SQuADDS

• squadds package
  • Subpackages
    • squadds.calcs package
      • Submodules
      • squadds.calcs.qubit module
      • squadds.calcs.transmon_cross module
      • Module contents
    • squadds.components package
      • Subpackages
      • Submodules
      • squadds.components.cavity_claw module
      • squadds.components.claw_coupler module
      • squadds.components.coupled_systems module
      • squadds.components.jjs module
      • squadds.components.qubits module
      • Module contents
    • squadds.core package
      • Submodules
      • squadds.core.analysis module
      • squadds.core.analysis_enrichment module
      • squadds.core.analysis_plotting module
      • squadds.core.analysis_search module
      • squadds.core.db module
      • squadds.core.db_catalog module
      • squadds.core.db_devices module
      • squadds.core.db_half_wave module
      • squadds.core.db_loader module
      • squadds.core.db_merge module
      • squadds.core.db_selection module
      • squadds.core.db_state module
      • squadds.core.db_views module
      • squadds.core.design_patterns module
      • squadds.core.globals module
      • squadds.core.json_utils module
      • squadds.core.metrics module
      • squadds.core.processing module
      • squadds.core.utils module
      • squadds.core.utils_converters module
      • squadds.core.utils_dataframe module
      • squadds.core.utils_docs module
      • squadds.core.utils_email module
      • squadds.core.utils_env module
      • squadds.core.utils_hf module
      • squadds.core.utils_schema module
      • Module contents
    • squadds.database package
      • Submodules
      • squadds.database.HuggingFace module
      • squadds.database.abstract_upload_data module
      • squadds.database.checker module
      • squadds.database.config module
      • squadds.database.contributor module
      • squadds.database.contributor_HF module
      • squadds.database.contributor_env module
      • squadds.database.contributor_file_ops module
      • squadds.database.contributor_records module
      • squadds.database.contributor_schema module
      • squadds.database.contributor_validation module
      • squadds.database.github module
      • squadds.database.github_ops module
      • squadds.database.hf_dataset_ops module
      • squadds.database.new_contribution module
      • squadds.database.utils module
      • Module contents
    • squadds.gds package
      • Submodules
      • squadds.gds.processing module
      • Module contents
    • squadds.interpolations package
      • Submodules
      • squadds.interpolations.interpolator module
      • squadds.interpolations.physics module
      • squadds.interpolations.utils module
      • Module contents
    • squadds.simulations package
      • Submodules
      • squadds.simulations.ansys_simulator module
      • squadds.simulations.objects module
      • squadds.simulations.result_normalization module
      • squadds.simulations.simulator module
      • squadds.simulations.sweeper_helperfunctions module
      • squadds.simulations.utils module
      • squadds.simulations.utils_ansys module
      • squadds.simulations.utils_component_factory module
      • squadds.simulations.utils_display module
      • squadds.simulations.utils_geometry module
      • squadds.simulations.utils_io module
      • squadds.simulations.utils_parsing module
      • squadds.simulations.utils_physics module
      • squadds.simulations.utils_sweep module
      • Module contents
    • squadds.ui package
      • Submodules
      • squadds.ui.app module
      • squadds.ui.utils_query module
      • Module contents
  • Module contents
    • Analyzer
      • Analyzer._add_target_params_columns()
      • Analyzer._fix_cavity_claw_df()
      • Analyzer._get_H_param_keys()
      • Analyzer.target_param_keys()
      • Analyzer.get_design()
      • Analyzer.closest_design_in_H_space()
      • Analyzer.compute_metric_distances()
      • Analyzer.find_closest()
      • Analyzer.get_Ljs()
      • Analyzer.get_closest_cavity()
      • Analyzer.get_complete_df()
