content_impact`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: before, before.product_id, before.fields, after, after.product_id, after.fields, contents, contents[].content_id, contents[].reference, contents[].depends_on_fields.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `quote_cost_normalize`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: base_currency, rates, rates[].currency, rates[].rate_to_base, rates[].observed_at, rates[].reference, quotes, quotes[].quote_id, quotes[].currency, quotes[].items, quotes[].items[].item_id, quotes[].items[].quantity, quotes[].items[].unit_price, quotes[].costs, quotes[].costs.shipping, quotes[].costs.tax, quotes[].costs.other, quotes[].discount.
  - Minor: Says nothing about what it returns.
- `reservation_record_check`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: registry_observed_at, confirmations, confirmations[].confirmation_id, confirmations[].reservation_id, confirmations[].resource_id, confirmations[].start, confirmations[].end, registry, registry[].record_id, registry[].reservation_id, registry[].resource_id, registry[].start, registry[].end, registry[].status.
  - Minor: Says nothing about what it returns.
- `stock_replenishment_scenarios`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: unit, start_date, initial_quantity, policy, policy.reorder_point, policy.order_up_to, policy.minimum_order, policy.order_multiple, policy.lead_days, planned_receipts, planned_receipts[].receipt_id, planned_receipts[].date, planned_receipts[].quantity, scenarios, scenarios[].scenario_id, scenarios[].daily_demand, scenarios[].daily_demand[].date, scenarios[].daily_demand[].quantity.
  - Minor: Says nothing about what it returns.
- `data_freshness_check`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: as_of, records, records[].record_id, records[].observed_at, records[].ttl_seconds.
  - Minor: String arguments with no constraint or example: as_of.
  - Minor: The description mentions none of its 3 or more arguments.
- `eu_ready_check`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `fx_latest`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: date.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `field_provenance_check`: 33 / 100
  - Major: Arguments without a description: as_of, sources, sources[].source_id, sources[].reference, sources[].observed_at, sources[].valid_until, sources[].content_sha256, fields, fields[].field_id, fields[].value, fields[].source_ids.
  - Minor: Says nothing about what it returns.
- `renewal_cohort_check`: 33 / 100
  - Major: Arguments without a description: as_of, grace_seconds, subscriptions, subscriptions[].subscription_id, subscriptions[].cohort_at, subscriptions[].renewal_due_at, events, events[].event_id, events[].subscription_id, events[].kind, events[].occurred_at, events[].renewal_due_at.
  - Minor: Says nothing about what it returns.
- `usdc_balance`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: address.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `agent_ready_score`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `api_contract_diff`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: before, before.openapi, before.paths, after, after.openapi, after.paths.
  - Minor: The description mentions none of its 3 or more arguments.
- `availability_intersection`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: duration_seconds, window, window.start, window.end, participants, participants[].participant_id, participants[].time_zone, participants[].intervals, participants[].intervals[].start, participants[].intervals[].end.
- `pre_purchase_check`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: url.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gtin_recall`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `mcp_probe`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `x402_probe`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: url.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `fx_timeseries`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: from, to, end.
  - Minor: Says nothing about what it returns.
- `clone_blueprint`: 40 / 100
  - Minor: String arguments with no constraint or example: clone.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `evaluate_deliverable`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `fragrance_check`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `geo_ai_visibility`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `seo_full_audit`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `seo_internal_links`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `seo_keywords_content`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `seo_local_presence`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `test_security_basics`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `test_seo`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `us_geocode`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `check_provider`: 42 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `compare_quality`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: urls.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `email_check`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `pricing`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `recall_search`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `test_checkout`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `verify_attestation`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `a2a_card_check`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `sanctions_screen`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `trust_trio`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `uk_postcode`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `vendor_report`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `verify_delivery`: 45 / 100
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `fx_convert`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `job_result`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `sanctions_crypto_address`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `seller_reputation`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `seo_technical_audit`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `test_website`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `vendor_due_diligence`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `verify_usdc_payment`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `domain_email_health`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `site_audit_full`: 50 / 100
  - Minor: String arguments with no constraint or example: sector.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `price_availability`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `site_audit_quick`: 60 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.

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