Skip to main content
Glama

Agent402.Tools: pay-per-call web tools

Speech-to-text

audio.transcribe
Read-onlyIdempotent

[wallet-required, $0.030/call] Transcribe audio to text using OpenAI (gpt-transcribe). Provide a URL to an audio file (mp3, wav, m4a, etc.) and get back the transcript. No API key needed; pay per call via x402. Max 4 minutes of audio, 25 MB file size; /api/transcribe-pro takes the same model to 10 minutes. Returns { model, provider, text, language, duration }. This hosted connector holds no wallet: pay it here over MPP, or run npx agent402-mcp with a funded wallet (AGENT_KEY) or prepaid card credits (AGENT402_CREDITS_KEY), or any x402 client.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesURL of the audio file to transcribe (mp3, wav, m4a, ogg, flac, webm)
languageNoOptional ISO-639-1 language code (e.g. 'en', 'es', 'fr') for better accuracy

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYes
modelNo
durationNo
languageNo
providerNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.9/5.0
Behavior5/5

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

Annotations already mark it readOnly, idempotent, and non-destructive, and the description adds cost per call, wallet requirement, max duration and file size, and the exact response shape. It also discloses that the hosted connector holds no wallet and how payment can be handled, all beyond the annotation fields.

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 front-loaded with price and purpose, and every sentence adds operational detail (limits, alternatives, output shape, payment routes) without repeating schema content at length. It is dense but each clause earns its place.

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

Completeness5/5

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

For a paid transcription connector with two parameters and an output schema, the description covers required input, constraints, cost, authorization/payment, alternative endpoint, and return fields. An agent has enough information to decide and call the tool correctly.

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?

Schema coverage is 100%, so the baseline is 3; the description still adds value by giving accepted audio formats, the 4-minute/25MB constraint for the URL parameter, and explaining that language improves accuracy, which the schema does not state.

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 opens with 'Transcribe audio to text using OpenAI (gpt-transcribe)' and specifies the input (URL to audio) and output (transcript), making the operation and resource unmistakable. It also differentiates from the longer-audio endpoint /api/transcribe-pro, and no transcription sibling exists in the listed tools.

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

Usage Guidelines5/5

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

It gives concrete when-to-use context: provide an audio URL, max 4 minutes/25MB, no API key needed, and payment via x402. It explicitly contrasts with /api/transcribe-pro for 10-minute audio and explains wallet/card payment alternatives for running the connector.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.