# RQM Studio Jobs (com.rqmtechnologies/studio): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.rqmtechnologies%2Fstudio/versions/latest)
- Connected to: https://jobs.rqmtechnologies.com/mcp/studio
- Homepage: https://www.rqmtechnologies.com/rqm-studio
- Repository: https://github.com/RQM-Technologies-dev/RQM-Jobs-MCP
- Scoring rules: v2
- Tools: 44
- Average: 43.6 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how RQM Studio Jobs (com.rqmtechnologies/studio)'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: 44 tools. Above 40, models choose less accurately.
- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `get_account_balance`: 29 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version.
  - Minor: String arguments with no constraint or example: schema_version.
- `cancel_job`: 30 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, product, job_id, idempotency_key, schema_version, product, job_id, idempotency_key, schema_version, product, job_id, idempotency_key, product, job_id.
  - Minor: String arguments with no constraint or example: schema_version, product, schema_version, product, schema_version.
- `get_capability`: 33 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, product, capability_id, schema_version, product, capability_id, schema_version, product, capability_id, schema_version, product, capability_id.
  - Minor: String arguments with no constraint or example: schema_version, product, schema_version, schema_version, product, schema_version, product.
  - Minor: The description mentions none of its 3 or more arguments.
- `submit_quantum_job`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, quote_id, capability_id, request, idempotency_key, schema_version, quote_id, capability_id, request, idempotency_key, capability_id, request.
  - Minor: String arguments with no constraint or example: schema_version, schema_version, capability_id.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_studio_receipt`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, reservation_id.
  - Minor: String arguments with no constraint or example: schema_version.
  - Minor: Required identifiers whose description does not say where the value comes from: reservation_id. Name the tool or the place that returns it, or models look it up first.
- `list_capabilities`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, product, schema_version, product, schema_version, product, schema_version, product, schema_version.
  - Minor: String arguments with no constraint or example: schema_version, product, schema_version, schema_version, product, schema_version, product, schema_version.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_job_status`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, product, job_id, schema_version, product, job_id, schema_version, product, job_id, product, job_id.
  - Minor: String arguments with no constraint or example: schema_version, product, schema_version, product, schema_version.
  - Minor: The description mentions none of its 3 or more arguments.
- `classify_two_qubit_operation`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key, max_total_price, payment_rail, request, request.matrix, request.matrix.entries, request.circuit, request.circuit.format, request.circuit.source, request.circuit.circuit.
  - Minor: The description mentions none of its 3 or more arguments.
- `synthesize_two_qubit_target`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key, max_total_price, payment_rail, request, request.matrix, request.matrix.entries, request.circuit, request.circuit.format, request.circuit.source, request.circuit.circuit, request.target, request.target.framework, request.target.basis_gates, request.target.coupling, request.target.gate_durations_seconds, request.strategy.
  - Minor: The description mentions none of its 3 or more arguments.
- `compare_quantum_circuits`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key, max_total_price, payment_rail, request, request.original, request.original.format, request.original.source, request.original.circuit, request.candidate, request.candidate.format, request.candidate.source, request.candidate.circuit, request.semantic_context.
  - Minor: The description mentions none of its 3 or more arguments.
- `create_funding_session`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, amount, idempotency_key.
  - Minor: String arguments with no constraint or example: schema_version.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_job_result`: 41 / 100
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, product, job_id, schema_version, product, job_id, schema_version, product, job_id, product, job_id.
  - Minor: String arguments with no constraint or example: schema_version, product, schema_version, product, schema_version.
- `run_buyer_job`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, product, capability_id, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: capability_id. Name the tool or the place that returns it, or models look it up first.
- `audit_quantum_transformation`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key, max_total_price, payment_rail, request, request.original, request.original.format, request.original.source, request.original.circuit, request.candidate, request.candidate.format, request.candidate.source, request.candidate.circuit, request.claimed_transformation, request.semantic_context.
  - Minor: The description mentions none of its 3 or more arguments.
- `diagnose_quantum_phase`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key, max_total_price, payment_rail, request, request.original, request.original.format, request.original.source, request.original.circuit, request.candidate, request.candidate.format, request.candidate.source, request.candidate.circuit, request.semantic_context.
  - Minor: The description mentions none of its 3 or more arguments.
- `diagnose_quantum_workflow`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key, max_total_price, payment_rail, request, request.failure_stage, request.error_text, request.circuit, request.circuit.format, request.circuit.source, request.circuit.circuit, request.target, request.target.framework, request.target.basis_gates, request.target.coupling, request.target.gate_durations_seconds.
  - Minor: The description mentions none of its 3 or more arguments.
- `repair_openqasm3`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key, max_total_price, payment_rail, request, request.source, request.repair_policy.
  - Minor: The description mentions none of its 3 or more arguments.
- `translate_quantum_circuit`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key, max_total_price, payment_rail, request, request.circuit, request.circuit.format, request.circuit.source, request.circuit.circuit, request.target, request.target.framework, request.target.basis_gates, request.target.coupling, request.target.gate_durations_seconds.
  - Minor: The description mentions none of its 3 or more arguments.
- `quote_job`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, product, capability_id, request, idempotency_key, schema_version, product, capability_id, request, idempotency_key, schema_version, product, capability_id, request, idempotency_key, schema_version, product, capability_id, request, idempotency_key, product, capability_id.
  - Minor: String arguments with no constraint or example: schema_version, product, schema_version, product, schema_version, product, schema_version.
  - Minor: The description mentions none of its 3 or more arguments.
- `list_buyer_jobs`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, product, surface.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `optimize_quantum_circuit`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key, max_total_price, payment_rail, request, request.circuit, request.circuit.format, request.circuit.source, request.circuit.circuit, request.profile, request.backend.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_circuit_assurance_report_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_cross_provider_portability_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_failed_workflow_diagnosis_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `quantum_gate_basis_decomposition_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `quantum_managed_simulator_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_openqasm3_preflight_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_openqasm3_repair_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_optimization_preservation_audit_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
  - Minor: The name is long (42 characters).
- `quantum_phase_aware_rewrite_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `quantum_phase_sensitive_inspection_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `quantum_provider_readiness_check_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `quantum_provider_result_compare_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `quantum_provider_target_compile_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `quantum_simulation_result_compare_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `quantum_supported_circuit_equivalence_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `quantum_two_qubit_local_equivalence_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_two_qubit_target_synthesis_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_verified_circuit_optimization_v1`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `search_buyer_jobs`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, query, product, surface, limit.
  - Minor: The description mentions none of its 3 or more arguments.
- `check_quantum_circuit`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key, max_total_price, payment_rail, request, request.circuit, request.circuit.format, request.circuit.source, request.circuit.circuit, request.profile.
  - Minor: The description mentions none of its 3 or more arguments.
- `quantum_execution_plan_select_v1`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `quantum_simulation_anomaly_diagnostic_v1`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: schema_version, request, idempotency_key, max_total_price.
  - Minor: String arguments with no constraint or example: schema_version, max_total_price.
- `describe_quantum_capabilities`: 78 / 100

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