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Remove background noise

clean_audio

Reduces background noise (hum, wind, street, fans) in a video or audio file.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "clean_audio"
  }
}

Input Schema

NameRequiredDescriptionDefault
source_idNoInstead of video_url: an upload_id returned by create_upload_link, or the job_id of a finished Klipa job to chain on its result. Empty when video_url is set.
video_urlNoPublic link to a video the user owns or is allowed to edit. Direct file links are not supported (files go through create_upload_link). Empty when source_id is set.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

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

Annotations already declare the mutation profile (readOnlyHint=false, idempotentHint=false, openWorldHint=true), so the description's job is to add operational context — and it adds almost none. It does not say that this kicks off an asynchronous job, whether credits are consumed, how results are retrieved (get_job/list_jobs), or that the input must be user-owned. The noise-type examples are the only real addition.

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 front-loaded sentence with no filler, and the parenthetical noise examples are the most useful detail in it. It is efficient but so terse that the brevity shades into under-specification rather than economy.

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

Completeness2/5

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

For a non-read-only, non-idempotent, open-world media job with no output schema, the agent needs to know that a job is created and how to collect the result; none of that is present. Given the sibling set includes get_job, list_jobs, and cancel_job, the missing async lifecycle context is a meaningful gap for this complexity level.

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%, and both parameters are documented thoroughly in the schema, including the create_upload_link and job-chaining relationship. The description contributes nothing beyond that, so the baseline 3 applies.

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 ('Reduces background noise ... in a video or audio file') and concretizes the noise types (hum, wind, street, fans), which lets an agent distinguish it from unrelated processing siblings like remove_silences or change_speed. It never names an alternative explicitly, so it stops short of a 5.

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 when-to-use or when-not-to-use guidance, no mention of prerequisites, and no routing to alternatives. The phrase 'video or audio file' also blurs scope, since the schema only accepts a video_url or a chained source_id, leaving the agent to guess whether audio-only inputs are actually supported.

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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