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Explore pipeline ideas and public datasets

get_starter_ideas
Read-onlyIdempotent

Load bounded onboarding cards for the selected workspace.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "workspace_id": "<workspace_id>"
    },
    "name": "get_starter_ideas"
  }
}

Input Schema

NameRequiredDescriptionDefault
workspace_idYes

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=false and destructiveHint=false, so the safety profile is fully covered without the description. The single useful addition is "bounded," implying a capped result set, but the description says nothing about how many cards, ordering, or whether the content is static or workspace-dependent.

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 short sentence, front-loaded with the verb, with no filler. Its brevity is appropriate; the problem is under-specification rather than wordiness.

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?

An output schema exists, so return-value structure need not be explained, and the annotations cover safety. Still, for a tool whose name, title and description all point at different concepts, an agent lacks enough to decide confidently when this belongs in its plan.

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%, so the description bears the burden for workspace_id, yet it only restates the concept ("selected workspace") without explaining where the ID comes from, what happens for an unknown ID, or whether an empty workspace yields nothing. The only parameter is largely self-explanatory by name, but the description adds essentially no meaning beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

It states a verb and a resource ("load bounded onboarding cards"), but "onboarding cards" never gets tied to the tool's actual subject — the title says "pipeline ideas and public datasets," and the name says "starter_ideas," so three different vocabularies describe the same output. An agent cannot tell whether this returns pipelines, datasets, or UI copy, nor how it differs from siblings like search_public_directory or list_pipelines.

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?

No when-to-use context is given and no alternative is named, despite several plausible siblings (search_public_directory, list_datasets, list_pipelines) that could be confused with it. The only hint is "for the selected workspace," which is a precondition, not usage guidance.

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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