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Healthparse Healthcare Data Gateway: tool descriptions scored io.healthparse/gateway

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://api.healthparse.io/mcp
Homepage
healthparse.io/developers
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how Healthparse Healthcare Data Gateway (io.healthparse/gateway)'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.healthparse/gateway
Average score
32.0 / 100Rain
Tools
42
Near-identical descriptions
21

Across the server

  • Major
    42 tools. Above 40, models choose less accurately.too_many_tools
  • Minor
    21 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total
  • Minor
    The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.instructions_missing

Tools whose descriptions are nearly the same

12 of 21 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
carecompare_hospitals_searchcarecompare_snf_search0.910.50
carecompare_hospitals_searchcarecompare_hospice_search0.910.50
carecompare_hospitals_searchcarecompare_dialysis_search0.910.50
carecompare_snf_searchcarecompare_hospice_search0.910.50
carecompare_snf_searchcarecompare_dialysis_search0.910.50
carecompare_hospice_searchcarecompare_dialysis_search0.910.50
carecompare_hospitals_searchcarecompare_home-health_search0.880.40
carecompare_hospitals_byCcncarecompare_snf_byCcn0.880.60
carecompare_hospitals_byCcncarecompare_hospice_byCcn0.880.60
carecompare_hospitals_byCcncarecompare_dialysis_byCcn0.880.60
carecompare_snf_searchcarecompare_home-health_search0.880.40
carecompare_snf_byCcncarecompare_hospice_byCcn0.880.60

Tools

oews_wage_search

17 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: occupation_code, area_type, state, area_code, year, limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: occupation_code, area_type, state, area_code.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

carecompare_dialysis_search

20 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: state, city, zip_prefix, rating_min, rating_max, limit, offset.param_no_description
  • Minor
    Its description is nearly the same as carecompare_hospitals_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_hospitals_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_snf_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_snf_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_hospice_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_hospice_search instead.confusable_pair
  • Minor
    String arguments with no constraint or example: state, city, zip_prefix.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

carecompare_home-health_search

20 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: state, city, zip_prefix, rating_min, rating_max, limit, offset.param_no_description
  • Minor
    Its description is nearly the same as carecompare_hospitals_search's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_hospitals_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_snf_search's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_snf_search instead.confusable_pair
  • Minor
    String arguments with no constraint or example: state, city, zip_prefix.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

carecompare_hospice_search

20 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: state, city, zip_prefix, rating_min, rating_max, limit, offset.param_no_description
  • Minor
    Its description is nearly the same as carecompare_hospitals_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_hospitals_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_snf_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_snf_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_dialysis_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_dialysis_search instead.confusable_pair
  • Minor
    String arguments with no constraint or example: state, city, zip_prefix.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

carecompare_hospitals_search

20 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: state, city, zip_prefix, overall_rating_min, overall_rating_max, limit, offset.param_no_description
  • Minor
    Its description is nearly the same as carecompare_snf_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_snf_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_hospice_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_hospice_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_dialysis_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_dialysis_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_home-health_search's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_home-health_search instead.confusable_pair
  • Minor
    String arguments with no constraint or example: state, city, zip_prefix.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

carecompare_snf_search

20 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: state, city, zip_prefix, overall_rating_min, overall_rating_max, limit, offset.param_no_description
  • Minor
    Its description is nearly the same as carecompare_hospitals_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_hospitals_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_hospice_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_hospice_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_dialysis_search's (similarity 0.91); only the names and schemas tell them apart. Say in this description when to use carecompare_dialysis_search instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_home-health_search's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_home-health_search instead.confusable_pair
  • Minor
    String arguments with no constraint or example: state, city, zip_prefix.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

hcris_provider_search

20 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: npi, state, specialty, total_services_min, total_services_max, total_beneficiaries_min, total_beneficiaries_max, total_payment_min, total_payment_max, limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: npi, state, specialty.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

hpt_rates_search

20 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: billing_code, billing_code_type, state, payer, ccn, rate_type, limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: billing_code, billing_code_type, state, payer, ccn, rate_type.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

irs990_officers_search

20 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: ein, name_search, total_compensation_min, total_compensation_max, limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: ein, name_search.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

irs990_org_search

20 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: state, ntee_code, name_search, revenue_min, revenue_max, net_income_min, net_income_max, limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: state, ntee_code, name_search.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

sanctions_leie_search

20 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: last_name_search, business_name_search, npi, state, exclusion_type, limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: last_name_search, business_name_search, npi, state, exclusion_type.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

hcris_asc_search

23 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: state, ccn, name_search, limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: state, ccn, name_search.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

hcris_hospital_search

23 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
0 / 25
Return value
0 / 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: state, city, name_search, hospital_type, control_type, fy_end_year, zip_prefix, total_beds_min, total_beds_max, total_discharges_min, total_discharges_max, total_revenues_min, total_revenues_max, operating_margin_min, operating_margin_max, limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: state, city, name_search, hospital_type, control_type, zip_prefix.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

sanctions_screen

24 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
0 / 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: name, npi.param_no_description
  • Minor
    String arguments with no constraint or example: name, npi.loose_string_param
  • 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

providers_events_feed

27 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: npi, ccn, limit.param_no_description
  • Minor
    String arguments with no constraint or example: npi, ccn.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

prescribers_lookup_search

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

manufacturers_search

33 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: min_total_spend, first_seen_year_max, performance_year, limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

openPayments_recipients_search

33 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
11 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

openPayments_recipients_yoyIncrease_search

33 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
11 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    The name is long (42 characters).long_name

hospitals_capex_signals

34 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

hrsa_healthCenters_search

34 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: county.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

nppes_enumeration_search

34 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument active_only is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

carecompare_dialysis_byCcn

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Its description is nearly the same as carecompare_hospitals_byCcn's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_hospitals_byCcn instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

carecompare_home-health_byCcn

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

carecompare_hospice_byCcn

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Its description is nearly the same as carecompare_hospitals_byCcn's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_hospitals_byCcn instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_snf_byCcn's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_snf_byCcn instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

carecompare_hospitals_byCcn

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Its description is nearly the same as carecompare_snf_byCcn's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_snf_byCcn instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_hospice_byCcn's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_hospice_byCcn instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_dialysis_byCcn's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_dialysis_byCcn instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

carecompare_snf_byCcn

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Its description is nearly the same as carecompare_hospitals_byCcn's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_hospitals_byCcn instead.confusable_pair
  • Minor
    Its description is nearly the same as carecompare_hospice_byCcn's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use carecompare_hospice_byCcn instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

irs990_org_byEin

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

manufacturers_openPayments

35 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: min_total_spend, limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

providers_provider360

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

hrsa_coveredEntities340b_search

36 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
11 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

hcris_hospital_byCcn

38 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info

hcris_hospital_financials

38 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info

hrsa_hpsa_search

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
0 / 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
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

prescribers_partD_search

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 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
  • Minor
    Arguments without a description: limit, offset.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

prescribers_partDClassWhitespace_search

44 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

manufacturers_openPayments_yoyIncrease_search

45 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
11 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit, offset.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
  • Minor
    The name is long (45 characters).long_name

prescribers_partDByDrug_search

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

prescribers_partDBrandShareShift_search

46 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    String arguments with no constraint or example: specialty.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

hpt_code_stats

47 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 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

prescribers_partDClassYoyDelta_search

48 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
16 / 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
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

prescribers_partDAtypicalSpecialty_search

49 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: limit, offset.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    The name is long (41 characters).long_name

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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