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Ucode SMS

Ucode help (AI)

ucode_help
Read-only

Optional natural-language help about Ucode features and flows. Uses the OpenAI key from Panel (Settings → ChatGPT App) when set, else OPENAI_API_KEY on the MCP host. Respects the “AI help” toggle in Panel.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
questionYesUser question about Ucode apps, credits, rentals, SMS codes, etc.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
okYes
codeNo
dataNo
errorNo
phoneNo
uiViewNo
creditsNo
endDateNo
smsCodeNo
summaryYes
rentalIdNo
billingUrlNo
httpStatusNo
countryNameNo
phoneNumberNo
serviceNameNo
neededCreditsNo
providerRentalIdNo
remainingSecondsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior1/5

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

The description adds useful behavioral context: it uses an OpenAI key from Panel or OPENAI_API_KEY and respects the 'AI help' toggle. However, this strongly implies external OpenAI API access, which contradicts the annotation openWorldHint=false that signals no open-world/external interaction. This is an annotation contradiction.

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 compact and front-loaded with the purpose, followed by two concise sentences covering key sources and the toggle. Every sentence adds useful information without redundancy.

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?

With one well-schemaed parameter and an output schema, the description does not need to explain return values. It covers key and toggle behavior, but it omits failure behavior when the key is absent or the toggle is off, and it does not address overlap with ucode_instructions.

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?

The only parameter, 'question', is fully documented in the schema with 100% coverage, so the schema carries the semantic weight. The description's mention of 'Ucode features and flows' loosely aligns with the parameter but adds no new detail about question formatting, scope, or edge cases.

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 states a specific purpose: natural-language help about Ucode features and flows, with a clear verb ('help') and resource. It does not explicitly distinguish itself from the sibling ucode_instructions, so differentiation is left to inference.

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 says the help is 'optional' but provides no when-to-use or when-not-to-use guidance. It does not mention alternatives such as ucode_instructions or explain how the agent should choose between this tool and the many other Ucode tools.

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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