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R/IV — Verify Claims, Citations & Agent Actions: tool descriptions scored io.github.duranivrobert-glitch/riv

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://rdiv-production-runtime-production.up.railway.app/mcp
Homepage
www.robertduraniv.com/r-iv/
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how R/IV — Verify Claims, Citations & Agent Actions (io.github.duranivrobert-glitch/riv)'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.duranivrobert-glitch/riv
Average score
39.7 / 100Rain
Tools
35
Near-identical descriptions
398

Across the server

  • Minor
    35 tools. Above 25, models start to tell tools apart less well.many_tools
  • Minor
    398 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 398 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
agent.action.verifyworkflow.verify0.880.25
evidence.monitorclaim.monitor0.880.33
evidence.monitorvendor.monitor0.880.33
evidence.monitordependency.monitor0.880.33
evidence.monitorpolicy.monitor0.880.33
evidence.monitoragent.monitor0.880.33
claim.monitorvendor.monitor0.880.33
claim.monitordependency.monitor0.880.33
claim.monitorpolicy.monitor0.880.33
claim.monitoragent.monitor0.880.33
vendor.monitordependency.monitor0.880.33
vendor.monitorpolicy.monitor0.880.33

Tools

service.match

19 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 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: goal.param_no_description
  • Minor
    String arguments with no constraint or example: goal.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

pricing.quote

22 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 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: capabilityId, capability_id.param_no_description
  • Minor
    String arguments with no constraint or example: capabilityId, capability_id.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

example.get

23 / 100Rain

Purpose
6 / 20
When to use
5 / 20
Arguments
0 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    The description only restates the name (9 words).restates_name
  • Major
    Arguments without a description: capabilityId.param_no_description
  • Minor
    String arguments with no constraint or example: capabilityId.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

provenance.receipt.trial

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: trial_id, input.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: trial_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

capabilities.list

31 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • 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

system.status

31 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    The description only restates the name (6 words).restates_name
  • Major
    The description is too short (6 words).too_short
  • 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

number.verify

41 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
12 / 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: claim, value, unit, as_of, public_urls.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

agent.monitor

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: target, public_urls, cadence, materiality_rule.param_no_description
  • Minor
    Its description is nearly the same as evidence.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use evidence.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as claim.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use claim.monitor instead.confusable_pair
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

ai.use.audit

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: workflow_description, questions, public_urls, scope.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

claim.monitor

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: target, public_urls, cadence, materiality_rule.param_no_description
  • Minor
    Its description is nearly the same as evidence.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use evidence.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as vendor.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use vendor.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as dependency.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use dependency.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as policy.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use policy.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as agent.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use agent.monitor instead.confusable_pair
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

dependency.monitor

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: target, public_urls, cadence, materiality_rule.param_no_description
  • Minor
    Its description is nearly the same as evidence.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use evidence.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as claim.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use claim.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as vendor.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use vendor.monitor instead.confusable_pair
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

evidence.monitor

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: target, monitor_type, public_urls, cadence.param_no_description
  • Minor
    Its description is nearly the same as claim.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use claim.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as vendor.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use vendor.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as dependency.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use dependency.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as policy.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use policy.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as agent.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use agent.monitor instead.confusable_pair
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

investigation.run

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: question, scope, public_urls, deadline.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

model.change.audit

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: workflow, baseline, current, public_urls.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

policy.monitor

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: target, public_urls, cadence, materiality_rule.param_no_description
  • Minor
    Its description is nearly the same as evidence.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use evidence.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as claim.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use claim.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as vendor.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use vendor.monitor instead.confusable_pair
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

quote.verify

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: quote, source_url, attribution, context.param_no_description
  • 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: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

transaction.verify

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: transaction_claim, evidence_records, expected_amount, expected_currency.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vendor.diligence

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: vendor, question, scope, public_urls.param_no_description
  • 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: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vendor.monitor

42 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
13 / 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: target, public_urls, cadence, materiality_rule.param_no_description
  • Minor
    Its description is nearly the same as evidence.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use evidence.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as claim.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use claim.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as dependency.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use dependency.monitor instead.confusable_pair
  • Minor
    Its description is nearly the same as policy.monitor's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use policy.monitor instead.confusable_pair
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

agent.action.verify

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: claimed_action, evidence_records, target.param_no_description
  • Minor
    Its description is nearly the same as workflow.verify's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use workflow.verify instead.confusable_pair
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

answer.audit

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: answer, public_urls, strictness.param_no_description
  • 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: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

citation.verify

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: claim, citation_url, quoted_or_cited_text.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

claim.check

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: claim, context, public_urls.param_no_description
  • 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: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

control.check

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: control_claim, control_type, evidence_records.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

data.flow.verify

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: flow_description, evidence_records, public_urls.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

evidence.bundle

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: question, context, public_urls.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

fact.extract

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: text, source_url, max_claims.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

procurement.evidence

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: product_or_vendor, requirements, public_urls.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

source.snapshot

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: url, capture_scope, purpose.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

source.verify

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: url, expected_identity, context.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

timeline.reconcile

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: events, question, default_timezone.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

workflow.verify

43 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
14 / 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: workflow, claimed_steps, evidence_records.param_no_description
  • Minor
    Its description is nearly the same as agent.action.verify's (similarity 0.88); only the names and schemas tell them apart. Say in this description when to use agent.action.verify instead.confusable_pair
  • 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: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

contradiction.scan

44 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
15 / 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: items, question.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

dependency.map

44 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
15 / 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: workflow_description, public_urls.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

provenance.receipt

44 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
15 / 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: job_or_artifact, source_records.param_no_description
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

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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