Dynamic Per-User Tool Generation MCP Server

""" Elasticsearch Search Library A simple, configuration-driven Elasticsearch search library for ITSM entities. Features: - XML-based configuration with entity-level settings - Support for 11 ITSM entity types - Conditional query strategies (match_phrase vs fuzzy match) - Type-safe data models - Clean, intuitive API Quick Start: >>> from elasticsearch_search_lib import SearchClient >>> >>> # Create search client >>> client = SearchClient(tenant_id="apolo") >>> >>> # Search for users >>> results = await client.search("user", "john doe", limit=10) >>> >>> # Access results >>> for item in results.items: ... print(item.data, item.score) Example: >>> from elasticsearch_search_lib import SearchClient >>> >>> client = SearchClient(tenant_id="apolo") >>> results = await client.search("impact", "High") >>> print(f"Found {results.total_hits} impacts") """ __version__ = "1.0.0" __author__ = "ITSM Team" __all__ = [ # Main client "SearchClient", # Models "SearchResult", "SearchResponse", "FieldConfig", "EntityConfig", # Exceptions "SearchLibraryError", "ConfigurationError", "EntityNotFoundError", "SearchExecutionError", # Convenience functions "create_search_client", "get_supported_entities", ] # Import main components from elasticsearch_search_lib.client import SearchClient from elasticsearch_search_lib.models import ( SearchResult, SearchResponse, FieldConfig, EntityConfig, ) from elasticsearch_search_lib.exceptions import ( SearchLibraryError, ConfigurationError, EntityNotFoundError, SearchExecutionError, ) def create_search_client(tenant_id: str, **kwargs) -> SearchClient: """ Create a new SearchClient instance. Convenience function for creating a search client with common defaults. Args: tenant_id: Tenant identifier for index naming **kwargs: Additional arguments passed to SearchClient Returns: Configured SearchClient instance Example: >>> client = create_search_client("apolo") >>> results = await client.search("user", "john") """ return SearchClient(tenant_id=tenant_id, **kwargs) def get_supported_entities() -> list[str]: """ Get list of all supported entity types. Returns: List of entity type names Example: >>> entities = get_supported_entities() >>> print(entities) ['impact', 'urgency', 'priority', 'status', ...] """ from elasticsearch_search_lib.config.loader import ConfigLoader loader = ConfigLoader() return loader.get_supported_entities()