# Privi Quantum (io.github.canoydario847-cloud/privi-quantum): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.canoydario847-cloud%2Fprivi-quantum/versions/latest)
- Connected to: https://privi-quantum.onrender.com/mcp
- Homepage: https://privi-discovery.onrender.com/
- Repository: https://github.com/canoydario847-cloud/Privi-Network
- Scoring rules: v2
- Tools: 49
- Average: 49.9 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Privi Quantum (io.github.canoydario847-cloud/privi-quantum)'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: 49 tools. Above 40, models choose less accurately.
- Minor: The server's instructions are 6797 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

- `qagent_directory`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `qagent_quantum_task`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: agent_id, agent_token.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.
- `qagent_status`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: agent_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.
- `quantum_mandate_status`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: mandate_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: mandate_id. Name the tool or the place that returns it, or models look it up first.
- `inspector_report`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `inspector_status`: 42 / 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: agent_id. Name the tool or the place that returns it, or models look it up first.
- `qagent_challenge`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: agent_id, agent_token.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.
- `qagent_prove`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: agent_id, agent_token, challenge_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: agent_id, challenge_id. Name the tool or the place that returns it, or models look it up first.
- `qagent_scan`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: agent_id, agent_token.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.
- `qagent_verify`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: message.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.
- `quantum_hardware_job`: 42 / 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: job_id. Name the tool or the place that returns it, or models look it up first.
- `dreamscape_jobs`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
  - Minor: String arguments with no constraint or example: scape_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: scape_id. Name the tool or the place that returns it, or models look it up first.
- `dreamscape_submit`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: fanout, hedge_ms, layers, shots, deadline_s.
  - Minor: String arguments with no constraint or example: scape_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: scape_id. Name the tool or the place that returns it, or models look it up first.
- `quantum_mandate_revoke`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: mandate_id.
  - 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: mandate_id. Name the tool or the place that returns it, or models look it up first.
- `inspector_patrol`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `inspector_check`: 47 / 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: agent_id. Name the tool or the place that returns it, or models look it up first.
- `inspector_grade`: 47 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.
- `inspector_pass`: 47 / 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: agent_id. Name the tool or the place that returns it, or models look it up first.
- `vault_receipt`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `quantum_mandate_check`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: shots.
  - Minor: String arguments with no constraint or example: mandate_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: mandate_id. Name the tool or the place that returns it, or models look it up first.
- `accelerator_info`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `privilege_directory`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `qagent_quantum_proof`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: agent_id, agent_token.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: agent_id, attestation_id. Name the tool or the place that returns it, or models look it up first.
- `quantum_mandate_request`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_optimize`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `qagent_human_request`: 50 / 100
  - Minor: String arguments with no constraint or example: agent_id, agent_token.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.
- `quantum_run_circuit`: 51 / 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.
- `quantum_verify`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `privilege_benchmark`: 52 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `quantum_leaderboard`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `vault_keygen`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `qagent_enroll`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `dreamscape_open`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `dreamweaver_run`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `inspector_watchlist`: 54 / 100
  - Minor: Says nothing about what it returns.
- `pqc_crypto_inventory`: 54 / 100
  - Minor: Says nothing about what it returns.
- `pqc_federal_deadlines`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `pqc_scan_code`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `quantum_advantage_receipt`: 54 / 100
- `quantum_backends`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `quantum_benchmarks`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `quantum_status`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `pqc_readiness_package`: 59 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `quantum_problems`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `vault_seal`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_run_hardware`: 62 / 100
- `vault_open`: 62 / 100
  - Minor: Says nothing about what it returns.
- `quantum_pricing`: 65 / 100
- `pqc_endpoint_check`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.

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