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search_harnesses

Search the Loadbay catalog of harnesses for AI agents. Filter by free-text query, domain, and/or capability trait.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNomax results, default 20
queryNofree-text over name, author, summary, integrations
traitNorequire a capability trait
domainNodomain key: trading | coding | browser | productivity | data | social | health | science | gaming | media | robotics

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior2/5

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

No annotations are provided, and the description does not disclose behavioral traits such as whether the operation is read-only, idempotent, or has side effects. The word 'search' implies a read operation, but this is not explicitly stated.

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 a single sentence front-loaded with the action, and it conveys all key features without redundancy.

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 lacks details about return format or pagination, which would be helpful given no output schema. However, the schema covers parameters well, making the description minimally complete for a search tool.

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 coverage is 100% with each parameter having a description. The description merely summarizes the filter categories without adding new meaning beyond what the schema already provides.

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 starts with the verb 'search' and specifies the resource 'Loadbay catalog of harnesses'. It mentions filtering by query, domain, and capability trait, clearly distinguishing from sibling tools like get_harness (single retrieval) and list_domains (domain listing).

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?

The description lists filter options but does not explicitly state when to use this tool versus alternatives. Usage is implied for general searching, but no guidance on when not to use or when to prefer get_harness for specific items.

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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