AARF Utility Network
Paid AI utilities for web comparison, code checks, document extraction, security, and research.
使うべきか
品質と安全性
A
検出事項（2）
- LOWTool 'document_table_extractor' description lacks action verbdocument_table_extractor 内
- LOWTool 'invoice_receipt_matcher' description lacks action verbinvoice_receipt_matcher 内
ツール定義とプロトコルへの準拠に関する自動分析に基づいています。
コンテキストコスト
~5,514トークン数（ツール定義）
~3.3 KB一般的なレスポンスサイズ
注意への影響は大きい（128k コンテキストの 4.31%）
これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。
インストール
ワンクリックインストール
これを `claude_desktop_config.json` ファイルに追加してください:
{
"mcpServers": {
"aarf-utility-network": {
"url": "https://mcp.qolapps.org/mcp"
}
}
}リモートエンドポイント
https://mcp.qolapps.org/mcpstreamable-httpできること
ツール一覧
ツール（15）
🟢 読み取り専用🟡 書き込み🔴 削除⚪ 不明
🟢semantic_web_diff
Compare two webpage versions and return only meaningful content changes as structured JSON. Filters cosmetic DOM churn, tracking IDs, timestamps, and other noise. Use when you need to distinguish meaningful webpage changes from layout noise. Price: $0.02 per comparison.
入力スキーマ
{
"type": "object",
"properties": {}
}出力スキーマ
{
"type": "object",
"properties": {
"meaningfulChange": {
"type": "boolean"
},
"severity": {
"type": "string",
"enum": [
"none",
"low",
"medium",
"high",
"critical"
]
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"summary": {
"type": "string"
},
"changes": {
"type": "array",
"items": {
"type": "object",
"properties": {
"category": {
"type": "string"
},
"severity": {
"type": "string",
"enum": [
"low",
"medium",
"high",
"critical"
]
},
"oldValue": {
"type": "string"
},
"newValue": {
"type": "string"
},
"evidenceOld": {
"type": "string"
},
"evidenceNew": {
"type": "string"
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
},
"required": [
"category",
"severity",
"oldValue",
"newValue",
"evidenceOld",
"evidenceNew",
"confidence"
],
"additionalProperties": false
}
},
"ignoredNoise": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"meaningfulChange",
"severity",
"confidence",
"summary",
"changes",
"ignoredNoise"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢migration_safety_auditor(dialect, migration, context)
Analyze Postgres, Supabase Postgres, or Prisma/Postgres migration SQL for destructive operations, lock/data-loss risk, backwards-compatibility hazards, rollback issues, and safer sequencing. Returns structured findings with evidence and confidence. Use before applying a database migration to identify destructive or risky steps. Price: $0.25 per migration.
入力スキーマ
{
"type": "object",
"properties": {
"dialect": {
"type": "string",
"enum": [
"postgres",
"supabase-postgres",
"prisma-postgres"
]
},
"migration": {
"type": "string"
},
"context": {
"type": "object",
"properties": {
"tableSizes": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": "number"
}
},
"postgresVersion": {
"type": "string"
},
"applicationCompatibilityNotes": {
"type": "string"
}
}
}
},
"required": [
"dialect",
"migration"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"risk": {
"type": "string",
"enum": [
"low",
"medium",
"high",
"critical"
]
},
"score": {
"type": "number",
"minimum": 0,
"maximum": 100
},
"findings": {
"type": "array",
"items": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"severity": {
"type": "string",
"enum": [
"low",
"medium",
"high",
"critical"
]
},
"statement": {
"type": "string"
},
"risk": {
"type": "string"
},
"evidence": {
"type": "string"
},
"recommendation": {
"type": "string"
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
},
"required": [
"id",
"severity",
"statement",
"risk",
"evidence",
"recommendation",
"confidence"
],
"additionalProperties": false
}
},
"safeSequence": {
"type": "array",
"items": {
"type": "string"
}
},
"rollbackNotes": {
"type": "array",
"items": {
"type": "string"
}
},
"unknowns": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"risk",
"score",
"findings",
"safeSequence",
"rollbackNotes",
"unknowns"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢document_structured_extractor(profile, source, fields)
Extract structured fields and source evidence from supported documents using task-specific profiles such as tenders, invoices, contract dates, and privacy policies. Returns schema-validated JSON with confidence and page/source references. Use when you need named fields extracted from an invoice or other document with evidence. Price: $0.05 per document.
