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get_certifications

Read-only

Retrieve all 5x active multi-cloud certifications with issuing institutions, Credly verification URLs, and credential IDs.

Input Schema

NameRequiredDescriptionDefault
providerNoFilter certifications by cloud provider: all, AWS, Azure, GCP, OCI, HashiCorp

Output Schema

NameRequiredDescriptionDefault
certificationsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / provider
      Added value: +{
      +  "description": "Filter certifications by cloud provider: all, AWS, Azure, GCP, OCI, HashiCorp",
      +  "enum": [
      +    "all",
      +    "AWS",
      +    "Azure",
      +    "GCP",
      +    "OCI",
      +    "HashiCorp"
      +  ],
      +  "type": "string"
      +}
  2. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds which credential fields come back (issuing institutions, Credly URLs, credential IDs), but says nothing about ordering, whether the provider filter defaults to 'all', or how many records come back. Some added value, not rich.

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?

One front-loaded sentence with no filler — the verb and resource lead. The only cost is the ambiguous '5x' qualifier, which spends words without resolving anything.

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

Completeness4/5

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

It's a simple read-only getter with one optional enum parameter, an output schema, and read-only annotations, so the burden on the description is light. What's missing is minor: the meaning of '5x' and the filter's default behavior. Return values are already covered by the output schema.

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% and the single enum parameter is fully documented in the schema, so the baseline of 3 applies. The description never mentions the provider filter at all, so it contributes no meaning beyond the schema.

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 (Retrieve) and resource (certifications), plus the scope of the data returned. It's clearly distinguishable from siblings like get_projects or get_skills. The odd token "5x" adds ambiguity rather than clarity, keeping it from a 5.

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?

Usage is implied by the verb 'Retrieve' — the agent can infer this is the lookup for certification data. However, there is no explicit when-to-use guidance, no mention of when a filtered call is preferable, and no alternatives named among the sibling 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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