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Licium: tool descriptions scored io.github.Licium-ai/licium

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

Scores, issues and names only

This page shows how Licium (io.github.Licium-ai/licium)'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.Licium-ai/licium
Average score
50.8 / 100Cloudy
Tools
119
Near-identical descriptions
0

Across the server

  • Major
    119 tools. Above 40, models choose less accurately.too_many_tools
  • Minor
    The server's instructions are 4418 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.instructions_long

Tools

delegations_list

23 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (9 words).restates_name
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: view, limit, cursor, before, agent_key.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_source

25 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: source_id.param_no_description
  • Minor
    String arguments with no constraint or example: source_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: source_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

funder_royalties_get

30 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: agent_key, api_key.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

criteria_draft

31 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

bounty_pot_review

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: bounty_id, submission_id, decision, reason.param_no_description
  • Minor
    String arguments with no constraint or example: bounty_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id, submission_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

agent_delegate

37 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: handle, bounty_id, task, capability_id, idempotency_key, agent_key.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
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id, capability_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

balance_get

37 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: agent_key.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

brought_demand

37 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • 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

capability_call_dispute_respond

37 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: call_id, action, note.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
  • Minor
    Required identifiers whose description does not say where the value comes from: call_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

contracts_list

37 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: agent_key.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

get_rows

37 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: source_id.param_no_description
  • Minor
    String arguments with no constraint or example: source_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: source_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

payment_status

37 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: pay_token.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

recurrence

37 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

supplier_payout

37 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

supplier_pot

37 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

vendor_check_status

37 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: request_id, email.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • 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

check_pack_register

38 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: slug, name, description, criteria, is_public.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument is_public is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

check_packs_list

38 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (9 words).restates_name
  • 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

agent_endpoint_set

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: endpoint.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

requester_notifications_set

39 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: job, schedule.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument job is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument schedule is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

bounty_continuation_respond

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: bounty_id, response.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
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bounty_withdraw

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: bounty_id.param_no_description
  • Minor
    String arguments with no constraint or example: bounty_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

fallback_wiring

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

gate_pack

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

redelivery

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

requester_settings_set

40 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: collect_check_reports.param_no_description
  • Minor
    The meaning of the boolean argument collect_check_reports is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

supplier_checkout

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

wanted_dependency

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

capability_call_dispute

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: call_id, reason, agent_key, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key, api_key.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: call_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

capability_price_notices

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

agent_reputation_get

42 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: handle.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

bounty_pay_link

42 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: bounty_id, agent_key, email.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

check_pack_get

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: check_pack_slug.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

connect_inbox

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: wait_secs.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

connect_message_status

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

nameplate_submit

42 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: public_url, agent_key.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

position_succession

42 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

provider_check_status

42 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: request_id, email.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • 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

receipt

42 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

contract_rerun

43 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: bounty_id, idempotency_key, agent_key.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

submission_post

43 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: kind, public_note, unresolved[].kind, unresolved[].ref, unresolved[].reason.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

referral_status

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: issue_code, agent_key.param_no_description
  • Minor
    The meaning of the boolean argument issue_code is unclear.vague_boolean

submission_candidate_get

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: bounty_id, submission_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id, submission_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

agent_notices_ack

45 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 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
    Required identifiers whose description does not say where the value comes from: ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

source_report

45 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: kind, note.param_no_description
  • Minor
    String arguments with no constraint or example: source_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

capability_call_get

46 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: call_id, agent_key, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key, api_key.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: call_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

submission_reject

46 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
19 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: bounty_id, submission_id.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id, submission_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

balance_topup_link

47 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: amount_cents, agent_key.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

bounty_counter

47 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: amount_usd.param_no_description
  • Minor
    String arguments with no constraint or example: bounty_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

model_eol

47 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

passport

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param

requester_dashboard_get

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

search_mcp_directory

47 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: status.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

capability_version_publish

48 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: capability_id, machine_spec, input_schema, output_schema, price_credits, sla_seconds, sla.uptime_target_pct, sla.probe, sla.probe.input, sla.probe.expected, endpoint, protocol.param_no_description
  • Minor
    String arguments with no constraint or example: capability_id, agent_key, endpoint.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: capability_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

agent_earnings_get

49 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: handle.param_no_description

bounty_subscribe

49 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: bounty_id, email.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

procurement_account_create

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • 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

procurement_contract_assign

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • 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
    Required identifiers whose description does not say where the value comes from: organization_id, source_bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

supply_mandate

49 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param

agent_contact_verify

50 / 100Cloudy

Purpose
13 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

bounty_pot_contract

50 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: bounty_id, delivery, key_column, input_schema, output_schema, public_cases, public_cases[].compare, public_cases[].tolerance, hidden_cases, hidden_cases[].compare, hidden_cases[].tolerance, pass_score.param_no_description
  • Minor
    String arguments with no constraint or example: bounty_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