入力スキーマ
{
"type": "object",
"properties": {
"profile": {
"type": "string",
"enum": [
"tender",
"invoice",
"contract-dates",
"privacy-policy",
"generic-key-values"
]
},
"source": {
"anyOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "url"
},
"url": {
"type": "string",
"format": "uri"
}
},
"required": [
"type",
"url"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "text"
},
"text": {
"type": "string"
}
},
"required": [
"type",
"text"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "base64"
},
"data": {
"type": "string"
},
"mimeType": {
"type": "string"
}
},
"required": [
"type",
"data",
"mimeType"
]
}
]
},
"fields": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"description": {
"type": "string"
},
"type": {
"type": "string"
}
},
"required": [
"name"
]
}
}
},
"required": [
"profile",
"source"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"profile": {
"type": "string"
},
"fields": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"type": "object",
"properties": {
"value": {
"anyOf": [
{
"type": "string"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
},
"sourceText": {
"type": "string"
},
"page": {
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 9007199254740991
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"unknownReason": {
"type": "string"
}
},
"required": [
"value",
"confidence"
],
"additionalProperties": false
}
},
"evidenceRequired": {
"type": "boolean"
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
},
"truncatedByBudget": {
"type": "boolean"
}
},
"required": [
"profile",
"fields",
"evidenceRequired",
"warnings",
"truncatedByBudget"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢url_to_agent_markdown(url)
Fetch a public webpage and return compact agent-ready Markdown, canonical metadata, tables, and important links while removing navigation, scripts, cookie UI, and layout clutter. Use when you need readable content from a public webpage without navigation or page clutter. Price: $0.01 per page.
入力スキーマ
{
"type": "object",
"properties": {
"url": {
"type": "string",
"format": "uri"
}
},
"required": [
"url"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"url": {
"type": "string"
},
"canonicalUrl": {
"type": "string"
},
"title": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"author": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"publishedAt": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"markdown": {
"type": "string"
},
"links": {
"type": "array",
"items": {
"type": "string"
}
},
"tables": {
"type": "array",
"items": {
"type": "array",
"items": {
"type": "string"
}
}
},
"metadata": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"quality": {
"type": "object",
"properties": {
"score": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"method": {
"type": "string"
}
},
"required": [
"score",
"method"
],
"additionalProperties": false
}
},
"required": [
"url",
"canonicalUrl",
"title",
"author",
"publishedAt",
"markdown",
"links",
"tables",
"metadata",
"quality"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢code_diff_verifier(diff, language, framework, testOutput, context, ...)
Review a source-code diff for likely bugs, missing tests, compatibility problems, unsafe migrations, and security-relevant mistakes. Returns structured findings with file/line evidence and confidence. Use before merging a patch when you want a quick static check for bugs, security, and missing tests. Price: $0.25 per diff.
入力スキーマ
{
"type": "object",
"properties": {
"diff": {
"type": "string"
},
"language": {
"type": "string"
},
"framework": {
"type": "string"
},
"testOutput": {
"type": "string"
},
"context": {
"type": "string"
},
"focus": {
"type": "array",
"items": {
"type": "string",
"enum": [
"bugs",
"security",
"compatibility",
"tests",
"performance",
"migration"
]
}
}
},
"required": [
"diff"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"verdict": {
"type": "string",
"enum": [
"pass",
"changes_requested",
"needs_review"
]
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"findings": {
"type": "array",
"items": {
"type": "object",
"properties": {
"severity": {
"type": "string",
"enum": [
"low",
"medium",
"high",
"critical"
]
},
"category": {
"type": "string"
},
"file": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"line": {
"anyOf": [
{
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 9007199254740991
},
{
"type": "null"
}
]
},
"title": {
"type": "string"
},
"explanation": {
"type": "string"
},
"suggestedTest": {
"type": "string"
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
},
"required": [
"severity",
"category",
"file",
"line",
"title",
"explanation",
"suggestedTest",
"confidence"
],
"additionalProperties": false
}
},
"missingTests": {
"type": "array",
"items": {
"type": "string"
}
},
"positiveNotes": {
"type": "array",
"items": {
"type": "string"
}
},
"limitation": {
"type": "string"
}
},
"required": [
"verdict",
"confidence",
"findings",
"missingTests",
"positiveNotes",
"limitation"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢pii_secret_redactor(text, format, redactionStyle)
Detect and redact common personal data and credentials from text, JSON, and source code without sending content to a model. Use before sharing logs, documents, tickets, or code that may contain personal data or secrets. Price: $0.15 per text.
