# Norric (io.github.gucceed/norric-mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.gucceed%2Fnorric-mcp/versions/latest)
- Connected to: https://mcp.norric.io/mcp
- Homepage: https://norric.io/
- Repository: https://github.com/gucceed/norric-mcp
- Scoring rules: v2
- Tools: 42
- Average: 43.2 / 100 (Cloudy)
- Near-identical pairs: 4

This page shows how Norric (io.github.gucceed/norric-mcp)'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: 42 tools. Above 40, models choose less accurately.

## Tools

- `estonian_company_verify_v1`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: registry_code_or_name.
  - Minor: String arguments with no constraint or example: registry_code_or_name.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `finnish_company_verify_v1`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: business_id_or_name.
  - Minor: String arguments with no constraint or example: business_id_or_name.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `french_company_verify_v1`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: siren_or_name.
  - Minor: String arguments with no constraint or example: siren_or_name.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `norwegian_company_verify_v1`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: orgnr_or_name.
  - Minor: String arguments with no constraint or example: orgnr_or_name.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `signal_municipality_briefing_v1`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: kommunkod, vertikal.
  - Minor: String arguments with no constraint or example: kommunkod, vertikal.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `signal_score_municipality_v1`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: kommunkod, vertikal.
  - Minor: String arguments with no constraint or example: kommunkod, vertikal.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `siteloop_submit_lead_v1`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: business_name, category, address, phone, email, orgnr, source.
  - Minor: String arguments with no constraint or example: business_name, category, address, phone.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `norric_watch_delete_v1`: 35 / 100
  - Major: Arguments without a description: watch_id.
  - Minor: String arguments with no constraint or example: watch_id.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Major: It may be destructive, but destructiveHint is not set.
  - Minor: Required identifiers whose description does not say where the value comes from: watch_id. Name the tool or the place that returns it, or models look it up first.
- `estonian_company_changes_v1`: 36 / 100
  - Major: Arguments without a description: days, event_types, limit, registry_code.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `finnish_company_changes_v1`: 36 / 100
  - Major: Arguments without a description: days, event_types, limit, business_id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `french_company_changes_v1`: 36 / 100
  - Major: Arguments without a description: days, event_types, limit, siren.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `kreditvakt_score_company_v1`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: orgnr.
  - Minor: String arguments with no constraint or example: orgnr.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `norric_watch_update_v1`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: watch_id, event_types, orgnrs, min_score_delta, callback_url, description, status.
  - Minor: String arguments with no constraint or example: watch_id.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: Required identifiers whose description does not say where the value comes from: watch_id. Name the tool or the place that returns it, or models look it up first.
- `norwegian_company_changes_v1`: 39 / 100
  - Major: Arguments without a description: days, event_types, limit, org_number.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `kreditvakt_bankruptcy_status_v1`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: orgnr.
  - Minor: String arguments with no constraint or example: orgnr.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `kreditvakt_debt_signals_v1`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: orgnr.
  - Minor: String arguments with no constraint or example: orgnr.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `signal_contract_expiry_alerts_v1`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: vertikal, days_ahead.
  - Minor: String arguments with no constraint or example: vertikal.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `vigil_lifecycle_stage_v1`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: orgnr.
  - Minor: String arguments with no constraint or example: orgnr.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `vigil_new_companies_v1`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: kommunkod, days_back.
  - Minor: String arguments with no constraint or example: kommunkod.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `danish_company_verify_v1`: 42 / 100
  - Major: Arguments without a description: cvr_or_name.
  - Minor: String arguments with no constraint or example: cvr_or_name.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `signal_weekly_call_list_v1`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: vertikal, limit.
  - Minor: String arguments with no constraint or example: vertikal.
- `sigvik_brf_avgift_v1`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: brf_id.
  - Minor: String arguments with no constraint or example: brf_id.
  - Minor: Required identifiers whose description does not say where the value comes from: brf_id. Name the tool or the place that returns it, or models look it up first.
- `norric_explain_score_v1`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: tool_name, record_id, include_raw_refs.
  - Minor: String arguments with no constraint or example: tool_name, record_id.
  - Minor: The meaning of the boolean argument include_raw_refs is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: record_id. Name the tool or the place that returns it, or models look it up first.
- `norric_watch_events_v1`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: watch_id, limit.
  - Minor: String arguments with no constraint or example: watch_id.
  - Minor: Required identifiers whose description does not say where the value comes from: watch_id. Name the tool or the place that returns it, or models look it up first.
- `sigvik_score_brf_v1`: 45 / 100
  - Major: Arguments without a description: brf_id.
  - Minor: String arguments with no constraint or example: brf_id.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: Required identifiers whose description does not say where the value comes from: brf_id. Name the tool or the place that returns it, or models look it up first.
- `vigil_ownership_velocity_v1`: 45 / 100
  - Major: Arguments without a description: orgnr.
  - Minor: String arguments with no constraint or example: orgnr.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `norric_contagion_map_v1`: 47 / 100
  - Major: Arguments without a description: orgnr.
  - Minor: String arguments with no constraint or example: orgnr.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `norric_score_v1`: 47 / 100
  - Major: Arguments without a description: orgnr.
  - Minor: String arguments with no constraint or example: orgnr.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `signal_sweden_pulse_v1`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: vertikal.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `siteloop_pipeline_status_v1`: 47 / 100
  - Major: Arguments without a description: city.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `swedish_company_verify_v1`: 47 / 100
  - Major: Arguments without a description: orgnr_or_name.
  - Minor: String arguments with no constraint or example: orgnr_or_name.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `kreditvakt_batch_score_v1`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: orgnrs.
- `sigvik_brf_flags_v1`: 48 / 100
  - Major: Arguments without a description: brf_id.
  - Minor: String arguments with no constraint or example: brf_id.
  - Minor: Required identifiers whose description does not say where the value comes from: brf_id. Name the tool or the place that returns it, or models look it up first.
- `danish_company_changes_v1`: 49 / 100
  - Major: Arguments without a description: days, event_types, limit, cvr_number.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `norric_data_freshness_v1`: 49 / 100
  - Major: Arguments without a description: agencies.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `swedish_company_changes_v1`: 49 / 100
  - Major: Arguments without a description: days, event_types, limit, orgnr.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `kreditvakt_contagion_v1`: 50 / 100
  - Major: Arguments without a description: orgnr, limit.
  - Minor: String arguments with no constraint or example: orgnr.
- `norric_company_profile_v1`: 50 / 100
  - Major: Arguments without a description: orgnr.
  - Minor: String arguments with no constraint or example: orgnr.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `norric_search_v1`: 58 / 100
  - Major: Arguments without a description: q, limit.
  - Minor: String arguments with no constraint or example: q.
- `norric_watch_create_v1`: 58 / 100
  - Major: Arguments without a description: event_types, callback_url, orgnrs, min_score_delta, description.
  - Minor: String arguments with no constraint or example: callback_url.
- `norric_watch_list_v1`: 63 / 100
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `norric_status_v1`: 65 / 100
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.

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