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get_profile

Read-only

Retrieve Zain Ahmed's verified professional profile, 5x multi-cloud credentials (AWS, Azure, GCP, OCI, HashiCorp), location, philosophy, and competencies.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sectionNoFilter section: all, bio, credentials, certifications, principles, contacts

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so safety is covered. The description adds only a content inventory, not behavioral traits such as how the section filter changes the response or whether 'verified' implies anything operationally.

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 front-loaded sentence with the verb and resource leading. The promotional enumeration ('5x multi-cloud credentials') is slightly wasteful but does convey real scope, so it is not severe bloat.

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?

Complexity is low, an output schema exists, and annotations cover safety, so the core call is covered. The missing piece is routing among the overlapping sibling tools, which the description does nothing to resolve.

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 'section' parameter is a fully enumerated field already documented in the schema. The description does not mention the parameter or its filter semantics, so it adds nothing beyond the structured field; baseline 3 applies.

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 (Zain Ahmed's professional profile) and enumerates the content types it returns. However, it never distinguishes itself from near-duplicate siblings get_about, get_certifications, or get_skills, which appear to overlap with the bio/credentials/certifications sections it advertises.

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?

There is no when-to-use or when-not-to-use guidance at all. With siblings like get_about and get_certifications that plausibly cover the same ground, an agent gets no rule for choosing get_profile over them.

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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