入力スキーマ
{
"type": "object",
"properties": {
"text": {
"type": "string"
},
"format": {
"default": "text",
"type": "string",
"enum": [
"text",
"json",
"code"
]
},
"redactionStyle": {
"default": "label",
"type": "string",
"enum": [
"label",
"mask",
"hash"
]
}
},
"required": [
"text"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"redacted": {
"type": "string"
},
"findings": {
"type": "array",
"items": {
"type": "object",
"properties": {
"type": {
"type": "string"
},
"start": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"end": {
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 9007199254740991
},
"replacement": {
"type": "string"
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
},
"required": [
"type",
"start",
"end",
"replacement",
"confidence"
],
"additionalProperties": false
}
},
"count": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"types": {
"type": "array",
"items": {
"type": "string"
}
},
"limitation": {
"type": "string"
}
},
"required": [
"redacted",
"findings",
"count",
"types",
"limitation"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢openapi_agent_auditor(spec, baseUrl)
Audit an OpenAPI document for complete schemas, useful examples, stable operation IDs, clear descriptions, and payment/authentication discoverability. Use before publishing an API to find missing schemas, examples, operation IDs, and agent-facing guidance. Price: $0.20 per API specification.
入力スキーマ
{
"type": "object",
"properties": {
"spec": {
"anyOf": [
{
"type": "string"
},
{
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
}
]
},
"baseUrl": {
"type": "string",
"format": "uri"
}
},
"required": [
"spec"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"valid": {
"type": "boolean"
},
"score": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"format": {
"type": "string",
"enum": [
"openapi",
"swagger",
"invalid"
]
},
"issues": {
"type": "array",
"items": {
"type": "object",
"properties": {
"path": {
"type": "string"
},
"severity": {
"type": "string",
"enum": [
"error",
"warning"
]
},
"message": {
"type": "string"
},
"fix": {
"type": "string"
}
},
"required": [
"path",
"severity",
"message",
"fix"
],
"additionalProperties": false
}
},
"operations": {
"type": "array",
"items": {
"type": "object",
"properties": {
"method": {
"type": "string"
},
"path": {
"type": "string"
},
"operationId": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"score": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"issues": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"method",
"path",
"operationId",
"score",
"issues"
],
"additionalProperties": false
}
},
"agentReadiness": {
"type": "array",
"items": {
"type": "string"
}
},
"limitation": {
"type": "string"
}
},
"required": [
"valid",
"score",
"format",
"issues",
"operations",
"agentReadiness",
"limitation"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢document_validator(profile, text, requiredFields)
Check invoices, contracts, tenders, and text documents for required fields and source evidence before downstream automation. Use when a text document must be checked against a known profile such as an invoice. Price: $0.25 per document.
入力スキーマ
{
"type": "object",
"properties": {
"profile": {
"type": "string",
"enum": [
"invoice",
"contract",
"tender",
"generic"
]
},
"text": {
"type": "string"
},
"requiredFields": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"profile",
"text"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"valid": {
"type": "boolean"
},
"profile": {
"type": "string"
},
"checks": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"present": {
"type": "boolean"
},
"value": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
},
"required": [
"name",
"present",
"value",
"confidence"
],
"additionalProperties": false
}
},
"missingFields": {
"type": "array",
"items": {
"type": "string"
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
},
"limitation": {
"type": "string"
}
},
"required": [
"valid",
"profile",
"checks",
"missingFields",
"warnings",
"limitation"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢document_table_extractor(document, format, headerRow)
Extract Markdown, CSV, and plain-text tables into clean structured rows for agents and business workflows. Use when a text or Markdown document contains tables that an agent needs as structured rows. Price: $0.15 per document.
