sebbi.pro - the proof layer for AI: tool descriptions scored pro.sebbi/governance

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://sebbi.pro/mcp
Homepage: sebbi.pro
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how sebbi.pro - the proof layer for AI (pro.sebbi/governance)'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/pro.sebbi/governance

Average score: 47.5 / 100Cloudy
Tools: 20
Near-identical descriptions: 0

Across the server

Minor
The server's instructions are 3477 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

sebbi_insurer_level

30 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 3 / 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: api_key.param_no_description
Minor
String arguments with no constraint or example: api_key.loose_string_param
Minor
Says nothing about what it returns.no_return_info

sebbi_billing_link

34 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 3 / 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: email, devices, product.param_no_description
Minor
String arguments with no constraint or example: email, product.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

sebbi_test_decision

34 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 3 / 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: api_key, action, amount, country, user_id.param_no_description
Minor
String arguments with no constraint or example: api_key, action, country, user_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

sebbi_court_pack

37 / 100Rain

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

sebbi_enforce_create

39 / 100Rain

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

Major
Arguments without a description: api_key, name, trigger, actions, mode, cooldown_seconds.param_no_description
Minor
String arguments with no constraint or example: api_key, name.loose_string_param
Minor
Says nothing about what it returns.no_return_info

sebbi_banking_pay_check

41 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 9 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: api_key, customer_ref, amount, payee_ref, payee_new, cop_result, direction, expected_monthly_turnover, expected_max_payment, account_opened, remote_access, customer_on_call, crypto_or_investment, new_device, vulnerable.param_no_description
Minor
String arguments with no constraint or example: api_key, customer_ref, payee_ref, cop_result, direction, account_opened.loose_string_param
Minor
The meaning of the boolean argument payee_new is unclear.vague_boolean
Minor
The meaning of the boolean argument remote_access is unclear.vague_boolean
Minor
The meaning of the boolean argument customer_on_call is unclear.vague_boolean
Minor
The meaning of the boolean argument crypto_or_investment is unclear.vague_boolean
Minor
The meaning of the boolean argument new_device is unclear.vague_boolean
Minor
The meaning of the boolean argument vulnerable is unclear.vague_boolean
Minor
Says nothing about what it returns.no_return_info

sebbi_jugular_check

42 / 100Cloudy

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

Major
Arguments without a description: id.param_no_description
Minor
String arguments with no constraint or example: id.loose_string_param
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

sebbi_notarize

44 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: digests, api_key.param_no_description
Minor
String arguments with no constraint or example: api_key.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

sebbi_create_account

46 / 100Cloudy

Purpose: 17 / 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: name, email, company, product.param_no_description
Minor
String arguments with no constraint or example: name, email, company, terms_version.loose_string_param

sebbi_setup_advice

46 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 14 / 25
Return value: 0 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Arguments without a description: api_key.param_no_description
Minor
String arguments with no constraint or example: api_key.loose_string_param
Minor
Says nothing about what it returns.no_return_info

sebbi_spend_request

46 / 100Cloudy

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

Major
Arguments without a description: api_key, agent, payee, reason, currency.param_no_description
Minor
String arguments with no constraint or example: api_key, agent, payee, reason, currency.loose_string_param

sebbi_ask_why

50 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 6 / 25
Return value: 7 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: company, company_domain, decision_type, jurisdiction, what_happened, your_name, your_contact, account_ref, representations.param_no_description
Minor
String arguments with no constraint or example: company, company_domain, what_happened, decision_date, your_name, your_contact, account_ref, representations.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

sebbi_forensic_replay

51 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 15 / 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
Arguments without a description: api_key.param_no_description
Minor
String arguments with no constraint or example: api_key.loose_string_param

sebbi_overview

52 / 100Cloudy

Purpose: 17 / 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

sebbi_find_checks

54 / 100Cloudy

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

sebbi_run_everything

56 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 15 / 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

sebbi_tools

59 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 15 / 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

sebbi_verify_chain

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

sebbi_terms

61 / 100Cloudy

Purpose: 14 / 20
When to use: 5 / 20
Arguments: 25 / 25
Return value: 7 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

No issues.

sebbi_tool

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

No issues.

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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