MCP-Server
AARF Utility Network
org.qolapps/aarf-utility-network
Was dieses MCP kann
Offers paid utilities for code and dependency review, migration analysis, document extraction and validation, data cleaning, redaction, web extraction, and research.
Funktionen
Tools
15
Tools
citation_research_pack
Citation Research Pack
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: $0.35 per research pack.
Nur Lesen
Externer Zugriff
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['question', 'sources'], 'properties': {'sources': {'type': 'array', 'items': {'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'format': 'uri'}, 'excerpt': {'type': 'string'}}}, 'maxItems': 5, 'minItems': 1}, 'question': {'type': 'string', 'minLength': 3}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['question', 'sources', 'answerable', 'warnings', 'limitation'], 'properties': {'sources': {'type': 'array', 'items': {'type': 'object', 'required': ['url', 'title', 'evidence', 'relevance'], 'properties': {'url': {'type': 'string'}, 'title': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'evidence': {'type': 'array', 'items': {'type': 'string'}}, 'relevance': {'type': 'number', 'maximum': 1, 'minimum': 0}}, 'additionalProperties': False}}, 'question': {'type': 'string'}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'answerable': {'type': 'boolean'}, 'limitation': {'type': 'string'}}, 'additionalProperties': False}
code_diff_verifier
Code Diff Verifier
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: $0.25 per diff.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['diff'], 'properties': {'diff': {'type': 'string'}, 'focus': {'type': 'array', 'items': {'enum': ['bugs', 'security', 'compatibility', 'tests', 'performance', 'migration'], 'type': 'string'}}, 'context': {'type': 'string'}, 'language': {'type': 'string'}, 'framework': {'type': 'string'}, 'testOutput': {'type': 'string'}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['verdict', 'confidence', 'findings', 'missingTests', 'positiveNotes', 'limitation'], 'properties': {'verdict': {'enum': ['pass', 'changes_requested', 'needs_review'], 'type': 'string'}, 'findings': {'type': 'array', 'items': {'type': 'object', 'required': ['severity', 'category', 'file', 'line', 'title', 'explanation', 'suggestedTest', 'confidence'], 'properties': {'file': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'line': {'anyOf': [{'type': 'integer', 'maximum': 9007199254740991, 'exclusiveMinimum': 0}, {'type': 'null'}]}, 'title': {'type': 'string'}, 'category': {'type': 'string'}, 'severity': {'enum': ['low', 'medium', 'high', 'critical'], 'type': 'string'}, 'confidence': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'explanation': {'type': 'string'}, 'suggestedTest': {'type': 'string'}}, 'additionalProperties': False}}, 'confidence': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'limitation': {'type': 'string'}, 'missingTests': {'type': 'array', 'items': {'type': 'string'}}, 'positiveNotes': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
data_cleaner
CSV and JSON Cleaner
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: $0.08 per dataset.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['format', 'data'], 'properties': {'data': {'type': 'string'}, 'format': {'enum': ['csv', 'json'], 'type': 'string'}, 'deduplicateBy': {'type': 'array', 'items': {'type': 'string'}}, 'requiredColumns': {'type': 'array', 'items': {'type': 'string'}}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['format', 'data', 'rowsIn', 'rowsOut', 'changes', 'warnings'], 'properties': {'data': {'type': 'string'}, 'format': {'enum': ['csv', 'json'], 'type': 'string'}, 'rowsIn': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'changes': {'type': 'array', 'items': {'type': 'string'}}, 'rowsOut': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
dependency_risk_scanner
Dependency and License Risk Scanner
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: $0.35 per dependency manifest.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['files'], 'properties': {'files': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'content'], 'properties': {'name': {'type': 'string'}, 'content': {'type': 'string'}}}, 'maxItems': 10, 'minItems': 1}, 'ecosystem': {'enum': ['auto', 'npm', 'python', 'go'], 'type': 'string', 'default': 'auto'}, 'allowedLicenses': {'type': 'array', 'items': {'type': 'string'}}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['ecosystem', 'dependencies', 'findings', 'score', 'limitation'], 'properties': {'score': {'type': 'number', 'maximum': 100, 'minimum': 0}, 'findings': {'type': 'array', 'items': {'type': 'object', 'required': ['severity', 'category', 'message', 'evidence'], 'properties': {'message': {'type': 'string'}, 'category': {'type': 'string'}, 'evidence': {'type': 'string'}, 'severity': {'enum': ['low', 'medium', 'high'], 'type': 'string'}}, 'additionalProperties': False}}, 'ecosystem': {'type': 'string'}, 'limitation': {'type': 'string'}, 'dependencies': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'version', 'source', 'riskFlags'], 'properties': {'name': {'type': 'string'}, 'source': {'type': 'string'}, 'version': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'riskFlags': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}}}, 'additionalProperties': False}
document_structured_extractor
Document Structured Extractor
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: $0.05 per document.
