├── .gitattributes ├── .github ├── CODEOWNERS ├── release.yml └── workflows │ ├── maestro_build_upload_images.yaml │ ├── maestro_check-mermaid.yaml │ ├── maestro_check-schemas.yaml │ ├── maestro_container_agent-test.yaml │ ├── maestro_create_tool-test.yaml │ ├── maestro_demo-tests.yaml │ ├── maestro_mcp_tool_test.yaml │ ├── maestro_operator-build.yaml │ ├── maestro_operator-test.yaml │ ├── maestro_release.yaml │ ├── maestro_run-tests.yaml │ ├── maestro_test-workflow.yaml │ └── stale.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .pylintrc ├── .python-version ├── .release_names.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Dockerfile ├── Dockerfile-agent ├── Dockerfile-cli ├── LICENSE ├── MAINTAINERS.md ├── MANIFEST.in ├── README.md ├── SECURITY.md ├── TODO_REPORT.md ├── deployments ├── Dockerfile ├── api.py ├── deployment.yaml ├── entrypoint_api.sh ├── maestro.html ├── maestro.sh └── service.yaml ├── docs ├── PRESENTATION.md ├── README_openai.md ├── README_scoring_agent.md ├── USER_GUIDE.md ├── WATSONX_EVALUATION_README.md ├── code_agent_dependencies.md └── presentation_script.md ├── example.env ├── k8s ├── api │ └── v1alpha1 │ │ └── remotemcpserver_types.go ├── config │ └── crd │ │ └── bases │ │ └── maestro.ai4quantum.com_remotemcpservers.yaml └── example │ └── yamls │ └── test_remotemcpserver.yaml ├── mcp ├── README.md ├── examples │ ├── mcp_qiskit.py │ └── slack │ │ ├── README.md │ │ ├── agents.yaml │ │ ├── tools.yaml │ │ └── workflow.yaml ├── mcptools │ ├── qiskit_mcp.py │ └── slack_mcp.py └── tests │ └── test_mcp_tools.py ├── operator ├── Dockerfile ├── Dockerfile-engine ├── Makefile ├── PROJECT ├── README.md ├── api.py ├── api │ └── v1alpha1 │ │ ├── groupversion_info.go │ │ ├── workflowrun_types.go │ │ └── zz_generated.deepcopy.go ├── cmd │ └── main.go ├── config │ ├── crd │ │ ├── bases │ │ │ ├── maestro.ai4quantum.com_agents.yaml │ │ │ ├── maestro.ai4quantum.com_workflowruns.yaml │ │ │ └── maestro.ai4quantum.com_workflows.yaml │ │ ├── kustomization.yaml │ │ └── kustomizeconfig.yaml │ ├── default │ │ ├── kustomization.yaml │ │ ├── manager_metrics_patch.yaml │ │ └── metrics_service.yaml │ ├── manager │ │ ├── kustomization.yaml │ │ └── manager.yaml │ ├── manifests │ │ └── kustomization.yaml │ ├── network-policy │ │ ├── allow-metrics-traffic.yaml │ │ └── kustomization.yaml │ ├── prometheus │ │ ├── kustomization.yaml │ │ └── monitor.yaml │ ├── rbac │ │ ├── kustomization.yaml │ │ ├── leader_election_role.yaml │ │ ├── leader_election_role_binding.yaml │ │ ├── metrics_auth_role.yaml │ │ ├── metrics_auth_role_binding.yaml │ │ ├── metrics_reader_role.yaml │ │ ├── role.yaml │ │ ├── role_binding.yaml │ │ ├── service_account.yaml │ │ ├── workflowrun_editor_role.yaml │ │ └── workflowrun_viewer_role.yaml │ ├── samples │ │ ├── kustomization.yaml │ │ └── maestro_v1alpha1_workflowrun.yaml │ └── scorecard │ │ ├── bases │ │ └── config.yaml │ │ ├── kustomization.yaml │ │ └── patches │ │ ├── basic.config.yaml │ │ └── olm.config.yaml ├── entrypoint_api.sh ├── go.mod ├── go.sum ├── internal │ └── controller │ │ ├── suite_test.go │ │ ├── workflow_controller.go │ │ ├── workflowrun.go │ │ ├── workflowrun_controller.go │ │ └── workflowrun_controller_test.go └── test │ ├── config │ ├── test-configmap.yaml │ └── test-workflowrun.yaml │ ├── e2e │ ├── e2e_suite_test.go │ └── e2e_test.go │ └── utils │ └── utils.go ├── pyproject.toml ├── src └── maestro │ ├── __init__.py │ ├── agents │ ├── agent.py │ ├── agent_factory.py │ ├── agent_store.json │ ├── beeai_agent.py │ ├── code_agent.py │ ├── crewai_agent.py │ ├── custom_agent.py │ ├── dspy_agent.py │ ├── evaluation_middleware.py │ ├── meta_agent │ │ ├── README.md │ │ ├── agents.yaml │ │ ├── doctor.sh │ │ ├── test.sh │ │ ├── workflow_agent.yaml │ │ └── workflow_workflow.yaml │ ├── mock_agent.py │ ├── openai_agent.py │ ├── openai_mcp.py │ ├── prompt_agent.py │ ├── query_agent.py │ ├── remote_agent.py │ ├── scoring_agent.py │ ├── slack_agent.py │ └── utils.py │ ├── cli │ ├── __init__.py │ ├── commands.py │ ├── common.py │ ├── containered_agent.py │ ├── fastapi_serve.py │ ├── node_deploy.py │ └── run_maestro.py │ ├── deploy.py │ ├── file_logger.py │ ├── images │ ├── maestro-gemini.png │ ├── maestro-gemini2.png │ └── maestro.png │ ├── interface.py │ ├── logging_hooks.py │ ├── maestro_mcp │ └── server.py │ ├── mcptool.py │ ├── mermaid.py │ ├── schemas │ ├── agent_schema.json │ ├── tool_schema.json │ ├── tool_toolhive_schema_full.json │ └── workflow_schema.json │ ├── step.py │ ├── tool_utils.py │ ├── ui │ ├── Dockerfile │ ├── README.md │ ├── eslint.config.js │ ├── index.html │ ├── package-lock.json │ ├── package.json │ ├── src │ │ ├── App.css │ │ ├── App.tsx │ │ ├── api.ts │ │ ├── index.css │ │ ├── main.tsx │ │ └── vite-env.d.ts │ ├── tsconfig.app.json │ ├── tsconfig.json │ ├── tsconfig.node.json │ └── vite.config.ts │ ├── utils.py │ └── workflow.py ├── start_mcp.sh ├── tests ├── __init__.py ├── agents │ ├── beeai_agent │ │ ├── __init__.py │ │ ├── agents.yaml │ │ ├── test_beeai.py │ │ └── workflow.yaml │ ├── crewai_agent │ │ ├── __init__.py │ │ ├── agents.yaml │ │ ├── crew_dummy.py │ │ ├── test_crewai.py │ │ └── workflow.yaml │ ├── meta_agents │ │ ├── simple_prompt.txt │ │ └── weather_prompt.txt │ ├── openai_agent │ │ ├── __init__.py │ │ ├── agents.yaml │ │ ├── agents_mcp.yaml │ │ ├── agents_ollama.yaml │ │ ├── agents_ollama_mcp.yaml │ │ ├── agents_params_creative.yaml │ │ ├── agents_params_deterministic.yaml │ │ ├── agents_search.yaml │ │ ├── test_openai.py │ │ ├── workflow.yaml │ │ ├── workflow_mcp.yaml │ │ ├── workflow_ollama.yaml │ │ ├── workflow_ollama_mcp.yaml │ │ ├── workflow_params_creative.yaml │ │ ├── workflow_params_deterministic.yaml │ │ └── workflow_search.yaml │ ├── scoring_agent │ │ ├── agents.yaml │ │ └── workflow.yaml │ ├── test_agent.py │ ├── test_agent_factory.py │ ├── test_code_agent_dependencies.py │ ├── test_prompt_agent.py │ ├── test_query_agent.py │ ├── test_save_restore.py │ ├── test_scoring_agent.py │ ├── test_token_tracking.py │ └── test_utils.py ├── cli │ └── test_commands.py ├── examples │ ├── code_agent_with_dependencies.yaml │ ├── code_agent_with_dependencies_requirements.yaml │ ├── condition_agents.yaml │ ├── condition_workflow.yaml │ ├── test_condition.py │ ├── test_parallel.py │ └── testrequirements.txt ├── integration │ ├── deploys │ │ ├── kind-config.yaml │ │ └── test_deploy.py │ ├── dry_run │ │ └── test_dry_run.py │ ├── remote │ │ └── test_wow_integration.py │ ├── serve │ │ ├── test_serve_integration.py │ │ └── test_streaming.py │ └── test_evaluation_mock.py ├── test_maestro_mcp.py ├── test_tool_utils.py ├── utils │ ├── mcpclient.py │ └── responses.yml ├── workflow │ ├── __init__.py │ ├── pic.md │ ├── test_code.py │ ├── test_cron.py │ ├── test_dspy_agent.py │ ├── test_exception.py │ ├── test_logging.py │ ├── test_loop.py │ ├── test_mermaid.py │ ├── test_parallel.py │ └── workflow.yaml └── yamls │ ├── agents │ ├── beeai_agent.yaml │ ├── beeai_mcp_agent.yaml │ ├── code_agent.yaml │ ├── code_exception_agent.yaml │ ├── context_test_agent.yaml │ ├── dry_run_inputs_agent.yaml │ ├── dry_run_loop_agent.yaml │ ├── dry_run_loop_list_agent.yaml │ ├── dry_run_paralle_agent.yaml │ ├── dry_run_paralle_list_agent.yaml │ ├── dspy_agent.yaml │ ├── evaluation_test_agent.yaml │ ├── funnier_agents.yaml │ ├── funnier_local_agents.yaml │ ├── loop_agent.yaml │ ├── multi_agents.yaml │ ├── multi_agents_crew2.yaml │ ├── multi_agents_parallel.yaml │ ├── openai_agent.yaml │ ├── openai_mcp_agent.yaml │ ├── prompt_agent.yaml │ ├── query_agent.yaml │ ├── scoring_agent.yaml │ ├── serve_test_agent.yaml │ ├── simple_agent.yaml │ ├── simple_containered_agent.yaml │ ├── simple_local_agent.yaml │ ├── simple_remote_agents.yaml │ ├── simple_wow_agents.yaml │ └── slack_agent.yaml │ ├── tools │ ├── duckduckgo_tools.yaml │ ├── maestro_knowlege_mcp.yaml │ ├── mcp_tool.yaml │ ├── openmeteo_tools.yaml │ ├── python_tools.yaml │ ├── simple_tools.yaml │ ├── test_remote_mcp_tool.yaml │ └── wikipedia_tools.yaml │ ├── workflowrun │ └── simple_workflow_run.yaml │ └── workflows │ ├── beeai_mcp_workflow.yaml │ ├── code_exception_workflow.yaml │ ├── code_workflow.yaml │ ├── conditional_case_workflow.yaml │ ├── conditional_if_workflow.yaml │ ├── conditional_workflow.yaml │ ├── context_test_workflow.yaml │ ├── dry_run_inputs_workflow.yaml │ ├── dspy_workflow.yaml │ ├── evaluation_test_workflow.yaml │ ├── exception_no_exception_workflow.yaml │ ├── exception_workflow.yaml │ ├── funnier_workflow.yaml │ ├── input_workflow.yaml │ ├── loop_workflow.yaml │ ├── multi_workflow.yaml │ ├── multi_workflow_parallel.yaml │ ├── openai_mcp_workflow.yaml │ ├── openai_workflow.yaml │ ├── parallel_workflow.yaml │ ├── prompt_agent.yaml │ ├── scoring_workflow.yaml │ ├── simple_cron_many_steps_workflow.yaml │ ├── simple_cron_workflow.yaml │ ├── simple_remote_workflow.yaml │ ├── simple_workflow.yaml │ ├── simple_wow_workflow.yaml │ └── slack_workflow.yaml ├── tools ├── README.md ├── buildimg.sh ├── 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