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WillHeadlee

Little Green Light MCP Server

by WillHeadlee

recent_donors

Read-only

Retrieve donors who made gifts within a specified number of days, defaulting to 30, to track recent contributions.

Instructions

Get donors who gave within the last N days (defaults to 30)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoLookback window in days
Behavior3/5

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

Annotations already provide readOnlyHint=true and openWorldHint=true; description adds default window but no further behavioral details like response format or pagination.

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?

Single sentence, 10 words, no superfluous content; highly efficient.

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

Completeness5/5

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

Simple tool with one optional param; description fully adequate given read-only nature and annotations; no output schema needed for basic use.

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 covers 100% of params with description; description reinforces the 'days' param meaning but adds no new semantics beyond schema.

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?

Description clearly states verb 'Get', resource 'donors', and time window 'within last N days', distinguishing it from siblings like lapsed_donors and top_donors.

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?

Provides clear context (recent donors within N days) and default, implying when to use; lacks explicit when-not-to-use or alternatives, but contrast with siblings is clear.

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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