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Serhat Altunoğlu: AI automation and Visibility Check

Solutions

list_solutions
Read-onlyIdempotent

The services Serhat Altunoğlu offers to experts, boutique firms and manufacturers, with who each is for, the problem it solves and a link.

Input Schema

NameRequiredDescriptionDefault
langNoResponse language: tr (Turkish) or en (English). Default tr.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile needs no restating. The description does add useful return-content context by naming the fields each item carries (who it's for, problem solved, link), which matters since no output schema exists. It omits any statement about result count, ordering, or completeness.

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 compact sentence with no filler, and the subject (services offered) is front-loaded. The phrasing 'with who each is for' is grammatically awkward and slightly obscures the list of item fields, but the sentence still earns its place.

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 zero-required-parameter read tool with no output schema, the description covers what the tool returns and who the offerings target. The main gap is that it never states the operation is a listing, and it gives no signal about how to route to sibling tools.

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 single 'lang' enum parameter is fully documented in the schema, including the default. The description contributes no additional parameter meaning, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names the resource ('the services Serhat Altunoğlu offers') and its audience segments, which does distinguish it from siblings like get_profile or search_guides. However, it reads as a noun-phrase content summary rather than stating the action — nothing says this returns a list of solution offerings. An agent can guess, but the verb is absent.

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?

No guidance on when to call this versus get_profile, search_guides, or the visibility-map tools, all of which are plausible alternatives for someone asking about services. There is no exclusion condition and no stated trigger; the agent must infer usage entirely from the resource name.

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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