Nur Lesen
Externer Zugriff
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['profile', 'source'], 'properties': {'fields': {'type': 'array', 'items': {'type': 'object', 'required': ['name'], 'properties': {'name': {'type': 'string'}, 'type': {'type': 'string'}, 'description': {'type': 'string'}}}}, 'source': {'anyOf': [{'type': 'object', 'required': ['type', 'url'], 'properties': {'url': {'type': 'string', 'format': 'uri'}, 'type': {'type': 'string', 'const': 'url'}}}, {'type': 'object', 'required': ['type', 'text'], 'properties': {'text': {'type': 'string'}, 'type': {'type': 'string', 'const': 'text'}}}, {'type': 'object', 'required': ['type', 'data', 'mimeType'], 'properties': {'data': {'type': 'string'}, 'type': {'type': 'string', 'const': 'base64'}, 'mimeType': {'type': 'string'}}}]}, 'profile': {'enum': ['tender', 'invoice', 'contract-dates', 'privacy-policy', 'generic-key-values'], 'type': 'string'}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['profile', 'fields', 'evidenceRequired', 'warnings', 'truncatedByBudget'], 'properties': {'fields': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'object', 'required': ['value', 'confidence'], 'properties': {'page': {'type': 'integer', 'maximum': 9007199254740991, 'exclusiveMinimum': 0}, 'value': {'anyOf': [{'type': 'string'}, {'type': 'number'}, {'type': 'boolean'}, {'type': 'null'}]}, 'confidence': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'sourceText': {'type': 'string'}, 'unknownReason': {'type': 'string'}}, 'additionalProperties': False}}, 'profile': {'type': 'string'}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'evidenceRequired': {'type': 'boolean'}, 'truncatedByBudget': {'type': 'boolean'}}, 'additionalProperties': False}
document_table_extractor
Document Table Extractor
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: $0.15 per document.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['document'], 'properties': {'format': {'enum': ['auto', 'markdown', 'csv', 'text'], 'type': 'string', 'default': 'auto'}, 'document': {'type': 'string'}, 'headerRow': {'type': 'boolean', 'default': True}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['tables', 'totalRows', 'warnings', 'limitation'], 'properties': {'tables': {'type': 'array', 'items': {'type': 'object', 'required': ['headers', 'rows', 'rowCount'], 'properties': {'rows': {'type': 'array', 'items': {'type': 'array', 'items': {'type': 'string'}}}, 'headers': {'type': 'array', 'items': {'type': 'string'}}, 'rowCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': False}}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'totalRows': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'limitation': {'type': 'string'}}, 'additionalProperties': False}
document_validator
Document Validator
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: $0.25 per document.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['profile', 'text'], 'properties': {'text': {'type': 'string'}, 'profile': {'enum': ['invoice', 'contract', 'tender', 'generic'], 'type': 'string'}, 'requiredFields': {'type': 'array', 'items': {'type': 'string'}}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['valid', 'profile', 'checks', 'missingFields', 'warnings', 'limitation'], 'properties': {'valid': {'type': 'boolean'}, 'checks': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'present', 'value', 'confidence'], 'properties': {'name': {'type': 'string'}, 'value': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'present': {'type': 'boolean'}, 'confidence': {'type': 'number', 'maximum': 1, 'minimum': 0}}, 'additionalProperties': False}}, 'profile': {'type': 'string'}, 'warnings': {'type': 'array', 'items': {'type': 'string'}}, 'limitation': {'type': 'string'}, 'missingFields': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
invoice_receipt_matcher
Invoice and Receipt Matcher
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: $0.20 per match.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['invoiceText', 'receiptText'], 'properties': {'invoiceText': {'type': 'string'}, 'receiptText': {'type': 'string'}, 'amountTolerance': {'type': 'number', 'default': 0.01, 'minimum': 0}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['matched', 'score', 'invoiceNumber', 'invoiceTotal', 'receiptTotal', 'differences', 'limitation'], 'properties': {'score': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'matched': {'type': 'boolean'}, 'limitation': {'type': 'string'}, 'differences': {'type': 'array', 'items': {'type': 'object', 'required': ['field', 'invoice', 'receipt', 'message'], 'properties': {'field': {'type': 'string'}, 'invoice': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'message': {'type': 'string'}, 'receipt': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}}, 'additionalProperties': False}}, 'invoiceTotal': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'receiptTotal': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'invoiceNumber': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}}, 'additionalProperties': False}
migration_safety_auditor
Migration Safety Auditor
