Files
accounted/extensions/general/mcp-server/__tests__/input-examples.test.ts
T
169e7eaf4e feat(mcp): worked examples on five high-traffic tools, and in the error that rejects a call (#2100)
#2066 asked for input_examples on the top ~20 tools by call volume. The
binding constraint turned out to be budget, not writing: after #2089
reclaimed 3 763 tokens, its own policy required ratcheting the tools/list
ceiling down with it, so the real headroom was 317 tokens. Ten examples
across five tools cost 199, leaving ~118. The ceiling is not raised.

Tools picked from 30 days of mcp.tool_called crossed with the
combinations the descriptions already warn about and callers still get
wrong: account_override without an explicit vat_treatment (books gross,
no moms line), representation without deltagare and syfte, confirmed on
a high-risk approval, a balanced voucher where the moms leg is its own
line, and get_kpi_report, where one caller sent `metric` 604 times over
seven days to a tool whose only parameter is period_id.

Examples are also surfaced in the unknown-parameter error. That costs
nothing in tools/list, because it only ships on the response to a call
that already failed, and it reaches the caller that most needs it: a key
list told DueCue's agent which parameter was wrong but not what a
correct call looks like, and the same rejected call repeated for a week.

Every example is validated against its own schema by the same
findUnknownArgKeys guard the server runs, plus required/type/enum/pattern
checks. An example our own boundary would reject is worse than none: it
teaches the exact mistake the guard then punishes. That test caught three
invented enum values in this change's own first draft.


Claude-Session: https://claude.ai/code/session_01L3P2hr19PhQuCoTSGoegcY

Co-authored-by: Jakob Wennberg <311770904+jakobwennberg-oss@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-09-01 20:18:19 +02:00

