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zakgoldwasser

Every.org MCP

Get nonprofit

get_nonprofit
Read-only

Retrieve a single Every.org nonprofit by slug, 9-digit EIN, or UUID to view its organization details.

Instructions

Get one Every.org nonprofit by slug, 9-digit EIN, or nonprofit UUID. EINs may include dashes.

Input Schema

NameRequiredDescriptionDefault
identifierYesSlug, EIN, or nonprofit UUID.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety is covered. The description adds the accepted identifier formats and the non-obvious EIN dash tolerance, but says nothing about return shape, not-found behavior, or errors.

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?

Two tight sentences, zero filler, with the core lookup action front-loaded before the format caveat.

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?

For a single-parameter read tool with full schema coverage and no output schema, the description supplies enough to invoke it correctly. Minor omissions (error/not-found behavior) are acceptable given the annotation coverage.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description goes beyond the schema by clarifying that the EIN is 9-digit and that dashes are permitted. That is a genuinely additive format detail not spelled out in 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 a specific verb (Get) and resource (Every.org nonprofit) with clear singular scope ('one'), which distinguishes it from the search/browse siblings. It does not name those siblings explicitly, so it falls short of a 5.

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?

Usage is implied by the singular identifier-based lookup, contrasting with list_causes and search_nonprofits, but there is no explicit when-to-use/when-not or named alternative. The agent must infer the routing from context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.