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GivingFuel MCP by usefulapi

List donors

givingfuel_list_customers
Read-only

List customer records (donors): id, email, billing name and address, lifetime amount, created and updated dates. Filter by email or dates. New donors can take up to 5 minutes to appear. GET /search/customers.

Input Schema

NameRequiredDescriptionDefault
sortNoSort by id: asc or desc (the vendor default applies when omitted).
emailNoOnly the donor with this email address.
limitNoResults per page, 1-50 (default 25).
created_afterNoOnly records created after this time.
updated_afterNoOnly records updated after this time.
created_beforeNoOnly records created before this time.
starting_afterNoCursor: pass the previous reply's next_starting_after to get the next page.
updated_beforeNoOnly records updated before this time.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnlyHint, destructiveHint=false), so the key added value is the eventual-consistency warning that new donors can take up to 5 minutes to appear — non-obvious and operationally important. The raw endpoint path is a minor extra, and pagination behavior is left to the schema.

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 tight sentences: resource and payload first, then filtering, then the freshness caveat. Every clause carries information; nothing is redundant.

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?

With no output schema, the description compensates by naming the returned fields, and pagination plus limits are fully covered by the schema. Only the missing routing against get_customer keeps it from being complete for an 8-parameter list tool.

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 100%, so every parameter including the cursor, sort, and date bounds is already documented. The description only restates the email and date filters and adds no syntax, format, or interaction detail beyond the schema.

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?

States the specific verb and resource ('List customer records (donors)') and enumerates the returned fields, so the agent knows exactly what comes back. It does not explicitly differentiate itself from the sibling givingfuel_get_customer, which partly overlaps via the email filter.

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?

Implies usage via 'Filter by email or dates', giving a rough sense of when to use it, but never says when to prefer givingfuel_get_customer for a single-record lookup vs. this listing tool. No exclusions or prerequisites are stated.

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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