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: $0.25 per migration.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['dialect', 'migration'], 'properties': {'context': {'type': 'object', 'properties': {'tableSizes': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {'type': 'number'}}, 'postgresVersion': {'type': 'string'}, 'applicationCompatibilityNotes': {'type': 'string'}}}, 'dialect': {'enum': ['postgres', 'supabase-postgres', 'prisma-postgres'], 'type': 'string'}, 'migration': {'type': 'string'}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['risk', 'score', 'findings', 'safeSequence', 'rollbackNotes', 'unknowns'], 'properties': {'risk': {'enum': ['low', 'medium', 'high', 'critical'], 'type': 'string'}, 'score': {'type': 'number', 'maximum': 100, 'minimum': 0}, 'findings': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'severity', 'statement', 'risk', 'evidence', 'recommendation', 'confidence'], 'properties': {'id': {'type': 'string'}, 'risk': {'type': 'string'}, 'evidence': {'type': 'string'}, 'severity': {'enum': ['low', 'medium', 'high', 'critical'], 'type': 'string'}, 'statement': {'type': 'string'}, 'confidence': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'recommendation': {'type': 'string'}}, 'additionalProperties': False}}, 'unknowns': {'type': 'array', 'items': {'type': 'string'}}, 'safeSequence': {'type': 'array', 'items': {'type': 'string'}}, 'rollbackNotes': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
openapi_agent_auditor
OpenAPI Agent-Readiness Auditor
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: $0.20 per API specification.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['spec'], 'properties': {'spec': {'anyOf': [{'type': 'string'}, {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}]}, 'baseUrl': {'type': 'string', 'format': 'uri'}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['valid', 'score', 'format', 'issues', 'operations', 'agentReadiness', 'limitation'], 'properties': {'score': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'valid': {'type': 'boolean'}, 'format': {'enum': ['openapi', 'swagger', 'invalid'], 'type': 'string'}, 'issues': {'type': 'array', 'items': {'type': 'object', 'required': ['path', 'severity', 'message', 'fix'], 'properties': {'fix': {'type': 'string'}, 'path': {'type': 'string'}, 'message': {'type': 'string'}, 'severity': {'enum': ['error', 'warning'], 'type': 'string'}}, 'additionalProperties': False}}, 'limitation': {'type': 'string'}, 'operations': {'type': 'array', 'items': {'type': 'object', 'required': ['method', 'path', 'operationId', 'score', 'issues'], 'properties': {'path': {'type': 'string'}, 'score': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'issues': {'type': 'array', 'items': {'type': 'string'}}, 'method': {'type': 'string'}, 'operationId': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}}, 'additionalProperties': False}}, 'agentReadiness': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
pii_secret_redactor
PII and Secret Redactor
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: $0.15 per text.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['text'], 'properties': {'text': {'type': 'string'}, 'format': {'enum': ['text', 'json', 'code'], 'type': 'string', 'default': 'text'}, 'redactionStyle': {'enum': ['label', 'mask', 'hash'], 'type': 'string', 'default': 'label'}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['redacted', 'findings', 'count', 'types', 'limitation'], 'properties': {'count': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'types': {'type': 'array', 'items': {'type': 'string'}}, 'findings': {'type': 'array', 'items': {'type': 'object', 'required': ['type', 'start', 'end', 'replacement', 'confidence'], 'properties': {'end': {'type': 'integer', 'maximum': 9007199254740991, 'exclusiveMinimum': 0}, 'type': {'type': 'string'}, 'start': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'confidence': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'replacement': {'type': 'string'}}, 'additionalProperties': False}}, 'redacted': {'type': 'string'}, 'limitation': {'type': 'string'}}, 'additionalProperties': False}
semantic_web_diff
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: $0.02 per comparison.
Nur Lesen
Externer Zugriff
Idempotent
Eingabeschema
{'type': 'object', 'properties': {}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['meaningfulChange', 'severity', 'confidence', 'summary', 'changes', 'ignoredNoise'], 'properties': {'changes': {'type': 'array', 'items': {'type': 'object', 'required': ['category', 'severity', 'oldValue', 'newValue', 'evidenceOld', 'evidenceNew', 'confidence'], 'properties': {'category': {'type': 'string'}, 'newValue': {'type': 'string'}, 'oldValue': {'type': 'string'}, 'severity': {'enum': ['low', 'medium', 'high', 'critical'], 'type': 'string'}, 'confidence': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'evidenceNew': {'type': 'string'}, 'evidenceOld': {'type': 'string'}}, 'additionalProperties': False}}, 'summary': {'type': 'string'}, 'severity': {'enum': ['none', 'low', 'medium', 'high', 'critical'], 'type': 'string'}, 'confidence': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'ignoredNoise': {'type': 'array', 'items': {'type': 'string'}}, 'meaningfulChange': {'type': 'boolean'}}, 'additionalProperties': False}
url_to_agent_markdown
URL to Agent Markdown
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: $0.01 per page.