入力スキーマ
{
"type": "object",
"properties": {
"document": {
"type": "string"
},
"format": {
"default": "auto",
"type": "string",
"enum": [
"auto",
"markdown",
"csv",
"text"
]
},
"headerRow": {
"default": true,
"type": "boolean"
}
},
"required": [
"document"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"tables": {
"type": "array",
"items": {
"type": "object",
"properties": {
"headers": {
"type": "array",
"items": {
"type": "string"
}
},
"rows": {
"type": "array",
"items": {
"type": "array",
"items": {
"type": "string"
}
}
},
"rowCount": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
}
},
"required": [
"headers",
"rows",
"rowCount"
],
"additionalProperties": false
}
},
"totalRows": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
},
"limitation": {
"type": "string"
}
},
"required": [
"tables",
"totalRows",
"warnings",
"limitation"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢data_cleaner(format, data, requiredColumns, deduplicateBy)
Normalize, trim, validate, and deduplicate tabular CSV or JSON data for reliable agent workflows. Use when JSON or CSV-like data needs normalization, trimming, or duplicate removal. Price: $0.08 per dataset.
入力スキーマ
{
"type": "object",
"properties": {
"format": {
"type": "string",
"enum": [
"csv",
"json"
]
},
"data": {
"type": "string"
},
"requiredColumns": {
"type": "array",
"items": {
"type": "string"
}
},
"deduplicateBy": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"format",
"data"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"format": {
"type": "string",
"enum": [
"csv",
"json"
]
},
"data": {
"type": "string"
},
"rowsIn": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"rowsOut": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"changes": {
"type": "array",
"items": {
"type": "string"
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"format",
"data",
"rowsIn",
"rowsOut",
"changes",
"warnings"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢dependency_risk_scanner(ecosystem, files, allowedLicenses)
Inspect dependency manifests for missing versions, risky install scripts, unknown licenses, and policy issues without claiming to replace a live CVE database. Use when a manifest needs static checks for dependency, license, and policy risk. Price: $0.35 per dependency manifest.
入力スキーマ
{
"type": "object",
"properties": {
"ecosystem": {
"default": "auto",
"type": "string",
"enum": [
"auto",
"npm",
"python",
"go"
]
},
"files": {
"minItems": 1,
"maxItems": 10,
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"content": {
"type": "string"
}
},
"required": [
"name",
"content"
]
}
},
"allowedLicenses": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"files"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"ecosystem": {
"type": "string"
},
"dependencies": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"version": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"source": {
"type": "string"
},
"riskFlags": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"name",
"version",
"source",
"riskFlags"
],
"additionalProperties": false
}
},
"findings": {
"type": "array",
"items": {
"type": "object",
"properties": {
"severity": {
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"category": {
"type": "string"
},
"message": {
"type": "string"
},
"evidence": {
"type": "string"
}
},
"required": [
"severity",
"category",
"message",
"evidence"
],
"additionalProperties": false
}
},
"score": {
"type": "number",
"minimum": 0,
"maximum": 100
},
"limitation": {
"type": "string"
}
},
"required": [
"ecosystem",
"dependencies",
"findings",
"score",
"limitation"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢website_change_monitor(url, previousContent, baselineKey, saveBaseline, focusTerms)
Fetch a public webpage, normalize its readable text, and report whether it changed against a caller-supplied baseline. Use when an agent needs to fetch a public page and compare it with a previous baseline. Price: $0.03 per page check.
入力スキーマ
{
"type": "object",
"properties": {
"url": {
"type": "string",
"format": "uri"
},
"previousContent": {
"type": "string"
},
"baselineKey": {
"type": "string",
"maxLength": 160,
"pattern": "^[a-zA-Z0-9._/-]+$"
},
"saveBaseline": {
"type": "boolean"
},
"focusTerms": {
"maxItems": 20,
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"url"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"url": {
"type": "string"
},
"currentHash": {
"type": "string"
},
"changed": {
"type": "boolean"
},
"summary": {
"type": "string"
},
"matchedTerms": {
"type": "array",
"items": {
"type": "string"
}
},
"contentPreview": {
"type": "string"
},
"fetchedBytes": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
}
},
"required": [
"url",
"currentHash",
"changed",
"summary",
"matchedTerms",
"contentPreview",
"fetchedBytes"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢website_accessibility_auditor(source)
Check public HTML for common accessibility failures including missing image text, labels, page language, headings, and link names. Use when HTML needs a fast heuristic accessibility review before publishing. Price: $0.20 per page audit.
