Agent Knowledge MCP

Create a snapshot (backup) of Elasticsearch indices with comprehensive options and repository management

Restore indices from an Elasticsearch snapshot with comprehensive options and conflict resolution

List all snapshots in an Elasticsearch repository with detailed information and status

Create metadata documentation for an Elasticsearch index to ensure proper governance and documentation

Update existing metadata documentation for an Elasticsearch index

Delete metadata documentation for an Elasticsearch index

Delete a document from Elasticsearch index by document ID

Retrieve a specific document from Elasticsearch index by document ID

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.

Validate document structure against knowledge base schema and provide formatting guidance

Create a properly structured document template for knowledge base with AI-generated metadata and formatting

Create a new Elasticsearch index with optional mapping and settings configuration

Delete an Elasticsearch index and all its documents permanently

List all available Elasticsearch indices with document count and size statistics

Search documents in Elasticsearch index with advanced filtering, pagination, and time-based sorting capabilities

Batch index all documents from a directory into Elasticsearch with AI-enhanced metadata generation and comprehensive file processing

Get the complete configuration from config.json file with formatted display

Update configuration with section-specific changes or full configuration replacement

Validate configuration object structure, types, and values with comprehensive error reporting

Reload configuration from config.json file and reinitialize all components with updated settings

Auto-setup Elasticsearch using Docker with optional Kibana and force recreate options

Check status of Elasticsearch and Kibana containers with detailed configuration information

Check current server status, version, and available updates with comprehensive system information

Upgrade this MCP server when installed via uvx with automatic configuration backup and restoration

Ask user for advice when agent encounters uncertainty, problems, or needs guidance. Use this when you're unsure about something or need human input to proceed properly.

Reset config.json to defaults from config.default.json (manual reset - overwrites current config)

Advanced project guidance using AI-filtered knowledge from .knowledges directory