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List training providers

list_training_providers
Read-onlyIdempotent

Read authorised training providers through the existing application. Metadata/approved fields only; no secrets, contacts or original files.

Input Schema

NameRequiredDescriptionDefault
limitNo
queryNo
offsetNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, fully covering the safety profile. The description adds a useful data-scope constraint ('Metadata/approved fields only; no secrets, contacts or original files'), which is valuable context beyond annotations, but it does not explain authorization requirements, pagination behavior, or return format.

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?

Two short sentences with the core purpose front-loaded. Minor filler in 'through the existing application' but overall efficient and easy to scan.

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 read-only list tool whose annotations fully cover safety, the description covers purpose and data restrictions. However, it lacks parameter semantics, usage guidance versus siblings, and any note on pagination or return structure, leaving gaps for an agent trying to invoke it correctly.

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

Parameters1/5

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

Schema description coverage is 0% for all three parameters (limit, query, offset). The description provides no information about what these parameters do, their formats, or valid ranges. With low coverage, the description must compensate, but it does not.

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 (Read) and resource (training providers), making the core action clear. However, it does not distinguish this tool from siblings like list_training_types or get_training_type, so an agent must infer the difference.

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?

Provides no when-to-use guidance, prerequisites, or alternatives. The phrase 'Metadata/approved fields only' is a scope constraint, not usage guidance, and there is no mention of when this tool should be chosen over list_training_types or other listing 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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