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HubVibe: Pay-per-Call Agent Tools: Web Search, Email Verify, KYC Screening, Stocks, Crypto, News

Agent: get a task done

hubvibe_agent_task
Read-onlyIdempotent

HubVibe Agent (quick): hand it any task in plain words and get the finished result in one call. Research a company or a person of interest, check a website, screen a name, read the markets, compare options, pull the facts: you get a headline, the key points, the full answer, its sources and every tool step. Up to 4 steps. Charged only when the answer is delivered. Input: task; optional context, fields for a JSON answer, language. $2.75 per call. Returns: task, tier, headline, key_points[], answer, data, steps[{n,tool,input,ok,summary,seconds}], tools_used[], sources[], notes[].

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
taskYesThe task, in plain words.
fieldsNoOptional: also return `data` with exactly these keys.
contextNoOptional material the task refers to (text or JSON).
languageNoOptional answer language, BCP-47 (en, ja, pt-BR). Default: the input's.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
statusYes
workerYes
price_usdYes
provenanceYes
receipt_idYes
attributionNo
receipt_urlYes
billing_warningNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already declare the safety profile (readOnlyHint, idempotentHint, openWorldHint, destructiveHint=false), so the bar is lowered. The description adds real behavior beyond that: a 4-step ceiling, a price ($2.75 per call), and non-obvious billing semantics ("Charged only when the answer is delivered"). These are genuinely valuable, though the enumerated return fields repeat the output schema.

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?

Purpose and scope are front-loaded, and the prose is scannable. It loses a point because the long "Returns: task, tier, headline..." enumeration is pure duplication of the output schema, which already exists, and the mid-sentence capability list is somewhat listy.

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?

With an output schema present, the return-value list is optional rather than required, and the description still covers cost, billing trigger, step cap, and inputs. What is missing is escalation guidance against the sibling tiers, which matters because those siblings are named _pro and _max.

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?

Schema description coverage is 100%, so the schema fully documents task, context, fields, and language. The description only restates them ("Input: task; optional context, fields for a JSON answer, language") without adding format, constraint, or interaction semantics. Baseline 3 is appropriate when the schema carries the load.

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?

States a specific verb and resource (hand it a task, get a finished result) plus an explicit scope marker, "HubVibe Agent (quick)", and a hard cap, "Up to 4 steps". That scope marker is exactly what separates it from the sibling tiers hubvibe_agent_task_pro and hubvibe_agent_task_max.

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

Usage Guidelines4/5

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

Gives clear usage context with concrete example task types (research a company, screen a name, read the markets, compare options) and an implicit boundary via "Up to 4 steps". However, it never names the alternative tiers (hubvibe_agent_task_pro / hubvibe_agent_task_max) or states when to escalate to them, which is the obvious exclusion to declare given the sibling names.

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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