158 lines
6.4 KiB
TypeScript

import { describe, expect, it } from 'vitest'
import { tools, isDefaultCatalogTool } from '../server'
import { findUnknownArgKeys, shortestExampleFor } from '../arg-guard'
/**
* Worked `examples` on the tool inputSchema (#2066).
*
* An example is a call an agent will copy. If our own boundary would reject
* it, the example is worse than none: it teaches the exact mistake the guard
* then punishes. So every example is checked against the schema it ships with,
* with the same unknown-key rule the server enforces at runtime.
*/
interface JsonSchema {
type?: string
properties?: Record<string, JsonSchema>
required?: string[]
enum?: unknown[]
items?: JsonSchema
additionalProperties?: unknown
pattern?: string
examples?: unknown[]
}
const withExamples = tools
.map((t) => ({ name: t.name, schema: t.inputSchema as JsonSchema }))
.filter((t) => Array.isArray(t.schema.examples))
/** Placeholder ids are deliberately short ("3f1a..."): they must not read as real UUIDs. */
const PLACEHOLDER = /^[0-9a-f]{4}\.\.\.$/
function typeOf(value: unknown): string {
if (Array.isArray(value)) return 'array'
if (value === null) return 'null'
return typeof value
}
function checkValue(path: string, value: unknown, schema: JsonSchema, problems: string[]): void {
if (schema.type && schema.type !== typeOf(value)) {
// A placeholder id stands in for a UUID string; still a string.
problems.push(`${path}: expected ${schema.type}, got ${typeOf(value)}`)
return
}
if (schema.enum && !schema.enum.includes(value)) {
problems.push(`${path}: ${JSON.stringify(value)} is not in the declared enum`)
}
if (schema.pattern && typeof value === 'string' && !new RegExp(schema.pattern).test(value)) {
problems.push(`${path}: ${JSON.stringify(value)} does not match ${schema.pattern}`)
}
if (schema.type === 'array' && Array.isArray(value) && schema.items) {
value.forEach((item, i) => checkValue(`${path}[${i}]`, item, schema.items!, problems))
}
if (schema.type === 'object' && schema.properties && value && typeof value === 'object') {
checkObject(path, value as Record<string, unknown>, schema, problems)
}
}
function checkObject(path: string, value: Record<string, unknown>, schema: JsonSchema, problems: string[]): void {
for (const req of schema.required ?? []) {
if (!(req in value)) problems.push(`${path}: missing required property "${req}"`)
}
for (const [key, val] of Object.entries(value)) {
const propSchema = schema.properties?.[key]
if (!propSchema) continue
checkValue(`${path}.${key}`, val, propSchema, problems)
}
}
describe('inputSchema examples are calls the server would accept', () => {
it('ships examples on at least the tools this change targeted', () => {
// Pinned so a rename or a schema rewrite cannot silently drop them.
expect(withExamples.map((t) => t.name).sort()).toEqual([
'gnubok_approve_pending_operation',
'gnubok_categorize_transaction',
'gnubok_create_voucher',
'gnubok_get_kpi_report',
'gnubok_query_journal',
])
})
it('every example survives the unknown-parameter guard that rejects real calls', () => {
const offenders: string[] = []
for (const { name, schema } of withExamples) {
for (const [i, example] of (schema.examples ?? []).entries()) {
const unknown = findUnknownArgKeys(schema as Record<string, unknown>, example as Record<string, unknown>)
if (unknown.length > 0) offenders.push(`${name}[${i}]: ${unknown.join(', ')}`)
}
}
expect(offenders).toEqual([])
})
it('every example satisfies required properties, declared types, enums and patterns', () => {
const problems: string[] = []
for (const { name, schema } of withExamples) {
for (const [i, example] of (schema.examples ?? []).entries()) {
checkObject(`${name}[${i}]`, example as Record<string, unknown>, schema, problems)
}
}
expect(problems).toEqual([])
})
it('examples live only on tools the default catalog actually publishes', () => {
// An example on a search-only tool is budget spent where no agent reads it.
const hidden = withExamples.filter(({ name }) => {
const tool = tools.find((t) => t.name === name)!
return !isDefaultCatalogTool(tool)
})
expect(hidden.map((t) => t.name)).toEqual([])
})
it('uses obvious placeholders for ids, never invented UUIDs', () => {
// A real-looking UUID in an example gets copied verbatim and 404s; worse,
// it could name a row in some other tenant.
const suspicious: string[] = []
const walk = (label: string, value: unknown) => {
if (typeof value === 'string' && /^[0-9a-f]{8}-[0-9a-f]{4}/.test(value)) suspicious.push(`${label}=${value}`)
else if (Array.isArray(value)) value.forEach((v, i) => walk(`${label}[${i}]`, v))
else if (value && typeof value === 'object') {
for (const [k, v] of Object.entries(value)) walk(`${label}.${k}`, v)
}
}
for (const { name, schema } of withExamples) {
for (const [i, example] of (schema.examples ?? []).entries()) walk(`${name}[${i}]`, example)
}
expect(suspicious).toEqual([])
// And the placeholders we do use are recognisable as placeholders.
const ids = (withExamples.find((t) => t.name === 'gnubok_categorize_transaction')!.schema.examples ?? [])
.map((e) => (e as Record<string, string>).transaction_id)
expect(ids.every((id) => PLACEHOLDER.test(id))).toBe(true)
})
})
describe('shortestExampleFor: examples reach the caller that already failed', () => {
it('picks the shortest example, so the error stays readable', () => {
const schema = {
examples: [{ a: 1, b: 2, c: 3, d: 4 }, { a: 1 }],
} as Record<string, unknown>
expect(shortestExampleFor(schema)).toBe('{"a":1}')
})
it('returns nothing when the tool publishes no examples', () => {
expect(shortestExampleFor({})).toBe('')
expect(shortestExampleFor({ examples: [] })).toBe('')
})
it('declines an example too long to help inside an error message', () => {
const long = { note: 'x'.repeat(400) }
expect(shortestExampleFor({ examples: [long] })).toBe('')
})
it('gives the kpi-report caller the empty-object shape it needed', () => {
// The exact prod case: `metric` sent to a tool whose only parameter is
// period_id, 604 times over seven days.
const kpi = tools.find((t) => t.name === 'gnubok_get_kpi_report')!
expect(shortestExampleFor(kpi.inputSchema as Record<string, unknown>)).toBe('{}')
})
})