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closermethod

B2B Buyer-Signal MCP

by closermethod

score_buyer_intent

Evaluate B2B buyer signals from hiring, funding, and tech changes to produce a composite intent score (0-100) and a recommended outreach action, enabling account prioritization.

Instructions

Given a list of signals observed for a target account, return a composite intent score (0-100) and recommended outreach action. Use this to prioritize an account list.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
signalsYesArray of signal keys observed for this account
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It does not disclose behavioral traits such as whether the tool is read-only, side effects, error handling for empty inputs, or any rate limits. The description is purely functional.

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 very concise at two sentences with no wasted words. It front-loads the purpose and usage.

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?

Given the simplicity (one parameter, no output schema), the description covers the essential information: input, output, and purpose. However, it could add more detail on the output format or scenarios like empty signals.

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 a clear parameter description. The tool description does not add additional meaning beyond what the schema provides; it only restates the general purpose.

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 tool takes a list of signals and returns a composite intent score (0-100) and recommended outreach action. It distinguishes from siblings like interpret_expansion_signal by being a composite aggregator for prioritization.

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

Usage Guidelines4/5

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

The description explicitly says to use it to prioritize an account list, which provides usage context. However, it doesn't explicitly state when not to use it or mention the alternative interpret tools for single signals.

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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