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barvhaim

Qiskit MCP Server

by barvhaim

compute_density_matrix

Calculate the density matrix of a quantum circuit and analyze its purity and entropy to characterize quantum states.

Instructions

Compute and analyze the density matrix of a quantum circuit.

Args: circuit_name: Name of the circuit to analyze

Returns: JSON string with density matrix analysis including purity and entropy

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
circuit_nameYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries full burden. It discloses that the tool is compute-only and specifies return values (purity, entropy). However, it does not state whether the circuit must exist or if any side effects occur.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise (three sentences) and front-loaded with the core purpose. There is no redundant or extraneous information; every sentence adds value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the single parameter and the existence of an output schema, the description covers the essential input and output details. It could mention error handling or missing circuit behavior, but is otherwise adequate.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 0% schema description coverage, the description compensates by explaining that 'circuit_name' is the name of the circuit to analyze. This adds necessary semantic meaning beyond the schema's simple type definition.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool computes and analyzes the density matrix of a quantum circuit. It distinguishes itself from sibling tools like analyze_statevector by specifying the specific object (density matrix) rather than statevector.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description does not provide guidance on when to use this tool versus alternatives (e.g., analyze_statevector). It also lacks any prerequisites or conditions for usage, leaving the agent to infer context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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