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Sudhanva Public Profile

Get Sudhanva public profile

get_public_profile
Read-onlyIdempotent

Get Sudhanva Narayana's published professional profile and expertise.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
include_linksNoInclude canonical profile and social links. Defaults to true.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / required
      Added value: +[]
  2. First observed

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds 'published' and 'professional,' reinforcing that the data is public and non-sensitive, but it does not disclose additional behavioral details such as output format or whether the profile is cached.

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, front-loaded sentence that communicates the core purpose without filler. Every word contributes meaning, and no unnecessary detail or repetition weakens it.

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?

For a simple tool with zero required parameters and no nested objects, the description is largely complete: it names the resource and its scope. The main omissions are explicit guidance on when to use this tool instead of the siblings and what the returned profile structure looks like, but these are minor given the low complexity.

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 description coverage is 100%, and the include_links parameter already has a clear schema description ('Include canonical profile and social links. Defaults to true.'). The tool description adds no further parameter meaning beyond what the schema provides, so the baseline score of 3 is appropriate.

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 states a specific verb ('Get') and resource ('Sudhanva Narayana's published professional profile and expertise'), making the tool's purpose immediately clear. It is naturally distinguished from the sibling tools, which list case studies and published articles rather than the profile itself.

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 implies the tool should be used when retrieving the profile or expertise, but it does not explicitly state when to use this tool versus the siblings or mention any exclusions. The differentiation from list_case_studies and list_published_articles is left to inference from the resource names.

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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