# List of MCP Tools 

## MCP Tools for Weaviate Database
- list_collections() -> List[str]:
    """List all collections in the Weaviate instance."""
- list_tenants(collection_name: str) -> List[str]:
    """List all tenants in a specific collection."""
- def search_hybrid(
    collection_name: str,
    query: Optional[str] = None,
    alpha: Optional[float] = None,
    vector: Any = None,
    query_properties: Any = None,
    fusion_type: Optional[str] = None,
    limit: Optional[int] = None,
    offset: Optional[int] = None,
    bm25_operator: Optional[str] = None,
    bm25_minimum_match: Optional[int] = None,
    auto_limit: Optional[int] = None,
    filters: Optional[str] = None,
    group_by: Optional[str] = None,
    rerank_query: Optional[str] = None,
    rerank_property: Optional[str] = None,
    target_vector: Optional[str] = None,
    include_vector: bool = False,
    tenant: Optional[str] = None
) -> List[dict]:
    """Perform a hybrid search on a collection."""
- search_bm25(collection_name: str, query: str, limit: int = 10, tenant: Optional[str] = None) -> List[dict]:
    """Perform a BM25 (keyword) search on a collection."""

## MCP Tools for local documents
- read_doc(doc_name: str) -> str:
    """Read content from a document in the localdocs directory."""
- read_binary_doc(doc_name: str) -> str:
    """Read a binary file (PDF, image, etc.) from the localdocs directory as base64."""
- list_docs(pattern: str = "*", path: str = "", recursive: bool = False) -> str:
    """List all documents in the localdocs directory."""
- write_file(path: str, content: str, overwrite: bool = True) -> str:
    """Write content to a file in the localdocs directory."""
- list_folders(path: str = "", recursive: bool = False) -> str:
    """List all folders in the localdocs directory."""
- create_folder(path: str) -> str:
    """Create a new folder in the localdocs directory."""
- delete_folder(path: str, force: bool = False) -> str:
    """Delete a folder from the localdocs directory."""
- move_item(source: str, destination: str) -> str:
    """Move or rename a file or folder within the localdocs directory."""
- copy_item(source: str, destination: str) -> str:
    """Copy a file or folder within the localdocs directory."""
- delete_file(path: str) -> str:
    """Delete a file from the localdocs directory."""

## MCP Tools for redis
- read_file(path: str) -> str:
    """Read content from a file stored in Redis."""
- read_doc(path: str) -> str:
    """Read document content from Redis (alias for read_file)."""
- write_file(path: str, content: str, overwrite: bool = True) -> str:
    """Write content to a file in Redis."""
- list_files(pattern: str = "*") -> str:
    """List all files stored in Redis."""
- delete_file(path: str) -> str:
    """Delete a file from Redis."""