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geoffbelknap

LimaCharlie MCP

by geoffbelknap

lc_list_ai_sessions

List AI sessions in an organization to monitor usage, enforce governance, and track costs.

Instructions

List org-scoped AI sessions for governance and cost visibility.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
oidYes
limitNo
cursorNo
statusNo
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It only states the purpose but does not mention pagination, result structure, authentication requirements, rate limits, or that this is a read-only operation. The schema implies pagination via limit and cursor, but the description omits this.

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?

The description is a single, focused sentence that front-loads the purpose with no extraneous words. However, it sacrifices necessary detail for brevity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 4 parameters, no output schema, and no annotations, the description is severely incomplete. It fails to mention pagination, filtering, required fields, or return structure, making it difficult for an agent to use correctly.

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

Parameters1/5

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

Schema description coverage is 0%, and the description provides no explanation of any parameters. It does not mention that 'oid' is required, nor does it clarify the roles of 'limit', 'cursor', or 'status'. This is a critical gap.

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?

The description clearly states the verb 'list', the resource 'AI sessions', the scope 'org-scoped', and the purpose 'governance and cost visibility'. This distinguishes it from sibling list tools like lc_list_ai_agents or lc_list_ai_memories.

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?

No explicit guidance on when to use this tool versus alternatives. It does not state when not to use it or mention any prerequisites or context for governance and cost visibility.

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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