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KeyVex: tool descriptions scored com.keyvex/keyvex

tools/list taken
(UTC)
Connected to
https://mcp.keyvex.com
Homepage
keyvex.com
Scoring rules
v2
Score this URL as it is today

Scores, issues and names only

This page shows how KeyVex (com.keyvex/keyvex)'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.keyvex/keyvex
Average score
73.8 / 100Clear
Tools
64
Near-identical descriptions
0

Across the server

  • Major
    64 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

get_alerts

59 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • 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_cftc_cot_reports

59 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 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

get_lobbyist_contributions

62 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 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

get_federal_register_documents

67 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_company_profile

68 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_treasury_auctions

68 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: until.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

get_insider_filings

69 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_member_profile

69 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_nonprofit_filings

69 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 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

get_nport_filings

69 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_reg_a_offerings

69 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_registration_statements

69 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_sec_fails_to_deliver

69 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_tender_offers

69 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • 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

get_activist_stakes

70 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_bills

70 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_enforcement_actions

70 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description is long (551 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required

get_fda_approvals

70 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_government_publications

70 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_insider_holdings

70 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_proxy_filings

70 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_screening_list

70 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_crowdfunding_offerings

72 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_epa_enforcement

73 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_fec_candidate_profile

73 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_ferc_filings

73 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_h1b_filings

73 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_material_events

73 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_bank_financials

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_corporate_patents

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_fec_disbursements

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_money_market_funds

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_oig_exclusions

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: until.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

get_osha_enforcement

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_sec_comment_letters

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_aircraft_registry

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_congressional_trades

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • 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

get_delistings

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_fec_independent_expenditures

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_foreign_agents

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_institutional_holdings

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_nlrb_cases

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_ofac_sdn

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_product_recalls

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description is long (641 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required

get_consumer_complaints

77 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: sub_product, until.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

get_fema_disasters

77 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_fund_holdings

77 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (522 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required

get_open_payments

77 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_annual_financial_disclosures

78 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • 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

get_fundamentals

78 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: until.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated

get_lobbying_filings

78 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_roll_call_votes

78 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_planned_insider_sales

79 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description is long (516 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required

get_economic_indicators

80 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (465 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required

get_investment_advisers

80 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_intraday_quote

81 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description is long (469 words). It helps selection but costs steps and tokens.too_long

unified_search

81 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (450 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required

get_daily_prices

82 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10

No issues.

get_drug_adverse_events

82 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_federal_contracts

82 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_federal_grants

82 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_private_placements

82 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

get_fec_contributions

83 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (592 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required

get_insider_transactions

83 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (2562 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required

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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