      • Analyzer.get_coupler_options()
      • Analyzer.get_cpw_options()
      • Analyzer.get_design()
      • Analyzer.get_interpolated_design()
      • Analyzer.get_param()
      • Analyzer.get_qubit_options()
      • Analyzer.reload_db()
      • Analyzer.set_metric_strategy()
      • Analyzer.target_param_keys()
    • SQuADDS_DB
      • SQuADDS_DB.supported_components()
      • SQuADDS_DB.supported_component_names()
      • SQuADDS_DB.supported_data_types()
      • SQuADDS_DB._delete_cache()
      • SQuADDS_DB.supported_config_names()
      • SQuADDS_DB.get_configs()
      • SQuADDS_DB.get_component_names()
      • SQuADDS_DB.view_component_names()
      • SQuADDS_DB.view_datasets()
      • SQuADDS_DB.get_dataset_info()
      • SQuADDS_DB.view_all_contributors()
      • SQuADDS_DB.view_contributors_of_config()
      • SQuADDS_DB.view_contributors_of()
      • SQuADDS_DB.select_components()
      • SQuADDS_DB.select_system()
      • SQuADDS_DB.select_qubit()
      • SQuADDS_DB.select_cavity_claw()
      • SQuADDS_DB.repo_name
      • SQuADDS_DB.configs
      • SQuADDS_DB.selected_component_name
      • SQuADDS_DB.selected_component
      • SQuADDS_DB.selected_data_type
      • SQuADDS_DB.selected_confg
      • SQuADDS_DB.selected_qubit
      • SQuADDS_DB.selected_cavity
      • SQuADDS_DB.selected_coupler
      • SQuADDS_DB.selected_resonator_type
      • SQuADDS_DB.selected_system
      • SQuADDS_DB.selected_df
      • SQuADDS_DB.target_param_keys
      • SQuADDS_DB.units
      • SQuADDS_DB._internal_call
      • SQuADDS_DB.check_login()
      • SQuADDS_DB.create_qubit_cavity_df()
      • SQuADDS_DB.create_system_df()
      • SQuADDS_DB.find_parquet_files()
      • SQuADDS_DB.generate_qubit_half_wave_cavity_df()
      • SQuADDS_DB.generate_updated_half_wave_cavity_df()
      • SQuADDS_DB.get_component_names()
      • SQuADDS_DB.get_configs()
      • SQuADDS_DB.get_dataset()
      • SQuADDS_DB.get_dataset_info()
      • SQuADDS_DB.get_device_contributors_of()
      • SQuADDS_DB.get_existing_files()
      • SQuADDS_DB.get_measured_devices()
      • SQuADDS_DB.read_parquet_file()
      • SQuADDS_DB.see_dataset()
      • SQuADDS_DB.select_cavity()
      • SQuADDS_DB.select_cavity_claw()
      • SQuADDS_DB.select_components()
      • SQuADDS_DB.select_coupler()
      • SQuADDS_DB.select_qubit()
      • SQuADDS_DB.select_resonator_type()
      • SQuADDS_DB.select_system()
      • SQuADDS_DB.show_selected_system()
      • SQuADDS_DB.show_selections()
      • SQuADDS_DB.supported_component_names()
      • SQuADDS_DB.supported_components()
      • SQuADDS_DB.supported_config_names()
      • SQuADDS_DB.supported_data_types()
      • SQuADDS_DB.unselect()
      • SQuADDS_DB.unselect_all()
      • SQuADDS_DB.upload_dataset()
      • SQuADDS_DB.view_all_contributors()
      • SQuADDS_DB.view_all_simulation_contributors()
      • SQuADDS_DB.view_component_names()
      • SQuADDS_DB.view_contributors_of()
      • SQuADDS_DB.view_contributors_of_config()
      • SQuADDS_DB.view_datasets()
      • SQuADDS_DB.view_device_contributors_of()
      • SQuADDS_DB.view_measured_devices()
      • SQuADDS_DB.view_recipe_of()
      • SQuADDS_DB.view_reference_device_of()
      • SQuADDS_DB.view_reference_devices()
      • SQuADDS_DB.view_sim_contributors_of()
      • SQuADDS_DB.view_simulation_results()
• squadds_mcp package
  • Subpackages
    • squadds_mcp.prompts package
      • Submodules
      • squadds_mcp.prompts.workflows module
      • Module contents
    • squadds_mcp.resources package
      • Submodules
      • squadds_mcp.resources.layout_guide module
      • squadds_mcp.resources.metadata module
      • Module contents
    • squadds_mcp.tools package
      • Submodules
      • squadds_mcp.tools.analysis module
      • squadds_mcp.tools.contribution module
      • squadds_mcp.tools.database module
      • squadds_mcp.tools.generation module
      • squadds_mcp.tools.interpolation module
      • Module contents
  • Submodules
  • squadds_mcp.schemas module
    • Pydantic schemas for MCP tool inputs and outputs.
