index_document

index_document

Index documents into Elasticsearch with duplicate prevention, intelligent ID generation, and schema validation. Use AI similarity checks to ensure accurate indexing while maintaining knowledge base integrity.

Instructions

Index a document into Elasticsearch with smart duplicate prevention and intelligent document ID generation. 💡 RECOMMENDED: Use 'create_document_template' tool first to generate a proper document structure and avoid validation errors.

Input Schema

Name	Required	Description
`check_duplicates`	No	Check for existing documents with similar title before indexing
`doc_id`	No	Optional document ID - if not provided, smart ID will be generated
`document`	Yes	Document data to index as JSON object. 💡 RECOMMENDED: Use 'create_document_template' tool first to generate proper document format.
`force_index`	No	Force indexing even if potential duplicates are found. 💡 TIP: Set to True if content is genuinely new and not in knowledge base to avoid multiple tool calls
`index`	Yes	Name of the Elasticsearch index to store the document
`use_ai_similarity`	No	Use AI to analyze content similarity and provide intelligent recommendations
`validate_schema`	No	Whether to validate document structure for knowledge base format

Input Schema (JSON Schema)

{
  "properties": {
    "check_duplicates": {
      "default": true,
      "description": "Check for existing documents with similar title before indexing",
      "title": "Check Duplicates",
      "type": "boolean"
    },
    "doc_id": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional document ID - if not provided, smart ID will be generated",
      "title": "Doc Id"
    },
    "document": {
      "additionalProperties": true,
      "description": "Document data to index as JSON object. 💡 RECOMMENDED: Use 'create_document_template' tool first to generate proper document format.",
      "title": "Document",
      "type": "object"
    },
    "force_index": {
      "default": false,
      "description": "Force indexing even if potential duplicates are found. 💡 TIP: Set to True if content is genuinely new and not in knowledge base to avoid multiple tool calls",
      "title": "Force Index",
      "type": "boolean"
    },
    "index": {
      "description": "Name of the Elasticsearch index to store the document",
      "title": "Index",
      "type": "string"
    },
    "use_ai_similarity": {
      "default": true,
      "description": "Use AI to analyze content similarity and provide intelligent recommendations",
      "title": "Use Ai Similarity",
      "type": "boolean"
    },
    "validate_schema": {
      "default": true,
      "description": "Whether to validate document structure for knowledge base format",
      "title": "Validate Schema",
      "type": "boolean"
    }
  },
  "required": [
    "index",
    "document"
  ],
  "type": "object"
}

Agent Knowledge MCP

Instructions

Input Schema

Input Schema (JSON Schema)

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