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Find Catalogs

find_catalogs
Read-only

Which published catalog editions are held for this institution? Each catalog's edition year, format and source. Answers none held when the build holds none.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoOptional page size (default 20, at most 100)
offsetNoOptional: the next_offset from a previous answer
unitidYesThe institution's IPEDS UNITID, e.g. 225070

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds the useful edge-case behavior that it answers 'none held when the build holds none' and lists the returned fields, but says nothing about pagination limits or how limit/offset interact.

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?

Three short sentences, front-loaded with the core question and followed by the return fields and an edge case. Efficient, with only minor awkwardness in the final clause.

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 read-only lookup with fully documented parameters and no output schema, the description covers what is fetched and what is returned, including the empty-result case. It is nearly complete, needing only brief routing guidance versus the singular sibling.

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%, so the schema fully documents unitid, limit, and offset. The description adds no parameter meaning beyond that, which is the expected baseline when the schema does the heavy lifting.

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?

The description states a specific verb+resource: which published catalog editions are held for an institution, and names the returned fields (edition year, format, source). It is clearly distinguishable in spirit from the singular get_catalog, though it never names that sibling explicitly to draw the contrast.

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 explicit guidance on when to use this tool versus alternatives such as get_catalog or find_programs, nor any stated prerequisites. Usage is only implied by the resource being queried.

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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