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

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://mcp.norric.io/mcp
Homepage
norric.io
Repository
github.com/gucceed/norric-mcp
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

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.

servers/io.github.gucceed/norric-mcp
Average score
43.2 / 100Cloudy
Tools
42
Near-identical descriptions
4

Across the server

  • Major
    42 tools. Above 40, models choose less accurately.too_many_tools

Tools whose descriptions are nearly the same

4 of 4 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
finnish_company_verify_v1estonian_company_verify_v10.810.60
swedish_company_changes_v1danish_company_changes_v10.750.60
finnish_company_changes_v1estonian_company_changes_v10.750.60
estonian_company_changes_v1french_company_changes_v10.610.60

Tools

estonian_company_verify_v1

32 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
7 / 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
  • Major
    Arguments without a description: registry_code_or_name.param_no_description
  • Minor
    Its description is nearly the same as finnish_company_verify_v1's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use finnish_company_verify_v1 instead.confusable_pair
  • Minor
    String arguments with no constraint or example: registry_code_or_name.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

finnish_company_verify_v1

32 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
7 / 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
  • Major
    Arguments without a description: business_id_or_name.param_no_description
  • Minor
    Its description is nearly the same as estonian_company_verify_v1's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use estonian_company_verify_v1 instead.confusable_pair
  • Minor
    String arguments with no constraint or example: business_id_or_name.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

french_company_verify_v1

32 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
7 / 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
  • Major
    Arguments without a description: siren_or_name.param_no_description
  • Minor
    String arguments with no constraint or example: siren_or_name.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

norwegian_company_verify_v1

32 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
7 / 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
  • Major
    Arguments without a description: orgnr_or_name.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr_or_name.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

signal_municipality_briefing_v1

33 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 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
  • Major
    Arguments without a description: kommunkod, vertikal.param_no_description
  • Minor
    String arguments with no constraint or example: kommunkod, vertikal.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

signal_score_municipality_v1

33 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 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
  • Major
    Arguments without a description: kommunkod, vertikal.param_no_description
  • Minor
    String arguments with no constraint or example: kommunkod, vertikal.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

siteloop_submit_lead_v1

34 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
6 / 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
  • Major
    Arguments without a description: business_name, category, address, phone, email, orgnr, source.param_no_description
  • Minor
    String arguments with no constraint or example: business_name, category, address, phone.loose_string_param
  • 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

norric_watch_delete_v1

35 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: watch_id.param_no_description
  • Major
    It may be destructive, but destructiveHint is not set.destructive_unmarked
  • Minor
    String arguments with no constraint or example: watch_id.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • 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.id_source_missing

estonian_company_changes_v1

36 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: days, event_types, limit, registry_code.param_no_description
  • Minor
    Its description is nearly the same as finnish_company_changes_v1's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use finnish_company_changes_v1 instead.confusable_pair
  • Minor
    Its description is nearly the same as french_company_changes_v1's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use french_company_changes_v1 instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

finnish_company_changes_v1

36 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: days, event_types, limit, business_id.param_no_description
  • Minor
    Its description is nearly the same as estonian_company_changes_v1's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use estonian_company_changes_v1 instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

french_company_changes_v1

36 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: days, event_types, limit, siren.param_no_description
  • Minor
    Its description is nearly the same as estonian_company_changes_v1's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use estonian_company_changes_v1 instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

kreditvakt_score_company_v1

37 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
7 / 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
  • Major
    Arguments without a description: orgnr.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

norric_watch_update_v1

38 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 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
  • Major
    Arguments without a description: watch_id, event_types, orgnrs, min_score_delta, callback_url, description, status.param_no_description
  • Minor
    String arguments with no constraint or example: watch_id.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • 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.id_source_missing

norwegian_company_changes_v1

39 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: days, event_types, limit, org_number.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

kreditvakt_bankruptcy_status_v1

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 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
  • Major
    Arguments without a description: orgnr.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

kreditvakt_debt_signals_v1

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 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
  • Major
    Arguments without a description: orgnr.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

signal_contract_expiry_alerts_v1

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 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
  • Major
    Arguments without a description: vertikal, days_ahead.param_no_description
  • Minor
    String arguments with no constraint or example: vertikal.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

vigil_lifecycle_stage_v1

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 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
  • Major
    Arguments without a description: orgnr.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

vigil_new_companies_v1

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 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
  • Major
    Arguments without a description: kommunkod, days_back.param_no_description
  • Minor
    String arguments with no constraint or example: kommunkod.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

danish_company_verify_v1

42 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: cvr_or_name.param_no_description
  • Minor
    String arguments with no constraint or example: cvr_or_name.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

signal_weekly_call_list_v1

43 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: vertikal, limit.param_no_description
  • Minor
    String arguments with no constraint or example: vertikal.loose_string_param

sigvik_brf_avgift_v1

43 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: brf_id.param_no_description
  • Minor
    String arguments with no constraint or example: brf_id.loose_string_param
  • 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.id_source_missing

norric_explain_score_v1

45 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: tool_name, record_id, include_raw_refs.param_no_description
  • Minor
    String arguments with no constraint or example: tool_name, record_id.loose_string_param
  • Minor
    The meaning of the boolean argument include_raw_refs is unclear.vague_boolean
  • 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.id_source_missing

norric_watch_events_v1

45 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: watch_id, limit.param_no_description
  • Minor
    String arguments with no constraint or example: watch_id.loose_string_param
  • 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.id_source_missing

sigvik_score_brf_v1

45 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: brf_id.param_no_description
  • Minor
    String arguments with no constraint or example: brf_id.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • 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.id_source_missing

vigil_ownership_velocity_v1

45 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: orgnr.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

norric_contagion_map_v1

47 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: orgnr.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

norric_score_v1

47 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: orgnr.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

signal_sweden_pulse_v1

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 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
  • Major
    Arguments without a description: vertikal.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

siteloop_pipeline_status_v1

47 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: city.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

swedish_company_verify_v1

47 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: orgnr_or_name.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr_or_name.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

kreditvakt_batch_score_v1

48 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: orgnrs.param_no_description

sigvik_brf_flags_v1

48 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: brf_id.param_no_description
  • Minor
    String arguments with no constraint or example: brf_id.loose_string_param
  • 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.id_source_missing

danish_company_changes_v1

49 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: days, event_types, limit, cvr_number.param_no_description
  • Minor
    Its description is nearly the same as swedish_company_changes_v1's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use swedish_company_changes_v1 instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

norric_data_freshness_v1

49 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: agencies.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

swedish_company_changes_v1

49 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: days, event_types, limit, orgnr.param_no_description
  • Minor
    Its description is nearly the same as danish_company_changes_v1's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use danish_company_changes_v1 instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

kreditvakt_contagion_v1

50 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: orgnr, limit.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr.loose_string_param

norric_company_profile_v1

50 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: orgnr.param_no_description
  • Minor
    String arguments with no constraint or example: orgnr.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

norric_search_v1

58 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: q, limit.param_no_description
  • Minor
    String arguments with no constraint or example: q.loose_string_param

norric_watch_create_v1

58 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: event_types, callback_url, orgnrs, min_score_delta, description.param_no_description
  • Minor
    String arguments with no constraint or example: callback_url.loose_string_param

norric_watch_list_v1

63 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 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

norric_status_v1

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 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

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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