入力スキーマ
{
"type": "object",
"properties": {
"source": {
"anyOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "url"
},
"url": {
"type": "string",
"format": "uri"
}
},
"required": [
"type",
"url"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "html"
},
"html": {
"type": "string"
}
},
"required": [
"type",
"html"
]
}
]
}
},
"required": [
"source"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"score": {
"type": "number",
"minimum": 0,
"maximum": 100
},
"issues": {
"type": "array",
"items": {
"type": "object",
"properties": {
"rule": {
"type": "string"
},
"severity": {
"type": "string",
"enum": [
"low",
"medium",
"high"
]
},
"message": {
"type": "string"
},
"evidence": {
"type": "string"
},
"fix": {
"type": "string"
}
},
"required": [
"rule",
"severity",
"message",
"evidence",
"fix"
],
"additionalProperties": false
}
},
"checksRun": {
"type": "integer",
"minimum": 0,
"maximum": 9007199254740991
},
"limitation": {
"type": "string"
}
},
"required": [
"score",
"issues",
"checksRun",
"limitation"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢invoice_receipt_matcher(invoiceText, receiptText, amountTolerance)
Compare invoice and receipt text for matching document numbers and totals with a configurable amount tolerance. Use when an invoice and receipt must be compared for amount and identifier mismatches. Price: $0.20 per match.
入力スキーマ
{
"type": "object",
"properties": {
"invoiceText": {
"type": "string"
},
"receiptText": {
"type": "string"
},
"amountTolerance": {
"default": 0.01,
"type": "number",
"minimum": 0
}
},
"required": [
"invoiceText",
"receiptText"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"matched": {
"type": "boolean"
},
"score": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"invoiceNumber": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"invoiceTotal": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"receiptTotal": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"differences": {
"type": "array",
"items": {
"type": "object",
"properties": {
"field": {
"type": "string"
},
"invoice": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"receipt": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"message": {
"type": "string"
}
},
"required": [
"field",
"invoice",
"receipt",
"message"
],
"additionalProperties": false
}
},
"limitation": {
"type": "string"
}
},
"required": [
"matched",
"score",
"invoiceNumber",
"invoiceTotal",
"receiptTotal",
"differences",
"limitation"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}🟢citation_research_pack(question, sources)
Collect relevant evidence from supplied public sources and return source-linked snippets that agents can cite and verify. Use when an agent needs evidence-ranked excerpts from supplied public sources. Price: $0.35 per research pack.
入力スキーマ
{
"type": "object",
"properties": {
"question": {
"type": "string",
"minLength": 3
},
"sources": {
"minItems": 1,
"maxItems": 5,
"type": "array",
"items": {
"type": "object",
"properties": {
"url": {
"type": "string",
"format": "uri"
},
"excerpt": {
"type": "string"
}
},
"required": [
"url"
]
}
}
},
"required": [
"question",
"sources"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}出力スキーマ
{
"type": "object",
"properties": {
"question": {
"type": "string"
},
"sources": {
"type": "array",
"items": {
"type": "object",
"properties": {
"url": {
"type": "string"
},
"title": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"evidence": {
"type": "array",
"items": {
"type": "string"
}
},
"relevance": {
"type": "number",
"minimum": 0,
"maximum": 1
}
},
"required": [
"url",
"title",
"evidence",
"relevance"
],
"additionalProperties": false
}
},
"answerable": {
"type": "boolean"
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
},
"limitation": {
"type": "string"
}
},
"required": [
"question",
"sources",
"answerable",
"warnings",
"limitation"
],
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false
}推奨プロンプト
search_research
Search for information about [topic] using AARF Utility Network
想定されるツール:
citation_research_packfind_specific
Find [specific item] using AARF Utility Network
想定されるツール:
citation_research_packコミュニティ
エビデンス
最近の観測
検証済みバージョンは記録されていませんツール 15 件
検証済みバージョンは記録されていませんツール 15 件