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NerdSnipe-Inc

Lofty MCP Server

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sendOpportunityNotification

Send opportunity notifications to agents using their ID and a custom message. Inform agents about relevant opportunities.

Instructions

Send an opportunity notification to an agent.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
agentIdYesAgent ID
messageYesNotification message
typeNoNotification type (optional)
Behavior2/5

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

With no annotations, the description carries the full burden but only states the action. It does not mention whether the notification is stored, delivered instantly, requires special permissions, or has any side effects.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise (one sentence). While there is no waste, it omits useful behavioral details that could be added without bloat, so it is adequate but not optimal.

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 no output schema and minimal schema description, the description should explain what occurs when sending (e.g., whether it's queued, if there's a response, error conditions). It does not, leaving the tool incomplete for an agent to understand fully.

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 clear descriptions for each parameter. The description adds no additional meaning beyond what the schema already provides, so it meets the baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Send' and the resource 'opportunity notification to an agent'. It is specific but does not differentiate from sibling tools like sendSystemEmailToAgent or sendAppPushTaskReminder, which also send notifications.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus other notification tools. The decision is left entirely to the agent without context.

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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