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Get public funder profile

funder_profile
Read-onlyIdempotent

Return one funder's plain-language profile, computed from active global observations. Each fact carries its public source name and the date it was last verified.

Input Schema

NameRequiredDescriptionDefault
funder_slugYesPublic URL slug from a funder_search result. Not an internal database identifier.

Output Schema

NameRequiredDescriptionDefault
nameYes
slugYes
factsYes
summaryYesPlain-language narrative only.
geographyYes
size_bandYesAverage annual giving over the last five reported years, in the funder's reporting currency. small is under 100,000; medium is 100,000 to 1,000,000; large is over 1,000,000; unknown means no public giving figure. Band limits are proposed and must be confirmed before G0 freeze.
cause_areasYes
website_urlYesThe funder's own website, if public.
jurisdictionYes
region_codesYes
source_namesYes
last_verified_dateYesMost recent verification date across the facts shown.

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 declare readOnlyHint, idempotentHint and closed-world behavior, so the safety profile is covered. The description adds real context beyond that: facts are computed from active observations and each carries a public source name and last-verified date, which tells the agent what the returned data represents. Missing: behavior for an unknown slug.

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 short sentences with zero filler, and the core identity of the tool is front-loaded before the provenance detail.

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?

An output schema exists, so return values need not be described, and the annotations carry the safety profile. What remains unstated is edge-case behavior (nonexistent or non-public slug result), a minor gap for an otherwise well-covered read 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 covers 100% of the single parameter, including the important note that funder_slug is a public URL slug rather than an internal id. The description adds nothing further about the parameter, so baseline 3 applies.

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 and resource: 'Return one funder's plain-language profile.' The singular 'one funder' implicitly separates it from the sibling funder_search, though no sibling is named explicitly, leaving differentiation to inference.

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 only implied: the phrase 'one funder's profile' suggests a follow-up lookup after searching, but the description never states when to use this versus funder_search or opportunity_detail. The routing hint ('from a funder_search result') lives only in the schema, not the description.

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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