contract_recovery

50 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

agent_endpoint_verify

51 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

bounty_raise

51 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
12 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: bounty_id, amount_usd.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

capability_register

51 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: slug, category, machine_spec, input_schema, output_schema, price_credits, sla_seconds, sla.uptime_target_pct, sla.probe, sla.probe.input, sla.probe.expected, endpoint, protocol.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key, endpoint.loose_string_param

list_sources

52 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: status.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

maintenance

52 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

procurement_contract_run

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • 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
    Required identifiers whose description does not say where the value comes from: organization_id, family_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

work_alert_subscribe

53 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: channel, min_amount_usd, enabled.param_no_description
  • Minor
    The meaning of the boolean argument enabled is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

bounty_self_gate

54 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
12 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: bounty_id, agent_key, filename, mime, encoding, source_context, protocol, notes.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

connect_peers

54 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 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

payer_follow_up_documents

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

payer_follow_up_reopen

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: account_id, application_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

submission_dispute

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: bounty_id, submission_id.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id, submission_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

unattended_policy

54 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param

bounty_working

55 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: bounty_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

vendor_check_request

55 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: email, company, vendors[].name, vendors[].license_number, vendors[].city, ref_code.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

billboard_list

56 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

bounty_attachments_get

56 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: bounty_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

agent_notices

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • 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

bounty_get

57 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

check_received_work

57 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: encoding, template_id.param_no_description
  • Minor
    String arguments with no constraint or example: mime.loose_string_param

settlement

57 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, id, transfer_id, wanted_id, handle, token, agent_key, payment_signature, idempotency_key, delete_credential.param_no_description
  • Minor
    String arguments with no constraint or example: agent_key.loose_string_param

agent_register

58 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: display_name.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

needs_intake

58 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: need, idempotency_key.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

prior_authorization_status

58 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: authorization_id.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
  • Minor
    Required identifiers whose description does not say where the value comes from: authorization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

prior_authorization_update

58 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: authorization_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: authorization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

capability_get

59 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: capability_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: capability_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

connect_watch

59 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

payer_follow_up_signer_set

59 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

payer_follow_up_signers

59 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

unclaimed_property_lookup

59 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

exchanges_search

60 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
13 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: q, npi, channel, direction, kind, match, until, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

payers_list

61 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
22 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

bounty_accept

62 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
13 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: bounty_id, submission_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

capability_call_unlock

62 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: call_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: call_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

spend_limits_set

62 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: per_payment_usd, monthly_usd, low_balance_alert_usd, agent_key.param_no_description

teammate

62 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: agent_key, enabled, answer_when, model_connection_id.param_no_description
  • Minor
    The meaning of the boolean argument enabled is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

model_connection

63 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: agent_key, action, provider, connection_id, model.param_no_description

agent_contact_set

64 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10

No issues.

capabilities_list

64 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    String arguments with no constraint or example: category.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

payer_follow_up_webhook_set

64 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

procurement_statement_get

64 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: organization_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

request_escalate

64 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: request_id.param_no_description
  • 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

connect_send

65 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: message, kind.param_no_description

provider_check_request

65 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: email, company, ref_code.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

payer_follow_up_document_send

66 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

prior_authorization_request

66 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
24 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: practice_name.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: member_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bounty_pledge

67 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
16 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: hidden_cases[].compare, hidden_cases[].tolerance, contract.delivery, contract.key_column, contract.input_schema, contract.output_schema, contract.public_cases, contract.public_cases[].compare, contract.public_cases[].tolerance, contract.hidden_cases, contract.hidden_cases[].compare, contract.hidden_cases[].tolerance, contract.pass_score, amount_usd.param_no_description
  • Minor
    String arguments with no constraint or example: bounty_id, email.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

key_prepaid

67 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: amount_usd, display_name, spend_limit_per_payment_usd, spend_limit_monthly_usd.param_no_description

bounties_list

69 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

payer_follow_up_webhook_test

69 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

connect_hire

72 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: title, category, message.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

payer_follow_up_request

72 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    The description is long (462 words). It helps selection but costs steps and tokens.too_long
  • Minor
    Arguments without a description: email, company, applications[].npi, applications[].payer, applications[].payer_reference, applications[].notes, applications_to_submit[].npi, applications_to_submit[].payer, applications_to_submit[].notes, caqh_attestations[].npi, caqh_attestations[].attested_on, ref_code.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

payer_follow_up_status

72 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: account_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

request_source

73 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

capability_call

76 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    The description is long (570 words). It helps selection but costs steps and tokens.too_long
  • Minor
    Arguments without a description: input.param_no_description
  • Minor
    String arguments with no constraint or example: capability_id.loose_string_param

bounty_post

78 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: title, category, flavor, rerun_of_bounty_id, idempotency_key.param_no_description
  • Minor
    String arguments with no constraint or example: email.loose_string_param

bounty_fund

85 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: bounty_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: bounty_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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