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AimenHallou

engain-mcp

by AimenHallou

engain_get_mention_stats

Retrieve aggregated sentiment counts for mentions from a Reddit campaign project. Optionally filter by brand to analyze brand-specific sentiment.

Instructions

Get aggregated sentiment counts for a project's mentions, optionally for one brand.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
brandNo
projectIdNoEngain project (campaign) ID. Defaults to ENGAIN_PROJECT_ID if set.
Behavior2/5

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

No annotations are provided, and the description does not disclose behavioral traits such as read-only nature, permissions needed, or rate limits. For a mutation-free get operation, more transparency would be beneficial.

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 sentence that is front-loaded with the core purpose. No unnecessary words or repetition.

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?

The tool has no output schema, so the description should hint at return structure. It mentions 'sentiment counts' but does not specify the breakdown (e.g., positive, negative, neutral). Adequate but not complete.

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 50% (only projectId has a description). The description adds 'optionally for one brand' but does not explain the brand parameter's format or possible values. It partially compensates for the coverage 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 'Get', the resource 'aggregated sentiment counts', and the scope 'project's mentions, optionally for one brand'. It distinguishes itself from sibling tools like get_mention or get_mention_brands.

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 description implies usage for obtaining sentiment counts but does not explicitly state when to use this over alternatives, nor does it provide exclusions or prerequisites.

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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