# Tyton (com.usetyton/tyton): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.usetyton%2Ftyton/versions/latest)
- Connected to: https://mcp.usetyton.com/mcp
- Homepage: https://usetyton.com/
- Repository: https://github.com/usetyton/tyton-mcp
- Scoring rules: v2
- Tools: 27
- Average: 54.0 / 100 (Cloudy)
- Near-identical pairs: 0

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.

## Across the server

- Minor: 27 tools. Above 25, models start to tell tools apart less well.
- 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.

## Tools

- `delete_connected_project`: 39 / 100
  - Major: Arguments without a description: confirmed, expected_url.
  - Minor: The meaning of the boolean argument confirmed is unclear.
  - Minor: Says nothing about what it returns.
- `save_audit_to_project`: 39 / 100
  - Major: Arguments without a description: report_url.
  - Minor: Says nothing about what it returns.
- `approve_and_start_conversion_plan`: 44 / 100
  - 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.
  - Minor: The meaning of the boolean argument confirmed is unclear.
  - Minor: The meaning of the boolean argument customer_confirmation.proposal_presented is unclear.
  - Minor: The meaning of the boolean argument customer_confirmation.business_outcomes_confirmed is unclear.
  - Minor: Says nothing about what it returns.
  - 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.
- `get_signup_status`: 44 / 100
  - Major: Arguments without a description: request_id, poll_token.
  - 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.
- `stage_conversion_installation`: 44 / 100
  - Major: Arguments without a description: revision, digest, generation, bindings, bindings[].conversionId, bindings[].targetId, bindings[].source.
  - Minor: Says nothing about what it returns.
- `start_signup`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: audit_id, audit_key, customer_approved, client.
  - Minor: The meaning of the boolean argument customer_approved is unclear.
- `approve_conversion_plan`: 47 / 100
  - 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.
  - Minor: The meaning of the boolean argument confirmed is unclear.
  - Minor: The meaning of the boolean argument customer_confirmation.proposal_presented is unclear.
  - Minor: The meaning of the boolean argument customer_confirmation.business_outcomes_confirmed is unclear.
  - Minor: Says nothing about what it returns.
- `begin_audit`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: url.
- `verify_install`: 48 / 100
  - Minor: Arguments without a description: url.
  - Minor: Says nothing about what it returns.
- `propose_conversion_plan`: 49 / 100
  - 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.
  - Minor: The meaning of the boolean argument document.conversions[].enabled is unclear.
  - 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.
- `read_conversion_plan`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `read_docs`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: topic.
- `check_live_setup`: 53 / 100
  - Major: Arguments without a description: installation_id, events, events[].source.
  - Minor: Says nothing about what it returns.
  - 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.
- `record_audit_runtime`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: url, observed_at, consent_state, checks, checks[].check, checks[].state, checks[].evidence_type.
  - Minor: The description mentions none of its 3 or more arguments.
- `read_conversion_installation`: 57 / 100
  - Minor: Says nothing about what it returns.
- `setup_status`: 57 / 100
  - Minor: Says nothing about what it returns.
- `tracking_status`: 57 / 100
  - Minor: Says nothing about what it returns.
- `read_audit`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: audit_id, audit_key.
  - Minor: The description mentions none of its 3 or more arguments.
  - 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.
- `record_audit_context`: 58 / 100
  - 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.
- `audit_site`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `setup_tracking`: 62 / 100
- `connect`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_setup_progress`: 64 / 100
- `setup_server`: 64 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `save_capi_token`: 66 / 100
  - Major: Arguments without a description: pixel_id, capi_token.
  - 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.
- `submit_findings`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: not_applicable[].check, not_applicable[].reason.
- `get_sdk_installation`: 69 / 100

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](https://forecall.dev/en/servers)