ToolFront MCP Server

--- icon: lucide/cloud-upload --- # Cloud deployment Deploy and manage your RAG applications with simple commands. !!! info "First time?" Create a free [Statespace account](https://statespace.com/signup) to get your API key. ## Quick deploy Deploy your application as public (community access) or private (authenticated access). **Public deployment:** ```bash toolfront deploy ./project --public ``` > Accessible at `https://<app-id>.toolfront.app` (anyone can use) **Private deployment:** ```bash toolfront deploy ./project --private ``` > Accessible at `https://<app-id>.toolfront.app` (requires authentication) ## Usage Once deployed, connect AI agents to your app. === ":simple-python: &nbsp; Python SDK" ```python from toolfront import Application app = Application( url="https://<app-id>.toolfront.app", headers={"Authorization": "Bearer YOUR_TOKEN"} ) result = app.ask("Who are our top-3 customers?", model="openai:gpt-5") ``` === ":simple-modelcontextprotocol: &nbsp; MCP Server" ```json { "mcpServers": { "toolfront": { "command": "uvx", "args": [ "toolfront", "mcp", "https://<app-id>.toolfront.app", "--param", "Authorization=Bearer YOUR_TOKEN" ] } } } ``` === ":lucide-terminal: &nbsp; Command Line" ```console $ toolfront ask https://<app-id>.toolfront.app \ "Who are our top-3 customers?" \ --param "Authorization=Bearer YOUR_TOKEN" \ --model "openai:gpt-5" ``` > Only private apps require authentication via `Authorization` header !!! question "Learn more" Check out the [Python SDK](../integration/python_sdk.md), [MCP server](../integration/mcp_server.md), and [command Line](../integration/command_line.md) documentation for more details. ## Management ### List apps View all deployed applications: ```bash toolfront list ``` ### Update an app Push changes to an existing deployment: ```bash toolfront update <app-id> ./project ``` ### Delete an app Permanently remove a deployment: ```bash toolfront delete <app-id> ``` !!! question "Learn more" See the [CLI reference](../../reference/client_library/cli_commands.md#toolfront-tokens) for more details on app deployment commands.