      • Adding a New Schema
    • ClosestDesignsResult
      • ClosestDesignsResult.designs
      • ClosestDesignsResult.model_config
      • ClosestDesignsResult.num_results
      • ClosestDesignsResult.system_config
      • ClosestDesignsResult.target_params
    • ComponentListResult
      • ComponentListResult.count
      • ComponentListResult.items
      • ComponentListResult.model_config
    • ConfigListResult
      • ConfigListResult.configs
      • ConfigListResult.count
      • ConfigListResult.model_config
    • ContributorInfo
      • ContributorInfo.PI
      • ContributorInfo.group
      • ContributorInfo.institution
      • ContributorInfo.model_config
      • ContributorInfo.uploader
    • ContributorsResult
      • ContributorsResult.contributors
      • ContributorsResult.count
      • ContributorsResult.model_config
    • DatasetEntry
      • DatasetEntry.data
      • DatasetEntry.model_config
    • DatasetInfoResult
      • DatasetInfoResult.config
      • DatasetInfoResult.description
      • DatasetInfoResult.features
      • DatasetInfoResult.model_config
      • DatasetInfoResult.num_rows
      • DatasetInfoResult.size_bytes
    • DatasetResult
      • DatasetResult.component
      • DatasetResult.component_name
      • DatasetResult.data_type
      • DatasetResult.limit
      • DatasetResult.model_config
      • DatasetResult.offset
      • DatasetResult.rows
      • DatasetResult.total_rows
    • DatasetSummaryResult
      • DatasetSummaryResult.count
      • DatasetSummaryResult.datasets
      • DatasetSummaryResult.model_config
    • DatasetSummaryRow
      • DatasetSummaryRow.component
      • DatasetSummaryRow.component_name
      • DatasetSummaryRow.data_type
      • DatasetSummaryRow.model_config
    • DesignResult
      • DesignResult.design_options
      • DesignResult.hamiltonian_params
      • DesignResult.metadata
      • DesignResult.model_config
      • DesignResult.rank
    • HamiltonianKeysResult
      • HamiltonianKeysResult.keys
      • HamiltonianKeysResult.model_config
      • HamiltonianKeysResult.system_type
    • InterpolatedDesignResult
      • InterpolatedDesignResult.cavity_options
      • InterpolatedDesignResult.coupler_type
      • InterpolatedDesignResult.design_options
      • InterpolatedDesignResult.model_config
      • InterpolatedDesignResult.qubit_options
      • InterpolatedDesignResult.scaling_info
    • MeasuredDeviceResult
      • MeasuredDeviceResult.design_code
      • MeasuredDeviceResult.fabrication_recipe
      • MeasuredDeviceResult.foundry
      • MeasuredDeviceResult.model_config
      • MeasuredDeviceResult.name
      • MeasuredDeviceResult.paper_link
    • SystemConfig
      • SystemConfig.cavity
      • SystemConfig.model_config
      • SystemConfig.qubit
      • SystemConfig.resonator_type
      • SystemConfig.system_type
    • TargetParams
      • TargetParams.anharmonicity_MHz
      • TargetParams.cavity_frequency_GHz
      • TargetParams.g_MHz
      • TargetParams.kappa_kHz
      • TargetParams.model_config
      • TargetParams.qubit_frequency_GHz
      • TargetParams.resonator_type
      • TargetParams.to_search_dict()
    • VersionResult
      • VersionResult.mcp_server_version
      • VersionResult.model_config
      • VersionResult.repo_name
      • VersionResult.squadds_version
  • squadds_mcp.server module
  • squadds_mcp.utils module
    • Shared utilities for the SQuADDS MCP server.
      • Adding a New Utility
    • build_error_response()
    • dataframe_to_records()
    • extract_h_params_from_row()
    • format_design_options()
    • safe_get()
    • sanitize_for_json()
  • Module contents
    • SQuADDS MCP Server
• test_plan module
  • create_cpw()