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Privi Agent Survival & Premium

API cost by tool usage

privi_pro_usage_cost_breakdown
Read-only

Estimate costs from caller-supplied per-tool quantities and USD prices. PAID ONLY: 5 prepaid credits; production billing required.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "items": "<items>"
    },
    "name": "privi_pro_usage_cost_breakdown"
  }
}

Input Schema

NameRequiredDescriptionDefault
itemsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered structurally. The description adds genuinely useful behavioral context beyond that: 5 prepaid credits, production billing required, and that prices are caller-supplied rather than looked up. It does not say what happens when credits are insufficient or how the estimate is computed (no rounding/currency assumptions).

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

Conciseness4/5

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

Two short sentences, front-loaded with the core action and followed by the billing constraint; no filler. Slightly dense phrasing ("caller-supplied per-tool quantities and USD prices") but efficient.

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

Completeness3/5

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

For a single-parameter estimator with no output schema, the description covers the economic model and the paid-access constraint, which the agent needs before calling. It is incomplete on the shape of array elements and on the exact credit-charging semantics, which matter for a metered tool.

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

Parameters3/5

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

One parameter (items) with 0% schema description coverage and an untyped array element, so the description must compensate. It partially does by stating each entry carries a per-tool quantity and a USD price, but gives no field names, units, or format for those entries.

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

Purpose4/5

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

States a specific verb and resource ("Estimate costs") plus the input basis (caller-supplied per-tool quantities and USD prices), which is more than a restatement of the name. It does not distinguish itself from plausible siblings like privi_pro_model_cost_estimate or privi_token_cost, leaving the agent to infer the boundary.

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?

No when-to-use or when-not-to-use guidance is given relative to the other cost-estimation tools. The only contextual note is a billing prerequisite (paid only, 5 prepaid credits), which tells the agent about cost, not about tool selection.

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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