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ati-hh-mcp

ati-hh-mcp

by timur-ai

Dict Educational Institutions

dict_educational_institutions

Fetch educational institution records by ID (up to 50 per request); use the suggestion tool to find the needed IDs first.

Instructions

Get educational institutions by id (up to 50 values per request). Find institution ids with suggest_educational_institutions.

Input Schema

NameRequiredDescriptionDefault
idYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.9/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. "Get" implies read-only and "up to 50 values per request" usefully discloses a batch cap, but nothing is said about missing-id behavior, error semantics, or whether the call requires auth or a specific locale.

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?

Two short sentences, zero filler. The primary action and its constraint come first, with the id-discovery pointer second.

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 simple lookup this is close, but with no output schema and no annotations the description should at least indicate what an institution record contains (id, name, and any locale/region fields) or how partial results are handled.

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 0% and the single parameter has no description at all. The description adds the important fact that multiple ids can be supplied (up to 50), but the schema types id as a plain string and the description never explains the delimiter/format for passing 50 values, leaving the key usage detail ambiguous.

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 and resource ("Get educational institutions by id") and scopes the lookup semantics, and it names the sibling that produces the ids. An agent can distinguish it from suggest_educational_institutions without opening either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It clearly routes the agent: use suggest_educational_institutions to discover ids, then call this tool to resolve them. That is real when-to-use guidance, but it stops short of stating exclusions or what happens with unknown/expired ids.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.