# WAI Quantum job service (science.transaction.wai/quantum-jobs): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/science.transaction.wai%2Fquantum-jobs/versions/latest)
- Connected to: https://wai.transaction.science/quantum-jobs/mcp
- Homepage: https://wai.transaction.science/quantum-run/
- Scoring rules: v2
- Tools: 21
- Average: 56.8 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how WAI Quantum job service (science.transaction.wai/quantum-jobs)'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: The server's instructions are 3842 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

- `classical_shortcuts`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: qasm.
  - Minor: String arguments with no constraint or example: qasm.
- `check_equivalent`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: a, b.
  - Minor: String arguments with no constraint or example: a, b.
- `critique_qasm`: 40 / 100
  - Major: Arguments without a description: qasm.
  - Minor: String arguments with no constraint or example: qasm.
- `improve_qasm`: 40 / 100
  - Major: Arguments without a description: qasm.
  - Minor: String arguments with no constraint or example: qasm.
- `get_quantum_job`: 47 / 100
  - Major: Arguments without a description: id.
  - Minor: String arguments with no constraint or example: id.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `verify_quantum_receipt`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: request, result.
- `dry_run_quantum_job`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: noise.depolarizing_1q, noise.depolarizing_2q, noise.amplitude_damping, noise.dephasing, noise.readout.
  - Minor: No `required` list, so every argument is optional.
- `qec_threshold`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: seed.
  - Minor: No `required` list, so every argument is optional.
- `show_target`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: view.
  - Minor: The meaning of the boolean argument view is unclear.
- `qasm_diagnostics`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
- `quantum_service_info`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `estimate_resources`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `list_targets`: 62 / 100
- `quantum_circuit_examples`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `run_on_target`: 63 / 100
  - Minor: Arguments without a description: noise.depolarizing_1q, noise.depolarizing_2q, noise.amplitude_damping, noise.dephasing, noise.readout.
- `compile_qasm`: 65 / 100
  - Minor: Arguments without a description: qasm.
  - Minor: String arguments with no constraint or example: qasm.
  - Minor: The description mentions none of its 3 or more arguments.
- `qec_decode`: 67 / 100
  - Minor: Arguments without a description: memory.distance, memory.rounds, memory.p, window.commit, window.buffer, window.budget_ns.
  - Minor: No `required` list, so every argument is optional.
- `qec_code`: 68 / 100
  - Major: Says nothing about when to use it, or when not to.
- `repair_qasm`: 68 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: qasm.
  - Minor: String arguments with no constraint or example: qasm.
- `run_quantum_set`: 73 / 100
  - Minor: Arguments without a description: noise.depolarizing_1q, noise.depolarizing_2q, noise.amplitude_damping, noise.dephasing, noise.readout.
  - Minor: No `required` list, so every argument is optional.
- `run_quantum_circuit`: 76 / 100
  - Minor: Arguments without a description: noise.depolarizing_1q, noise.depolarizing_2q, noise.amplitude_damping, noise.dephasing, noise.readout.

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