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FrankoX: tool descriptions scored com.frankox/trade-intelligence

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

Scores, issues and names only

This page shows how FrankoX (com.frankox/trade-intelligence)'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/com.frankox/trade-intelligence
Average score
35.7 / 100Rain
Tools
22
Near-identical descriptions
16

Across the server

  • Minor
    16 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total
  • Critical
    These tools share the same description: get_public_company_profile, get_public_product_profile.identical_description
  • Critical
    These tools share the same description: list_network_intents, discover_network_intents, initiate_network_request, list_network_requests, get_network_request, respond_to_network_request.identical_description

Tools whose descriptions are nearly the same

12 of 16 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
get_public_company_profileget_public_product_profile1.000.60
list_network_intentsdiscover_network_intents1.000.50
list_network_intentsinitiate_network_request1.000.20
list_network_intentslist_network_requests1.000.50
list_network_intentsget_network_request1.000.20
list_network_intentsrespond_to_network_request1.000.17
discover_network_intentsinitiate_network_request1.000.20
discover_network_intentslist_network_requests1.000.20
discover_network_intentsget_network_request1.000.20
discover_network_intentsrespond_to_network_request1.000.17
initiate_network_requestlist_network_requests1.000.20
initiate_network_requestget_network_request1.000.50

Tools

search_products

20 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
7 / 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
  • Major
    Arguments without a description: product, specification, hs_cn_code, country, certification, moq, capacity, delivery_geography, keywords, limit, canonical_concept_id, preferred_language, source_language.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

search_opportunities

27 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
7 / 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: product, specification, hs_cn_code, country, certification, moq, capacity, delivery_geography, keywords, limit, canonical_concept_id, preferred_language, source_language.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

list_agent_conversations

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: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

discover_network_intents

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: intent_id.param_no_description
  • Minor
    Its description is nearly the same as list_network_intents's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use list_network_intents instead.confusable_pair
  • Minor
    Its description is nearly the same as initiate_network_request's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use initiate_network_request instead.confusable_pair
  • Minor
    Its description is nearly the same as list_network_requests's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use list_network_requests instead.confusable_pair
  • Minor
    Its description is nearly the same as get_network_request's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use get_network_request instead.confusable_pair
  • Minor
    Its description is nearly the same as respond_to_network_request's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use respond_to_network_request instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: intent_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_network_request

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: request_id.param_no_description
  • Minor
    Its description is nearly the same as list_network_intents's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use list_network_intents instead.confusable_pair
  • Minor
    Its description is nearly the same as discover_network_intents's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use discover_network_intents instead.confusable_pair
  • Minor
    Its description is nearly the same as initiate_network_request's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use initiate_network_request instead.confusable_pair
  • 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

initiate_network_request

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: intent_id, counterpart_id, request_key.param_no_description
  • Minor
    Its description is nearly the same as list_network_intents's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use list_network_intents instead.confusable_pair
  • Minor
    Its description is nearly the same as discover_network_intents's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use discover_network_intents instead.confusable_pair
  • Minor
    Its description is nearly the same as list_network_requests's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use list_network_requests instead.confusable_pair
  • Minor
    Its description is nearly the same as get_network_request's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use get_network_request 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
    Required identifiers whose description does not say where the value comes from: intent_id, counterpart_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

request_opportunity_match

31 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 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: product, specification, hs_cn_code, country, certification, moq, capacity, delivery_geography, keywords, limit, canonical_concept_id, preferred_language, source_language.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

respond_to_network_request

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: request_id, outcome.param_no_description
  • Minor
    Its description is nearly the same as list_network_intents's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use list_network_intents instead.confusable_pair
  • Minor
    Its description is nearly the same as discover_network_intents's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use discover_network_intents instead.confusable_pair
  • 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

search_manufacturers

31 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 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: product, specification, hs_cn_code, country, certification, moq, capacity, delivery_geography, keywords, limit, canonical_concept_id, preferred_language, source_language.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

search_suppliers

31 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 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: product, specification, hs_cn_code, country, certification, moq, capacity, delivery_geography, keywords, limit, canonical_concept_id, preferred_language, source_language.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

get_agent_conversation

33 / 100Rain

Purpose
13 / 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: thread_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: thread_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_agent_conversation

34 / 100Rain

Purpose
17 / 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: text, language, client_message_id, request_key, consent, represented_company.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: client_message_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

reply_to_agent_conversation

37 / 100Rain

Purpose
17 / 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: text, language, client_message_id, revision, thread_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: client_message_id, thread_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_manufacturer_draft

37 / 100Rain

Purpose
17 / 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: draft_id, revision, profile.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: draft_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

register_manufacturer_interest

39 / 100Rain

Purpose
17 / 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: idempotency_key, consent, consent.explicitly_authorized, consent.purpose, consent.statement, company_name, company_name.original, company_name.language, company_name.canonical, company_name.canonical_authority, company_name.translated_views.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument consent.explicitly_authorized is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

get_public_company_profile

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 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: record_id.param_no_description
  • Minor
    Its description is nearly the same as get_public_product_profile's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use get_public_product_profile instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: record_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_public_product_profile

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 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: record_id.param_no_description
  • Minor
    Its description is nearly the same as get_public_company_profile's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use get_public_company_profile instead.confusable_pair
  • Minor
    Required identifiers whose description does not say where the value comes from: record_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_manufacturer_draft

42 / 100Cloudy

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

list_network_intents

46 / 100Cloudy

Purpose
14 / 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
    Its description is nearly the same as discover_network_intents's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use discover_network_intents instead.confusable_pair
  • Minor
    Its description is nearly the same as initiate_network_request's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use initiate_network_request instead.confusable_pair
  • Minor
    Its description is nearly the same as list_network_requests's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use list_network_requests instead.confusable_pair
  • Minor
    Its description is nearly the same as get_network_request's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use get_network_request instead.confusable_pair
  • Minor
    Its description is nearly the same as respond_to_network_request's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use respond_to_network_request instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

list_network_requests

46 / 100Cloudy

Purpose
14 / 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
    Its description is nearly the same as list_network_intents's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use list_network_intents instead.confusable_pair
  • Minor
    Its description is nearly the same as discover_network_intents's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use discover_network_intents instead.confusable_pair
  • Minor
    Its description is nearly the same as initiate_network_request's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use initiate_network_request instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

external_business_handshake

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: message_id, content, intent, product, geography, quantity, represented_company, authority, identity_disclosure, external_thread_reference, public_data_only, session_id.param_no_description
  • Minor
    The meaning of the boolean argument public_data_only is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: message_id, session_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_external_agent_entrypoint

49 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
25 / 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
    Says nothing about what it returns.no_return_info

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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