# ai.geodesiclabs/governance-platform: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.geodesiclabs%2Fgovernance-platform/versions/latest)
- Connected to: https://app.geodesiclabs.ai/mcp
- Scoring rules: v2
- Tools: 37
- Average: 49.1 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how ai.geodesiclabs/governance-platform'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: 37 tools. Above 25, models start to tell tools apart less well.
- Minor: The server's instructions are 2229 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

- `approve_rule`: 33 / 100
  - Major: The description only restates the name (9 words).
  - 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.
  - Minor: Required identifiers whose description does not say where the value comes from: rule_id. Name the tool or the place that returns it, or models look it up first.
- `recent_inference_decisions`: 35 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `list_api_keys`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `account_status`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `forecast`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `rotate_api_key`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `verify_certificate`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `counterfactual`: 44 / 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.
- `discover_patterns`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_inference_trace`: 44 / 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.
  - Minor: Required identifiers whose description does not say where the value comes from: inference_id. Name the tool or the place that returns it, or models look it up first.
- `load_rule_pack`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `delete_api_key`: 45 / 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.
- `geometric_confidence`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `handoff_audit`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `delete_blueprint`: 47 / 100
  - Minor: Says nothing about what it returns.
- `list_blueprints`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `repair_path`: 48 / 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.
- `analyze_anomaly`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `profile_blueprint_robustness`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `reject_rule`: 49 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: rule_id. Name the tool or the place that returns it, or models look it up first.
- `compare_semantic_equivalence`: 50 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `check_drift`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
- `submit_chain_stage`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
- `update_blueprint`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The meaning of the boolean argument require_math is unclear.
  - Minor: The meaning of the boolean argument require_coherence is unclear.
  - Minor: Says nothing about what it returns.
- `validate_repair`: 52 / 100
  - Minor: Says nothing about what it returns.
- `verify_replay`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_execution_trace`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `validate`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `authorize_execution`: 55 / 100
  - Minor: Says nothing about what it returns.
- `check_blueprint_health`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `create_chain`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `decompose_failure`: 57 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `govern_inference`: 57 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: inference_id. Name the tool or the place that returns it, or models look it up first.
- `structural_types`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `create_blueprint`: 63 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument require_math is unclear.
  - Minor: The meaning of the boolean argument require_coherence is unclear.
- `repair`: 63 / 100
- `check_realization`: 64 / 100
  - Minor: Says nothing about what it returns.

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