# Odile Gate (com.odilelabs/gate): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.odilelabs%2Fgate/versions/latest)
- Connected to: https://gate.odilelabs.com/mcp
- Homepage: https://gate.odilelabs.com/
- Scoring rules: v2
- Tools: 29
- Average: 61.9 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Odile Gate (com.odilelabs/gate)'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: 29 tools. Above 25, models start to tell tools apart less well.

## Tools

- `gate_explain_refusal`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: reason.
  - Minor: Says nothing about what it returns.
- `gate_set_app_runs`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: mode.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_list_actions`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_delegate_run`: 52 / 100
  - Major: Arguments without a description: actions, actions[].rule, actions[].max, actions[].approval, ttl_seconds, max_calls.
  - Minor: String arguments with no constraint or example: actions[].rule.
  - Minor: The meaning of the boolean argument actions[].approval is unclear.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_list_apps`: 54 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_revoke_member`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_check_setup`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `gate_openshell_setup`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `gate_revoke_app`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `gate_add_approver`: 57 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_set_models`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_sync_declarative`: 57 / 100
  - Minor: Says nothing about what it returns.
- `gate_validate_config`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `gate_learn_suggestions`: 60 / 100
  - Minor: String arguments with no constraint or example: app.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_create_run`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: actions[].rule, actions[].max, actions[].approval.
  - Minor: String arguments with no constraint or example: actions[].rule.
  - Minor: The meaning of the boolean argument actions[].approval is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_invite_member`: 62 / 100
  - Minor: Arguments without a description: role.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_list_members`: 62 / 100
  - Minor: Says nothing about what it returns.
- `gate_revoke_run`: 62 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id, run_id. Name the tool or the place that returns it, or models look it up first.
- `gate_rotate_app_key`: 62 / 100
  - Minor: Says nothing about what it returns.
- `gate_set_response`: 65 / 100
  - Minor: Arguments without a description: allow.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_audit_proof`: 68 / 100
  - Minor: Arguments without a description: from, to.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_audit_verify`: 69 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_audit`: 71 / 100
- `gate_create_project`: 72 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `gate_create_app`: 74 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_run_tree`: 74 / 100
  - Minor: String arguments with no constraint or example: run_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id, run_id. Name the tool or the place that returns it, or models look it up first.
- `gate_update_app`: 78 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.
- `gate_metrics`: 79 / 100
- `gate_run_timeline`: 79 / 100
  - Minor: String arguments with no constraint or example: run_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: project_id, run_id. Name the tool or the place that returns it, or models look it up first.

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