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Verrow, LLC rural public data: tool descriptions scored io.github.BradenTabor/verrow

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

Scores, issues and names only

This page shows how Verrow, LLC rural public data (io.github.BradenTabor/verrow)'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.BradenTabor/verrow
Average score
31.6 / 100Rain
Tools
24
Near-identical descriptions
67

Across the server

  • Minor
    67 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 67 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
get_zoningcheck_use_allowed0.820.00
get_zoningget_recent_decisions0.820.25
get_zoningcheck_airspace0.820.00
get_zoningget_wind0.820.33
get_zoningget_esa_limits0.820.25
get_zoningget_soil0.820.33
get_zoningcheck_license0.820.00
get_zoningcheck_state_registration0.820.00
get_zoningspray_check0.820.00
get_zoningsolar_siting_check0.820.00
get_zoningcounty_pack0.820.00
check_use_allowedget_recent_decisions0.820.00

Tools

cancel_watch

23 / 100Rain

Purpose
13 / 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
  • Major
    Arguments without a description: watch_id, owner_token.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
    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

create_api_key

24 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 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: label, payer, credit_code.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_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

check_license

26 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: license_number, name.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning instead.confusable_pair
  • 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

check_coverage

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
  • Major
    Arguments without a description: jurisdiction, data_kind.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

check_airspace

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: lat, lon.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning 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

check_state_registration

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: jurisdiction, data_kind.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning 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

check_use_allowed

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: jurisdiction, use, zone.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning instead.confusable_pair
  • Minor
    Its description is nearly the same as get_recent_decisions's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_recent_decisions instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_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

county_pack

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: jurisdiction, label.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning 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

get_esa_limits

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: lat, lon, month.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_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

get_recent_decisions

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: jurisdiction, limit.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning instead.confusable_pair
  • Minor
    Its description is nearly the same as check_use_allowed's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use check_use_allowed 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

get_soil

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: lat, lon.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning 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

get_wind

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: lat, lon.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning 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

get_zoning

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: jurisdiction, zone.param_no_description
  • Minor
    Its description is nearly the same as check_use_allowed's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use check_use_allowed instead.confusable_pair
  • Minor
    Its description is nearly the same as get_recent_decisions's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_recent_decisions instead.confusable_pair
  • Minor
    Its description is nearly the same as check_airspace's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use check_airspace instead.confusable_pair
  • Minor
    Its description is nearly the same as get_wind's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_wind instead.confusable_pair
  • Minor
    Its description is nearly the same as get_esa_limits's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_esa_limits instead.confusable_pair
  • Minor
    Its description is nearly the same as get_soil's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_soil instead.confusable_pair
  • Minor
    Its description is nearly the same as check_license's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use check_license instead.confusable_pair
  • Minor
    Its description is nearly the same as check_state_registration's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use check_state_registration instead.confusable_pair
  • Minor
    Its description is nearly the same as spray_check's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use spray_check instead.confusable_pair
  • Minor
    Its description is nearly the same as solar_siting_check's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use solar_siting_check instead.confusable_pair
  • Minor
    Its description is nearly the same as county_pack's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use county_pack 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

solar_siting_check

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: jurisdiction, parcel, address, latitude, longitude, district.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_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

spray_check

29 / 100Rain

Purpose
14 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: epa_reg_no, lat, lon.param_no_description
  • Minor
    Its description is nearly the same as get_zoning's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use get_zoning instead.confusable_pair
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_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

list_watches

32 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: owner_token.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

watch_parcel

32 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: jurisdiction, parcel, address, webhook_url, label.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

watch_town

32 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: jurisdiction, keywords, webhook_url, label.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

get_pricing

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 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

topup_credits

38 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: api_key.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

get_label_rate

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 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: epa_reg_no.param_no_description
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_coverage

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 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

request_coverage

43 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: jurisdiction, official_site_url, needs.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_site_report

44 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: address, jurisdiction, latitude, longitude, district, parcel, proposed_use.param_no_description
  • 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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