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warppay_deep_research

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Parallel Web Scraping, UCP Deals & FX Synthesis Agent: stateless ADK workflow querying UCP merchant catalogs, live web pages, and forex spot rates into a synthesized JSON report ($0.05 USDC)

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": {
      "goal": "<goal>"
    },
    "name": "warppay_deep_research"
  }
}

Input Schema

NameRequiredDescriptionDefault
goalYesNatural-language commerce deal discovery, web scraping, or currency synthesis objective (1-2000 chars)

Output Schema

NameRequiredDescriptionDefault
agentYes
outputYes
successYes
statelessNo
structuredStateNo
toolCallsExecutedNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.4/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnlyHint, destructiveHint=false, openWorldHint) and non-idempotency, but the description adds context those don't: it is stateless, runs as an ADK workflow, produces a synthesized report, and charges $0.05 USDC. Cost and statelessness are genuinely useful disclosures beyond the annotations, though failure/refund behavior for the paid call is not addressed.

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?

A single dense sentence front-loads the three capabilities and ends with the concrete output and price, with no filler. The jargon stacking ('UCP Deals & FX Synthesis Agent', 'ADK workflow') makes it slightly harder to parse than necessary.

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?

An output schema exists, so return values need not be explained, and the paid/stateless nature is disclosed. Still, for a paid multi-source aggregator the description omits latency expectations, whether the $0.05 applies per call or per source, and how partial failures are handled.

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?

With a single required parameter at 100% schema description coverage, the schema already carries the semantics, so the baseline is 3. The description restates that the objective spans deal discovery, scraping, and currency synthesis but adds no constraints such as how to scope the goal to specific merchants, pages, or currency pairs.

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?

The description names the concrete resources it operates on (UCP merchant catalogs, live web pages, forex spot rates) and the output form (a synthesized JSON report), so an agent can tell what it does. It does not, however, distinguish itself from siblings like ucp_deals_oracle, web_scraper, or forex_oracle, which appear to cover the same individual sources.

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?

There is no explicit when-to-use guidance, no exclusions, and no mention of alternatives despite several sibling tools (web_scraper, browser_scraper, ucp_deals_oracle, forex_oracle) that plausibly overlap. The only implied usage signal is the 'goal' parameter's natural-language framing.

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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