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Tyton: tool descriptions scored com.usetyton/tyton

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

Scores, issues and names only

This page shows how Tyton (com.usetyton/tyton)'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.usetyton/tyton
Average score
54.0 / 100Cloudy
Tools
27
Near-identical descriptions
0

Across the server

  • Minor
    27 tools. Above 25, models start to tell tools apart less well.many_tools
  • Minor
    The server's instructions are 8907 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

delete_connected_project

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: confirmed, expected_url.param_no_description
  • Minor
    The meaning of the boolean argument confirmed is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

save_audit_to_project

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: report_url.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

approve_and_start_conversion_plan

44 / 100Cloudy

Purpose
17 / 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: revision, digest, request_id, confirmed, customer_confirmation, customer_confirmation.source, customer_confirmation.proposal_presented, customer_confirmation.business_outcomes_confirmed, customer_confirmation.scope.param_no_description
  • Minor
    The meaning of the boolean argument confirmed is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument customer_confirmation.proposal_presented is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument customer_confirmation.business_outcomes_confirmed 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: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_signup_status

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: request_id, poll_token.param_no_description
  • 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

stage_conversion_installation

44 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: revision, digest, generation, bindings, bindings[].conversionId, bindings[].targetId, bindings[].source.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

start_signup

45 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
11 / 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: audit_id, audit_key, customer_approved, client.param_no_description
  • Minor
    The meaning of the boolean argument customer_approved is unclear.vague_boolean

approve_conversion_plan

47 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: revision, digest, confirmed, customer_confirmation, customer_confirmation.source, customer_confirmation.proposal_presented, customer_confirmation.business_outcomes_confirmed, customer_confirmation.scope.param_no_description
  • Minor
    The meaning of the boolean argument confirmed is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument customer_confirmation.proposal_presented is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument customer_confirmation.business_outcomes_confirmed is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

begin_audit

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
15 / 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: url.param_no_description

verify_install

48 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: url.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

propose_conversion_plan

49 / 100Cloudy

Purpose
17 / 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: expected_revision, request_id, document, document.schemaVersion, document.revision, document.conversions, document.conversions[].id, document.conversions[].label, document.conversions[].enabled, document.conversions[].eventName, document.conversions[].targets, document.conversions[].targets[].id, document.conversions[].targets[].label, document.conversions[].targets[].origin, document.conversions[].targets[].path, document.conversions[].success, document.conversions[].success.kind, document.conversions[].success.description.param_no_description
  • Minor
    The meaning of the boolean argument document.conversions[].enabled is unclear.vague_boolean
  • 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

read_conversion_plan

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

read_docs

50 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 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
  • Minor
    Arguments without a description: topic.param_no_description

check_live_setup

53 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: installation_id, events, events[].source.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: installation_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

record_audit_runtime

56 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
15 / 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: url, observed_at, consent_state, checks, checks[].check, checks[].state, checks[].evidence_type.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

read_conversion_installation

57 / 100Cloudy

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

setup_status

57 / 100Cloudy

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

tracking_status

57 / 100Cloudy

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

read_audit

58 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
15 / 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
    Arguments without a description: audit_id, audit_key.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Required identifiers whose description does not say where the value comes from: audit_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

record_audit_context

58 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: url, answers, answers.conversion_goal.value, answers.conversion_goal.source, answers.marketing_site.value, answers.marketing_site.source, answers.app_backend.value, answers.app_backend.source, answers.repository_scope.value, answers.repository_scope.source, answers.consent_expectation.value, answers.consent_expectation.source, answers.access_limitations.value, answers.access_limitations.source, answers.audit_scope.value, answers.audit_scope.source, answers.audit_scope.scope_choice, answers.availability_expectation.value, answers.availability_expectation.source, answers.availability_expectation.availability_choice.param_no_description

audit_site

62 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
15 / 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

setup_tracking

62 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

connect

64 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 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

get_setup_progress

64 / 100Cloudy

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

No issues.

setup_server

64 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
7 / 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

save_capi_token

66 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: pixel_id, capi_token.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: pixel_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

submit_findings

66 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
15 / 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: not_applicable[].check, not_applicable[].reason.param_no_description

get_sdk_installation

69 / 100Cloudy

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