List instructors
list_instructorsAll instructors with contact info, active flag, classes taught in the last 30 days and scheduled in the next 14 days. [requires scope: read]
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| include_inactive | No |
list_instructorsAll instructors with contact info, active flag, classes taught in the last 30 days and scheduled in the next 14 days. [requires scope: read]
| Name | Required | Description | Default |
|---|---|---|---|
| include_inactive | No |
Changes observed during successful MCP inspections. Dates show when Glama detected each change.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
The annotations already declare readOnlyHint=true and destructiveHint=false, covering the safety profile. The description adds useful context about the instructor data included and the read scope requirement, but it does not clarify whether inactive instructors are excluded by default or mention response shape or pagination behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, front-loaded sentence with no redundant filler. It packs useful detail into a compact form, though the trailing list of time windows is slightly dense.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple read-only list tool with one optional parameter, the description covers the main returned data and the required scope. However, the meaning of include_inactive is left ambiguous, and without an output schema the description should at least clarify the default filtering behavior to be fully complete.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, so the description carries the burden of explaining the include_inactive parameter. It mentions 'active flag' but never explains how include_inactive affects the result set. The parameter name gives some hint, but the description does not compensate for the missing schema description.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the resource being listed (instructors) and enumerates the data included: contact info, active flag, and class history. It is distinct enough as a list tool, but it does not explicitly distinguish itself from the sibling get_instructor_schedule, so it stops short of a 5.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus alternatives like get_instructor_schedule or list_classes. The description implies a broad instructor overview but does not state when it should be preferred or explicitly call out sibling tools.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.
Most tools have clearly distinct purposes, and the descriptions carefully separate operations like attendance_report, list_classes, and get_class_roster. A few reads overlap conceptually (get_client, get_reservation_history, get_credit_history, get_client_notes all return client-related data), but each has a specific output that an agent can distinguish with reasonable effort.
Tool names overwhelmingly follow a consistent action_object pattern: add_client_note, cancel_class, freeze_membership, refund_order, set_client_tag, unfreeze_membership. The get_/list_ prefix distinction is used predictably, and auth tools (login, logout, whoami) are standard exceptions rather than inconsistent naming.
41 tools is well beyond the 25+ threshold for a heavy tool set. Although each tool appears to serve a real studio-operations need, the sheer number creates a large surface for an agent to navigate and places significant burden on selection accuracy.
The tool set covers the core lifecycle well across clients, classes, memberships, orders, payments, and communications, with no obvious dead ends. Minor gaps exist, such as no update_client profile tool and no class-scheduling creation, but staff workflows can generally be completed.