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OpenAny

TinyFish Web Automation Agent

tinyfish_post_v1_automation_run

Execute a natural-language goal on a website and return the final result through the synchronous automation endpoint. Usage is measured by the reported number of steps. Uses the caller's OpenAny gateway credentials. Charges and authorization are determined by the gateway.

Input Schema

NameRequiredDescriptionDefault
bodyYesExecute a natural-language goal on a website and return the final result through the synchronous automation endpoint. Usage is measured by the reported number of steps.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior2/5

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

No annotations are supplied, so the description carries the full behavioral burden. It discloses synchronous execution, step-based usage metering, gateway credentials, and gateway-determined charges/authorization, but it omits whether the agent can mutate the target site, timeout/error behavior, rate limits, and idempotency.

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?

The description is three sentences, front-loads the core purpose, and has no filler. It is appropriately sized, though it could usefully state one or two key constraints.

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?

For a complex synchronous browser-agent tool with nested configuration, no annotations, and no output schema, the definition covers the core call and billing model. It remains thin on failure modes, side effects on the target site, and the exact return shape beyond "final result".

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 the nested body fields such as url, goal, use_vault, profile_id, and capture_config are already documented. The description only reiterates the natural-language goal and website; it adds no extra meaning beyond the schema, so the baseline is 3.

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: "Execute a natural-language goal on a website" and says it returns the final result through the synchronous automation endpoint. It is distinguishable from the generic tinyfish_get/tinyfish_post siblings, though it does not explicitly name alternatives.

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

Usage Guidelines3/5

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

Provides an implied use case by describing a natural-language goal against a URL and naming the synchronous endpoint. It gives no explicit when-to-use versus when-not guidance, prerequisites, or alternative 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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