com.mudko/agent-ready-kit: tool descriptions scored

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://mudko.com/api/mcp
Homepage: mudko.com
Repository: github.com/lmno100/mudko
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how com.mudko/agent-ready-kit'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.mudko/agent-ready-kit

Average score: 70.7 / 100Clear
Tools: 26
Near-identical descriptions: 0

Across the server

Minor
26 tools. Above 25, models start to tell tools apart less well.many_tools

Tools

verify_deployment

48 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

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

detect_platform

55 / 100Cloudy

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

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

refine_quote

55 / 100Cloudy

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

Major
Arguments without a description: quote_id, additional_context, additional_context.organization_type, additional_context.use_case_summary, additional_context.decision_stage, additional_context.budget_signal, additional_constraints, additional_constraints.requires_refundability, additional_constraints.compliance_requirements, additional_constraints.geography.param_no_description
Minor
String arguments with no constraint or example: quote_id, additional_context.organization_type, additional_context.use_case_summary, additional_context.decision_stage, additional_context.budget_signal, additional_constraints.geography.loose_string_param
Minor
The meaning of the boolean argument additional_constraints.requires_refundability is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: quote_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

verify_credentials

57 / 100Cloudy

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

Major
Arguments without a description: compliance_filter.param_no_description
Minor
No `required` list, so every argument is optional.no_required

scan_site

58 / 100Cloudy

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

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

clarifying_questions

60 / 100Cloudy

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

Major
Arguments without a description: quote_id, max_questions.param_no_description
Minor
String arguments with no constraint or example: quote_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: quote_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

tier_selector

60 / 100Cloudy

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

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

create_proposal

62 / 100Cloudy

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

Major
Arguments without a description: quote_id, user_consent_scope, selected_tier, checkout_protocol.param_no_description
Minor
String arguments with no constraint or example: quote_id, selected_tier.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: quote_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_customer_files

66 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 9 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: siteName, description, phone, category, primaryToolName, primaryToolDescription.param_no_description
Minor
String arguments with no constraint or example: siteName, description, phone, category, primaryToolName, primaryToolDescription.loose_string_param

get_citation_report

70 / 100Clear

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

No issues.

run_site_audit

70 / 100Clear

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

No issues.

generate_files

71 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 9 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: siteName, description, phone, category, primaryToolDescription.param_no_description
Minor
String arguments with no constraint or example: siteName, description, phone, category, primaryToolDescription.loose_string_param

get_bazaar_listing_kit

72 / 100Clear

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

Minor
Arguments without a description: stack.param_no_description

check_bazaar_listing

73 / 100Clear

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

No issues.

request_quote

73 / 100Clear

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

Major
Arguments without a description: service_request, service_request.natural_language_description, service_request.service_category, service_request.timeline_preference, service_request.intent_expiry, buyer_context, buyer_context.organization_type, buyer_context.use_case_summary, buyer_context.decision_stage, buyer_context.budget_signal, constraints, constraints.requires_refundability, constraints.compliance_requirements, constraints.geography, calling_agent, calling_agent.agent_id, calling_agent.user_consent_scope.param_no_description
Minor
String arguments with no constraint or example: service_request.natural_language_description, service_request.service_category, service_request.timeline_preference, service_request.intent_expiry, buyer_context.use_case_summary, buyer_context.budget_signal, constraints.geography, calling_agent.agent_id.loose_string_param
Minor
The meaning of the boolean argument constraints.requires_refundability is unclear.vague_boolean

start_checkout

75 / 100Clear

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

No issues.

validate_x402_endpoint

75 / 100Clear

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

No issues.

start_agent_ready_setup

77 / 100Clear

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

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

submit_lead

78 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

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

summarize_scan_for_humans

78 / 100Clear

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

No issues.

analyze_business_vertical

80 / 100Clear

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

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

recommend_tool_names

80 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

create_bazaar_listing

81 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

No issues.

get_pricing_tiers

82 / 100Clear

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

No issues.

list_payable_apis

87 / 100Clear

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

No issues.

request_invoice

95 / 100Clear

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