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Glama

Seneca Search Courses

seneca_search_courses
Read-only

Search course codes, names, and descriptions within one snapshot.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
termNoTeaching-period code; not a curriculum semester
as_ofNoUse the snapshot captured at or before this ISO-8601 time
limitNo
queryYes
cursorNoCursor from next_cursor
fieldsNo
snapshot_idNoImmutable snapshot id
source_codeNoSource code, such as seneca

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

The readOnlyHint annotation already establishes the read-only nature, and the description is consistent with that, describing a search operation. No contradiction exists, though the description adds no additional behavioral detail such as pagination or side effects.

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 focused sentence with no redundant or extraneous content. It communicates the core purpose clearly and efficiently.

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?

The description adequately conveys the tool's purpose and scope, and the parameter schema supplies most of the remaining context. The lack of an output schema is not a major issue for a search tool, though return shape and pagination behavior are not explicitly stated.

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?

Several parameters have useful descriptions (term, as_of, cursor, snapshot_id, source_code), but the required query parameter is undescribed, and limit and fields lack semantic explanation. Schema coverage is 63%, so the description only partially compensates for parameter ambiguity.

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?

Description clearly states a specific action ('Search'), a specific resource ('courses'), and a clear scope ('within one snapshot'). It distinguishes this from related tools like seneca_get_course or seneca_search_programs.

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 intended use as a search operation over courses is implied, but no explicit guidance is given about when to prefer this over sibling tools such as seneca_get_course or seneca_search_programs, nor any exclusions or alternative recommendations.

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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Glama MCP Gateway

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TDQS

B3.2/5.0
Disambiguation5/5

Every tool has a unique purpose, and the descriptions are detailed enough to clearly distinguish between search, list, get, and specific operations across domains. No two tools overlap in function.

Naming Consistency4/5

Domain tools follow a consistent '<domain>_<verb>_<noun>' pattern, but gateway-level tools like 'call_tool', 'find_capability', 'inspect_tool', 'search_services', and 'status' lack the prefix, introducing a minor inconsistency. Overall still readable and predictable.

Tool Count4/5

With 35 tools, the count exceeds the typical 3–15 range, but this is a gateway aggregating multiple distinct domains (holidays, laws, opendata, recalls, etc.), making the larger set justified. The count feels appropriate for the server's purpose.

Completeness5/5

Each domain offers a full set of operations: search, list, get, and domain-specific actions (like count_business_days or get_document_changes). Gateway meta-tools cover discovery, inspection, and invocation, leaving no obvious gaps.

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