LlamaCloud MCP

LlamaIndex's official MCP server for LlamaCloud, letting agents query managed retrieval indexes and extract structured data from documents. Each configured index is exposed as its own tool, so an assistant can run semantic search over a specific knowledge base and pull parsed fields out of PDFs and other files.

{
  "mcpServers": {
    "llamacloud": {
      "command": "npx",
      "args": [],
      "env": {
        "LLAMA_CLOUD_API_KEY": "<YOUR_LLAMA_CLOUD_API_KEY>"
      }
    }
  }
}

{
  "type": "object",
  "required": [
    "index_name",
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "Natural-language query"
    },
    "index_name": {
      "type": "string",
      "description": "Name of the LlamaCloud index to query"
    }
  }
}

{
  "type": "object",
  "required": [
    "file_path"
  ],
  "properties": {
    "schema": {
      "type": "object",
      "description": "Target schema describing the fields to extract"
    },
    "file_path": {
      "type": "string",
      "description": "Path to the document to parse"
    }
  }
}