Skip to main content
Glama

Compare Program Checklists

compare_program_checklists
Read-only

Compare what a program takes at several institutions: for each IPEDS UNITID, that institution's published checklist for the program (requirement groups, items, published credit strings — the work effort) beside its published tuition and fee policy (the cost). Schedule is stated not held. Nothing is summed or computed by the service; an institution, checklist, or cost the catalogs do not hold is stated as such.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
detailNoOptional: full (the default: every requirement group and item) or summary (per checklist its program, award, year, credits and group and item counts, with each school's College Scorecard tuition)
programYesProgram or award words to match, e.g. nursing or Bachelor of Science in Nursing
unitidsYes1 to 10 IPEDS UNITIDs, e.g. ["100663", "127060"]; answered 5 institutions per call, up to 3 checklists each
institution_offsetNoOptional: the next_institution_offset from a previous answer, for the next 5 institutions

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / detail
      Added value: +{
      +  "description": "Optional: full (the default: every requirement group and item) or summary (per checklist its program, award, year, credits and group and item counts, with each school's College Scorecard tuition)",
      +  "examples": [
      +    "summary"
      +  ],
      +  "type": "string"
      +}
  2. Changed2 schema fields changed
    • addedInput schema / properties / program / examples
      Added value: +[
      +  "Welding"
      +]
    • addedInput schema / properties / unitids / examples
      Added value: +[
      +  [
      +    "225070"
      +  ]
      +]
  3. Added

TDQS

A3.7/5.0
Behavior4/5

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

With only readOnlyHint=true in annotations, the description adds real behavioral context: 'Nothing is summed or computed by the service,' 'Schedule is stated not held,' and that absent institutions/checklists/costs are explicitly stated as missing rather than omitted. These clarify gap handling beyond the annotation, though return format and paging semantics are only implied.

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?

Dense but purposeful — the comparison target is front-loaded, then the work-effort/cost distinction, then the no-computation and gap-statement guarantees. Mildly run-on phrasing costs it a point rather than any wasted sentence.

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?

With no output schema, the description carries the return-shape burden and does so: requirement groups, items, credit strings, and the tuition/fee policy are enumerated. It is usable as-is, though a concrete note on how the paired cost and checklist are keyed would make it fully self-contained.

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%, so unitids, program, detail, and institution_offset are already documented, including the 5-per-call batching. The description reinforces the per-UNITID semantics but adds no syntax or format detail beyond what the schema provides, so the baseline 3 holds.

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 (compare) and resource (a program's published checklists across several institutions), plus the paired cost dimension, so the agent can tell it apart from single-record siblings like get_checklist or find_checklists. It stops short of naming a sibling explicitly, which is what would push this to a 5.

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 multi-institution framing implies the use case (comparing one program across UNITIDs) but no sentence states when to prefer this over find_checklists/get_checklist or what to do when a single institution is wanted. Usage is left to inference.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.