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deploy_tool_from_url

Create a tool from a URL, automatically setting up API key connections for authenticated APIs or working with public APIs without authentication.

Instructions

Create a tool from a URL. Works with: (1) APIs with API key – auto-creates connection, (2) Public APIs (REST Countries, Open-Meteo) – no auth needed. Use this MCP tool, NOT ADK.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes
tool_nameYes
descriptionNo
Behavior3/5

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

With no annotations provided, the description carries the burden of behavioral disclosure. It does reveal key behaviors (auto-creates connection for key-based APIs, no auth for public APIs), but omits side effects (e.g., overwriting existing tools, permanence, or return value). This is useful but not comprehensive.

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 concise at two sentences, front-loaded with the core purpose. The second sentence lists use cases efficiently, though the 'NOT ADK' clause is slightly cryptic but not wasteful. It earns a high score for minimalism without missing critical information.

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?

The description covers the main use cases and gives enough context for a straightforward deployment action. However, given no output schema and no annotations, it leaves gaps such as failure handling, idempotency, or what happens after creation. It is adequate but not fully complete for an agent to anticipate all outcomes.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% and the description does not explain any of the three parameters (url, tool_name, description) beyond their names. While the names are self-explanatory, the description adds no meaning, so it fails to compensate for the schema's lack of descriptions.

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 clearly states 'Create a tool from a URL' with a specific verb and resource. It distinguishes itself from sibling tools like 'deploy_skill' (skill vs. tool) and 'create_tool_and_assign_to_agent' (no mention of assignment), making its scope unambiguous.

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?

The description provides clear context on when to use the tool: for APIs with API key (auto-creates connection) and public APIs (no auth needed). It explicitly says 'NOT ADK', giving an exclusion, though it does not name sibling tools as alternatives. This is clear enough for an agent to decide when to invoke it.

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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