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Needle MCP Server

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by needle-ai

needle_list_files

List documents in a Needle collection to check processing status, inventory available files, and verify document availability before searching.

Instructions

List all documents stored within a specific Needle collection with their current status. Returns detailed information about each file including: - File ID and name - Processing status (pending, processing, complete, error) - Upload date and metadata Use this tool when you need to: - Inventory available documents - Check processing status of uploads - Get file IDs for reference - Verify document availability before searching Essential for monitoring document processing completion before performing searches.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
collection_idYesThe unique collection identifier to list files from

Implementation Reference

  • The handler logic for the 'needle_list_files' tool within the call_tool dispatcher function. It validates the collection_id argument, lists files using the Needle client, and formats the response as a dictionary of files with id, name, and status.
    elif name == "needle_list_files": if not isinstance(arguments, dict) or "collection_id" not in arguments: raise ValueError("Missing required parameter: 'collection_id'") files = client.collections.files.list(arguments["collection_id"]) result = {"files": [{"id": f.id, "name": f.name, "status": f.status} for f in files]}
  • Registration of the 'needle_list_files' tool in the list_tools() function, including the tool name, description, and input schema definition.
    Tool( name="needle_list_files", description="""List all documents stored within a specific Needle collection with their current status. Returns detailed information about each file including: - File ID and name - Processing status (pending, processing, complete, error) - Upload date and metadata Use this tool when you need to: - Inventory available documents - Check processing status of uploads - Get file IDs for reference - Verify document availability before searching Essential for monitoring document processing completion before performing searches.""", inputSchema={ "type": "object", "properties": { "collection_id": { "type": "string", "description": "The unique collection identifier to list files from" } }, "required": ["collection_id"] } ),
  • Input schema definition for the 'needle_list_files' tool, specifying the required 'collection_id' parameter.
    inputSchema={ "type": "object", "properties": { "collection_id": { "type": "string", "description": "The unique collection identifier to list files from" } }, "required": ["collection_id"] }

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