Nur Lesen
Externer Zugriff
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'format': 'uri'}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url', 'canonicalUrl', 'title', 'author', 'publishedAt', 'markdown', 'links', 'tables', 'metadata', 'quality'], 'properties': {'url': {'type': 'string'}, 'links': {'type': 'array', 'items': {'type': 'string'}}, 'title': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'author': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'tables': {'type': 'array', 'items': {'type': 'array', 'items': {'type': 'string'}}}, 'quality': {'type': 'object', 'required': ['score', 'method'], 'properties': {'score': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'method': {'type': 'string'}}, 'additionalProperties': False}, 'markdown': {'type': 'string'}, 'metadata': {'type': 'object', 'propertyNames': {'type': 'string'}, 'additionalProperties': {}}, 'publishedAt': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'canonicalUrl': {'type': 'string'}}, 'additionalProperties': False}
website_accessibility_auditor
Website Accessibility Auditor
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: $0.20 per page audit.
Nur Lesen
Externer Zugriff
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['source'], 'properties': {'source': {'anyOf': [{'type': 'object', 'required': ['type', 'url'], 'properties': {'url': {'type': 'string', 'format': 'uri'}, 'type': {'type': 'string', 'const': 'url'}}}, {'type': 'object', 'required': ['type', 'html'], 'properties': {'html': {'type': 'string'}, 'type': {'type': 'string', 'const': 'html'}}}]}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['score', 'issues', 'checksRun', 'limitation'], 'properties': {'score': {'type': 'number', 'maximum': 100, 'minimum': 0}, 'issues': {'type': 'array', 'items': {'type': 'object', 'required': ['rule', 'severity', 'message', 'evidence', 'fix'], 'properties': {'fix': {'type': 'string'}, 'rule': {'type': 'string'}, 'message': {'type': 'string'}, 'evidence': {'type': 'string'}, 'severity': {'enum': ['low', 'medium', 'high'], 'type': 'string'}}, 'additionalProperties': False}}, 'checksRun': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'limitation': {'type': 'string'}}, 'additionalProperties': False}
website_change_monitor
Website Change Monitor
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: $0.03 per page check.
Nur Lesen
Externer Zugriff
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'format': 'uri'}, 'focusTerms': {'type': 'array', 'items': {'type': 'string'}, 'maxItems': 20}, 'baselineKey': {'type': 'string', 'pattern': '^[a-zA-Z0-9._/-]+$', 'maxLength': 160}, 'saveBaseline': {'type': 'boolean'}, 'previousContent': {'type': 'string'}}}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url', 'currentHash', 'changed', 'summary', 'matchedTerms', 'contentPreview', 'fetchedBytes'], 'properties': {'url': {'type': 'string'}, 'changed': {'type': 'boolean'}, 'summary': {'type': 'string'}, 'currentHash': {'type': 'string'}, 'fetchedBytes': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'matchedTerms': {'type': 'array', 'items': {'type': 'string'}}, 'contentPreview': {'type': 'string'}}, 'additionalProperties': False}
Verlauf
Letzte Tool-Änderungen
Hinzugefügt
citation_research_pack
17. September 2026 12:54
Hinzugefügt
invoice_receipt_matcher
17. September 2026 12:54
Hinzugefügt
website_accessibility_auditor
17. September 2026 12:54
Hinzugefügt
website_change_monitor
17. September 2026 12:54
Hinzugefügt
dependency_risk_scanner
17. September 2026 12:54
Hinzugefügt
data_cleaner
17. September 2026 12:54
Hinzugefügt
document_table_extractor
17. September 2026 12:54
Hinzugefügt
document_validator
17. September 2026 12:54
Hinzugefügt
openapi_agent_auditor
17. September 2026 12:54
Hinzugefügt
pii_secret_redactor
17. September 2026 12:54
Hinzugefügt
code_diff_verifier
17. September 2026 12:54
Hinzugefügt
url_to_agent_markdown
17. September 2026 12:54
Hinzugefügt
document_structured_extractor
17. September 2026 12:54
Hinzugefügt
migration_safety_auditor
17. September 2026 12:54
Hinzugefügt
semantic_web_diff
17. September 2026 12:54
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