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musaceylan

looplens-mcp

by musaceylan

ingest_batch

Send multiple tool events in a single request to enable retry loop detection and iteration pattern analysis in agentic coding workflows.

Instructions

Ingest multiple tool events at once.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
eventsYesList of event objects (each with session_id, tool_name, etc.)
Behavior2/5

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

With no annotations, the description carries the full burden of behavioral disclosure. It only states the batch action and does not mention side effects, ordering, atomicity, error handling, or return behavior. This is a significant gap for a mutating batch operation.

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, front-loaded sentence that is concise and directly states the tool's action and scope. Every word earns its place with no wasted or redundant text.

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?

The tool has a single parameter but no output schema or annotations. The description does not explain what 'ingest' entails (e.g., whether it is synchronous, validates events, returns a result, or handles partial failures). The minimal description is insufficient for an agent to fully understand the tool's behavior.

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?

Schema description coverage is 100% (the events parameter has a detailed description). The tool description adds no extra parameter semantics, so the baseline of 3 applies; the schema already provides the necessary meaning.

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 'Ingest multiple tool events at once' clearly states the verb (ingest), resource (tool events), and scope (multiple at once). It implicitly distinguishes from the sibling ingest_event by emphasizing batch handling, making the tool's purpose unambiguous.

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 phrase 'at once' implies the tool is intended for batch ingestion, providing an implied usage context. However, it does not explicitly mention when to prefer this over ingest_event or when not to use it, so guidance is limited to implication.

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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