Servidor MCP
AARF Utility Network
org.qolapps/aarf-utility-network
Herramientas para desarrolladores
Conocimiento y documentación
Seguridad
Público y accesible
MCP 2025-11-25
Qué hace este MCP
Offers paid utilities for code and dependency review, migration analysis, document extraction and validation, data cleaning, redaction, web extraction, and research.
Capacidades
Herramientas
15
herramientas
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: $0.35 per research pack.
Solo lectura
Acceso externo
Idempotente
Esquema de entrada
{'type': 'object', '$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}}}
Esquema de salida
{'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: $0.25 per diff.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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'}}}
Esquema de salida
{'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: $0.08 per dataset.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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'}}}}
Esquema de salida
{'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: $0.35 per dependency manifest.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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'}}}}
Esquema de salida
{'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: $0.05 per document.
Solo lectura
Acceso externo
Idempotente
Esquema de entrada
{'type': 'object', '$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'}}}
Esquema de salida
{'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: $0.15 per document.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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}}}
Esquema de salida
{'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: $0.25 per document.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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'}}}}
Esquema de salida
{'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: $0.20 per match.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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}}}
Esquema de salida
{'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: $0.25 per migration.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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'}}}
Esquema de salida
{'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: $0.20 per API specification.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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'}}}
Esquema de salida
{'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: $0.15 per text.
Solo lectura
Idempotente
Esquema de entrada
{'type': 'object', '$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'}}}
Esquema de salida
{'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: $0.02 per comparison.
Solo lectura
Acceso externo
Idempotente
Esquema de entrada
{'type': 'object', 'properties': {}}
Esquema de salida
{'type': 'object', '$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: $0.01 per page.
Solo lectura
Acceso externo
Idempotente
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'format': 'uri'}}}
Esquema de salida
{'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: $0.20 per page audit.
Solo lectura
Acceso externo
Idempotente
Esquema de entrada
{'type': 'object', '$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'}}}]}}}
Esquema de salida
{'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: $0.03 per page check.
Solo lectura
Acceso externo
Idempotente
Esquema de entrada
{'type': 'object', '$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._/-]+$', 'maxLength': 160}, 'saveBaseline': {'type': 'boolean'}, 'previousContent': {'type': 'string'}}}
Esquema de salida
{'type': 'object', '$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}
Historial
Cambios recientes en herramientas
Añadido
citation_research_pack
17 de September de 2026 a las 12:54
Añadido
invoice_receipt_matcher
17 de September de 2026 a las 12:54
Añadido
website_accessibility_auditor
17 de September de 2026 a las 12:54
Añadido
website_change_monitor
17 de September de 2026 a las 12:54
Añadido
dependency_risk_scanner
17 de September de 2026 a las 12:54
Añadido
data_cleaner
17 de September de 2026 a las 12:54
Añadido
document_table_extractor
17 de September de 2026 a las 12:54
Añadido
document_validator
17 de September de 2026 a las 12:54
Añadido
openapi_agent_auditor
17 de September de 2026 a las 12:54
Añadido
pii_secret_redactor
17 de September de 2026 a las 12:54
Añadido
code_diff_verifier
17 de September de 2026 a las 12:54
Añadido
url_to_agent_markdown
17 de September de 2026 a las 12:54
Añadido
document_structured_extractor
17 de September de 2026 a las 12:54
Añadido
migration_safety_auditor
17 de September de 2026 a las 12:54
Añadido
semantic_web_diff
17 de September de 2026 a las 12:54
Descubrir
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io.github.alimbenhelal-pro/alm-xpp-mcp
Supports D365 Finance and Operations development with X++ and AOT search, code analysis, Azure DevOps workflows, telemetry querie…