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musaceylan

looplens-mcp

by musaceylan

get_session_events

Retrieve paginated session events to analyze iteration patterns and detect retry loops in agentic coding workflows.

Instructions

Retrieve events for a session with pagination.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetNo
session_idYes
Behavior2/5

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

No annotations are provided, so the description must carry the full burden. The only behavioral trait disclosed is pagination, but it does not mention ordering, default limit/offset semantics, error behavior, or whether the result is a list with metadata. This is insufficient for a read operation without annotations.

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 concise sentence that front-loads the core purpose. Every word earns its place, and there is no verbosity or redundancy.

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

Completeness2/5

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

Given the lack of an output schema, the description should at least mention what is returned (e.g., a paginated list of events), but it only says 'retrieve events'. It also omits details about pagination behavior, such as default page size or how to navigate pages. The tool is simple, but the description leaves several gaps.

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?

Schema coverage is 0%, so the description must compensate. It mentions 'pagination' which hints at limit/offset, but it does not explain that session_id identifies the session, nor does it describe how limit/offset work together. The description adds only minimal meaning beyond the schema itself.

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 action ('Retrieve') and the resource ('events for a session'), making it obvious what the tool does. It is implicitly distinguished from siblings like get_session (session metadata) and list_sessions (all sessions).

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 purpose implies when to use the tool (when you need events for a specific session), but it provides no explicit guidance on when not to use it or how it differs from search_events or other related tools. This is better than no guidance but lacks exclusions.

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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