Skip to main content
Glama

Describe the LeanrIQ outcomes available to this caller, its current capability profile, safe starting action, and effective build/Studio/publish boundaries. This is concise discovery, not a raw tool-registry dump.

get_leanriq_capabilities
Read-onlyIdempotent

Describe the LeanrIQ outcomes available to this caller, its current capability profile, safe starting action, and effective build/Studio/publish boundaries. This is concise discovery, not a raw tool-registry dump.. Classification: read-only. Execution: synchronous. Task support: forbidden. The returned JSON is internal application state for LeanrIQ and ChatGPT orchestration. Use assistantSummary first when responding to the user. Never display raw JSON, data, or meta unless the user explicitly asks for raw JSON. Mention IDs only when useful for follow-up or debugging. Prefer concise, human language, highlight the most useful insight, and suggest the next best LeanrIQ action.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
seatIdNo
seatNameNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
metaYes
errorNo
statusYes
assistantSummaryYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.7/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so restating 'Classification: read-only' is largely redundant. It does add value beyond annotations by disclosing synchronous execution, forbidden task support, and orchestration behavior (use assistantSummary first, never surface raw JSON, mention IDs only when useful). That output-handling contract is genuinely useful context not covered by structured fields, but the repetitive safety restatement dilutes it.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The first sentence duplicates the title verbatim, which is wasted space, and the trailing period-doubling from concatenation is sloppy. The behavioral/orchestration guidance that follows is reasonably front-loaded and earns its place, but roughly a third of the text is redundant with the title and annotations.

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?

An output schema exists, so the description is not obligated to document return values, and the pointer to assistantSummary is a helpful complement. What is missing is any guidance on the two undocumented seat parameters and any routing signal versus the many overlapping capability/permission/seat siblings. For a discovery/bootstrap tool in a crowded toolset, this leaves a real selection gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Two parameters (seatId, seatName) exist with 0% schema description coverage, and the description says nothing about them at all. An agent cannot learn what a seat ID is, whether it is required, how seatId and seatName interact, or what happens if both or neither are supplied. The description does not compensate for the schema gap in any way.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

It names a verb ('Describe') and a resource ('LeanrIQ outcomes... capability profile, safe starting action, boundaries'), which is more specific than a bare name restatement. However, the opening sentence is a verbatim copy of the title, so it adds no new discriminating information, and it never distinguishes itself from the sibling get_capabilities, get_permissions, or get_current_seat tools. An agent cannot tell from this text which discovery tool to pick.

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 statement of when to call this versus get_capabilities / get_permissions / get_current_seat, which all plausibly answer overlapping 'what can I do' questions. The phrase 'safe starting action' hints at a bootstrap role but is not framed as usage guidance. Most of the text is output-formatting instruction aimed at the model rather than tool-selection guidance.

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.

Resources