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dakera_discover_tools

Discover relevant tools by searching the catalog by keyword or tier, returning names and one-line summaries without loading full schemas. Use this first to find tools, then load only the schemas you need.

Instructions

Search the Dakera tool catalog by keyword or tier (core/power/admin/meta) and return names and one-line summaries without loading full schemas. Call this first to find relevant tools, then use dakera_load_tools to fetch only the schemas you need — avoids loading the full catalog upfront.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tierNo
queryNoKeyword to search tool names/descriptions.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.10.12
  2. Removedv0.10.11
  3. Addedv0.10.8

TDQS

A4.8/5.0
Behavior4/5

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

The description discloses that the tool returns only names and summaries without loading full schemas, giving insight into its behavior and efficiency. However, it does not explicitly state that it has no side effects (e.g., read-only operation), which is left to inference. Since no annotations are provided, a bit more explicit safety disclosure would be ideal, but the current description is still reasonably transparent.

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 two sentences long, concise, and front-loads the primary purpose. It contains no filler words and each sentence adds value: the first states the function, the second provides usage guidance and efficiency rationale.

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

Completeness5/5

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

The description provides sufficient context for an agent to decide when to use this tool: it is a discovery step that avoids loading full schemas. It also names the companion tool for schemas, making the workflow clear. The mention of output (names and summaries) covers the basic expectations even without an output schema.

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

Parameters5/5

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

Both parameters (tier and query) are mentioned in the description: 'by keyword or tier.' The description explains that tier is a filter with enum values (core, power, admin, meta, all) and query is a keyword for searching names/descriptions. This provides full semantic coverage without redundancy with the schema.

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 that the tool searches the Dakera tool catalog by keyword or tier, which is a specific verb and resource. It also distinguishes this tool from others like dakera_load_tools by emphasizing it returns only names and summaries, making its purpose unambiguous.

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

Usage Guidelines5/5

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

Explicit guidance is provided: 'Call this first to find relevant tools, then use dakera_load_tools to fetch only the schemas you need.' This tells the agent exactly when to use this tool versus alternatives and highlights the efficiency benefit of avoiding full schema loads.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.