# Council of AI GSPC (free) (ai.councilof/gspc-free): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.councilof%2Fgspc-free/versions/latest)
- Connected to: https://councilof.ai/mcp/free
- Homepage: https://councilof.ai/
- Scoring rules: v2
- Tools: 48
- Average: 60.2 / 100 (Cloudy)
- Near-identical pairs: 561

This page shows how Council of AI GSPC (free) (ai.councilof/gspc-free)'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

- Major: 48 tools. Above 40, models choose less accurately.
- Minor: 561 pairs with nearly the same description in all; the top 12 are shown.
- Major: 36 tools repeat the same note (31 words). Say it once in the server's instructions, and let each description say what only that tool does. The note does not count toward the tools' scores.

## Tools

- `get_card`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_affect`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_ai-adoption-components`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_art5-safeguard`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_care`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_claim-maintenance`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_company-practice`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_conformance`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_continuity`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_cross-reality`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_custody-disclosure`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_detector-interop`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_distribution-integrity`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_effect-binding`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_governance`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_harness-fidelity`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_humanoid-deployment`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_humanoid-labour-index`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_interop-conformance`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_interpretability-reproducibility`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_jail`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_lab-practice`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_labour-components`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_machinery-conformity`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_measurer-integrity`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_openness`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_provenance`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_provenance-controls`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_regulator-transparency`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_regulatory-framework`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_reserve-attestation`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_safety`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_serving-fidelity`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_swarm`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `axis_watchdog-ingest`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_axis`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `verify_inclusion`: 60 / 100
- `x402_trust`: 65 / 100
- `verify_capsule`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `mcp_trust`: 68 / 100
- `evidence_bundle_preview`: 69 / 100
- `list_cards`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `measurement_index`: 70 / 100
- `route`: 70 / 100
  - Major: Arguments without a description: needs_write, candidates[].id, candidates[].kind, candidates[].provider, candidates[].model, candidates[].region, candidates[].cost_declared, candidates[].latency_declared_ms, candidates[].read_only, candidates[].destructive, candidates[].paid, candidates[].data_class_allowed, policy.presets, policy.forbid_providers, policy.allow_kinds, policy.confirm_destructive, policy.caller_wallet, objective, objective.weights, objective.weights.quality, objective.weights.cost, objective.weights.latency.
  - Minor: String arguments with no constraint or example: candidates[].id, candidates[].provider, candidates[].model, candidates[].region.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument needs_write is unclear.
  - Minor: The meaning of the boolean argument candidates[].read_only is unclear.
  - Minor: The meaning of the boolean argument candidates[].destructive is unclear.
  - Minor: The meaning of the boolean argument candidates[].paid is unclear.
  - Minor: The meaning of the boolean argument policy.confirm_destructive is unclear.
  - Minor: The meaning of the boolean argument policy.caller_wallet is unclear.
- `board_totals`: 71 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_root`: 75 / 100
- `server_evidence`: 75 / 100
- `verify_card`: 82 / 100

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