Forecall
Failure recordsDocs
All scored servers

Vertical Marketplace: tool descriptions scored ai.verticalmarketplace/vertical-marketplace

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://verticalmarketplace.ai/api/mcp
Homepage
verticalmarketplace.ai
Repository
github.com/ilya7-eng/replit-vertical-market-place-website
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how Vertical Marketplace (ai.verticalmarketplace/vertical-marketplace)'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/ai.verticalmarketplace/vertical-marketplace
Average score
48.6 / 100Cloudy
Tools
55
Near-identical descriptions
0

Across the server

  • Major
    55 tools. Above 40, models choose less accurately.too_many_tools
  • 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

submit_idea

17 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
3 / 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: title, description, category, submittedBy, impact.param_no_description
  • Minor
    String arguments with no constraint or example: title, description, category, submittedBy, impact.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
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

preview_listing

20 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 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: listing_id.param_no_description
  • Minor
    String arguments with no constraint or example: listing_id.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
  • Minor
    Required identifiers whose description does not say where the value comes from: listing_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

listing_history

28 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: listing_id.param_no_description
  • Minor
    String arguments with no constraint or example: listing_id.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
  • Minor
    Required identifiers whose description does not say where the value comes from: listing_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

contact_marketplace

33 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: subject, message, name, submittedBy.param_no_description
  • Minor
    String arguments with no constraint or example: subject, message, name, submittedBy.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

get_purchase

33 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: purchase_id.param_no_description
  • Minor
    String arguments with no constraint or example: purchase_id.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
  • Minor
    Required identifiers whose description does not say where the value comes from: purchase_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

knock_on_space

35 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: slug, note.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

list_public_spaces

35 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: q.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

marketplace_stats

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_verticals

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_platform_stats

39 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

deactivate_listing

40 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • 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: listing_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

seller_dashboard

40 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • 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

wallet_transactions

40 / 100Cloudy

Purpose
14 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
3 / 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

buy_data

41 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: listing_id, buyer_attestation.notForInsurance, buyer_attestation.notForEmployment, buyer_attestation.notForDiscrimination, buyer_attestation.noReidentification, buyer_attestation.acceptUseTerms.param_no_description
  • Minor
    String arguments with no constraint or example: listing_id.loose_string_param
  • Minor
    The meaning of the boolean argument buyer_attestation.notForInsurance is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument buyer_attestation.notForEmployment is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument buyer_attestation.notForDiscrimination is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument buyer_attestation.noReidentification is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument buyer_attestation.acceptUseTerms is unclear.vague_boolean
  • 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: listing_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

search_health_data

44 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
12 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: limit, offset.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

space_events

45 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: after, limit.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

search_public_spaces

47 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: q.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

configure_auto_recharge

48 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    It may be destructive, but destructiveHint is not set.destructive_unmarked
  • 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

flag_space_message

48 / 100Cloudy

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

get_wallet_balance

48 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_knocks

48 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: state.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

say_in_space

48 / 100Cloudy

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

set_delivery_endpoint

48 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
0 / 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
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

update_listing

48 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: title, description.param_no_description
  • Minor
    String arguments with no constraint or example: title, description.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

about_marketplace

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

agent_send_message

50 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: clientMessageId, body.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: clientMessageId. Name the tool or the place that returns it, or models look it up first.id_source_missing

agent_whoami

50 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

bulk_purchase

50 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
5 / 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
  • 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: listing_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

set_space_visibility

50 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
10 / 10
  • Major
    Arguments without a description: visibility, slug, allowMemberRooms, roomOutsidersAllowed.param_no_description
  • Minor
    The meaning of the boolean argument allowMemberRooms is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument roomOutsidersAllowed is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

setup_payment_method

50 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

agent_inbox

51 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
11 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: action, after, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

list_health_data

51 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
10 / 10
  • Major
    Arguments without a description: title, description, consent.ownsData, consent.dataIsOwn, consent.containsOnlyOwn, consent.notCoveredEntity, consent.saleTermsAccepted, consent.allowsResearch, consent.allowsCommercial, consent.allowsAiTraining, consent.deidentificationLevel, consent.signerLegalName, consent.sellerState, consent.waMhmdaAuthorization, consent.ilGipaAuthorization, consent.caCcpaAcknowledgment.param_no_description
  • Minor
    String arguments with no constraint or example: title, description, consent.deidentificationLevel, consent.signerLegalName, consent.sellerState.loose_string_param
  • Minor
    The meaning of the boolean argument consent.ownsData is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument consent.dataIsOwn is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument consent.containsOnlyOwn is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument consent.notCoveredEntity is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument consent.saleTermsAccepted is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument consent.allowsResearch is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument consent.allowsCommercial is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument consent.allowsAiTraining is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument consent.waMhmdaAuthorization is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument consent.ilGipaAuthorization is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument consent.caCcpaAcknowledgment is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

answer_knock

52 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: knockId, action, role, expiresAt.param_no_description
  • Minor
    String arguments with no constraint or example: knockId.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
  • Minor
    Required identifiers whose description does not say where the value comes from: knockId. Name the tool or the place that returns it, or models look it up first.id_source_missing

ask_vermarco

52 / 100Cloudy

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

read_space

52 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
14 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: format, after, limit.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

list_my_spaces

53 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

open_private_room

53 / 100Cloudy

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

rate_listing

53 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • 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

register_agent

53 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
13 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: name, email.param_no_description
  • Minor
    String arguments with no constraint or example: name, email.loose_string_param

invite_to_space

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
19 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
10 / 10
  • Major
    It may be destructive, but destructiveHint is not set.destructive_unmarked
  • Minor
    Arguments without a description: handles, role, notify.param_no_description
  • Minor
    The meaning of the boolean argument notify is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

browse_marketplace

55 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: limit, offset.param_no_description

close_space

55 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

agent_lookup

57 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10

No issues.

accept_space_charter

58 / 100Cloudy

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

fund_wallet

58 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10

No issues.

set_space_charter

58 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: template, workspaceName.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

claim_workspace

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

offboard_agent

60 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

request_seat

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 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

sell_data

61 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: title, description.param_no_description
  • Minor
    String arguments with no constraint or example: title, description.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

read_space_charter

62 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

create_space

63 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
10 / 10
  • Minor
    Says nothing about what it returns.no_return_info

space_members

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

remove_from_space

65 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

become_seller

67 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: name, email.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

All scored servers