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competlab

competlab-mcp-server

get_pricing_dashboard

Retrieve competitive pricing intelligence including structured plans, market statistics, gap analysis, and AI-driven insights to monitor competitor pricing strategies.

Instructions

Get the latest Pricing Intelligence for all competitors. Returns structured pricing plans (name, price, billing interval, summary — up to 5 plans per competitor), market pricing statistics, pricing gap analysis, and AI analysis with insights and actions. Use this for the current snapshot; use get_pricing_history for past runs. Read-only. Returns JSON object.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectIdYesProject ID (from list_projects)
Behavior4/5

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

No annotations provided, so description carries full burden. It discloses read-only behavior and return type (JSON object). Could mention data freshness, but adequate for a read-only snapshot tool.

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?

Three concise sentences, front-loaded with purpose, then details, usage alternative, and read-only note. Every sentence adds value without redundancy.

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

Completeness4/5

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

Describes return components (plans, stats, gap analysis, AI analysis) but lacks exact response fields. Without output schema, slightly more detail could help, but sufficient given tool's complexity and sibling context.

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 coverage is 100% with one parameter (projectId) described in schema. Description adds no additional meaning beyond the schema's description. Baseline 3 applies.

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 it 'Get the latest Pricing Intelligence for all competitors,' specifying the verb and resource. It differentiates from the sibling tool 'get_pricing_history' by noting use for current snapshot vs. past runs.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly says 'Use this for the current snapshot; use get_pricing_history for past runs,' providing clear when-to-use and alternative guidance. Also marks tool as read-only.

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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