├── .editorconfig ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── actions │ ├── setup-poetry-env │ │ └── action.yml │ └── setup-uv-env │ │ └── action.yml ├── scripts │ ├── check-version-changes.sh │ └── sync_with_pylon.py └── workflows │ ├── main.yml │ ├── pylon-sync.yml │ ├── release-on-version-change.yml │ └── test-toolkits.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .prettierignore ├── .prettierrc.toml ├── .ruff.toml ├── .vscode ├── extensions.json ├── launch.json └── settings.json ├── CONTRIBUTING.md ├── LICENSE ├── Makefile ├── README.md ├── SECURITY.md ├── contrib ├── crewai │ ├── LICENSE │ ├── Makefile │ ├── README.md │ ├── crewai_arcade │ │ ├── __init__.py │ │ ├── _utilities.py │ │ ├── manager.py │ │ ├── py.typed │ │ └── structured.py │ ├── pyproject.toml │ └── tests │ │ ├── __init__.py │ │ ├── test_manager.py │ │ └── test_structured_tool.py ├── examples │ ├── ai-sdk │ │ ├── .env.example │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── README.md │ │ ├── generateText.js │ │ ├── index.js │ │ ├── package.json │ │ └── pnpm-lock.yaml │ ├── crewai │ │ ├── crewai_with_arcade_tool.py │ │ ├── requirements.txt │ │ └── simple_crewai_with_arcade_tool.py │ ├── langchain-ts │ │ ├── .env.example │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── langchain-tool-arcade-auth.ts │ │ ├── langgraph-arcade-minimal.ts │ │ ├── langgraph-with-user-auth.ts │ │ ├── langgraph.json │ │ ├── package.json │ │ ├── pnpm-lock.yaml │ │ └── tsconfig.json │ ├── langchain │ │ ├── langchain_tool_arcade_auth.py │ │ ├── langgraph_arcade_minimal.py │ │ ├── langgraph_with_user_auth.py │ │ ├── requirements.txt │ │ └── studio │ │ │ ├── README.md │ │ │ ├── configuration.py │ │ │ ├── env.example │ │ │ ├── graph.py │ │ │ ├── langgraph.json │ │ │ └── requirements.txt │ ├── langgraph-ts │ │ ├── .gitignore │ │ ├── README.md │ │ ├── langgraph.json │ │ ├── package.json │ │ ├── src │ │ │ ├── configuration.ts │ │ │ ├── graph.ts │ │ │ └── prompts.ts │ │ └── studio.png │ ├── mastra │ │ ├── .env.example │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── README.md │ │ ├── package.json │ │ ├── pnpm-lock.yaml │ │ ├── src │ │ │ └── mastra │ │ │ │ ├── agents │ │ │ │ ├── gmail.ts │ │ │ │ └── inboxTravelSearch.ts │ │ │ │ ├── index.ts │ │ │ │ └── tools │ │ │ │ ├── flightSearchTools.ts │ │ │ │ ├── gmailTools.ts │ │ │ │ └── hotelSearchTools.ts │ │ └── tsconfig.json │ └── openai-agents-ts │ │ ├── .env.example │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── README.md │ │ ├── package-lock.json │ │ ├── package.json │ │ └── src │ │ ├── index.ts │ │ └── waitForCompletion.ts └── langchain │ ├── .gitignore │ ├── LICENSE │ ├── Makefile │ ├── README.md │ ├── langchain_arcade │ ├── __init__.py │ ├── _utilities.py │ ├── manager.py │ └── py.typed │ ├── pyproject.toml │ ├── tests │ ├── conftest.py │ └── test_manager.py │ └── tox.ini ├── cspell.config.yaml ├── docker ├── Dockerfile ├── Makefile ├── README.md ├── docker-compose.yml ├── docker.engine.yaml ├── env.example ├── nginx.conf ├── start.sh └── toolkits.txt ├── examples ├── docker-template │ ├── .dockerignore │ ├── README.md │ ├── docker │ │ ├── Dockerfile │ │ ├── README.md │ │ └── docker-compose.yml │ └── setup-docker.sh └── mcp_servers │ ├── custom_server_with_prebuilt_tools │ ├── pyproject.toml │ └── server.py │ ├── echo │ ├── pyproject.toml │ └── src │ │ └── echo │ │ ├── __init__.py │ │ └── server.py │ ├── local_filesystem │ ├── pyproject.toml │ └── src │ │ └── local_filesystem │ │ ├── __init__.py │ │ ├── server.py │ │ ├── tools.py │ │ └── utils.py │ ├── logging │ ├── .dockerignore │ ├── docker │ │ ├── Dockerfile │ │ ├── README.md │ │ └── docker-compose.yml │ ├── pyproject.toml │ └── src │ │ └── logging │ │ ├── __init__.py │ │ └── server.py │ ├── progress_reporting │ ├── pyproject.toml │ └── src │ │ └── progress_reporting │ │ ├── __init__.py │ │ └── server.py │ ├── sampling │ ├── pyproject.toml │ └── src │ │ └── sampling │ │ ├── __init__.py │ │ └── server.py │ ├── server_with_evaluations │ ├── evals │ │ ├── eval_using_binary_critic.py │ │ ├── eval_using_datetime_critic.py │ │ ├── eval_using_numeric_critic.py │ │ └── eval_using_similarity_critic.py │ ├── pyproject.toml │ └── src │ │ └── server_with_evaluations │ │ ├── __init__.py │ │ ├── server.py │ │ └── tools │ │ ├── __init__.py │ │ ├── tools_for_binary_critic.py │ │ ├── tools_for_datetime_critic.py │ │ ├── tools_for_numeric_critic.py │ │ └── tools_for_similarity_critic.py │ ├── simple │ ├── pyproject.toml │ └── src │ │ └── simple │ │ ├── .env.example │ │ ├── __init__.py │ │ └── server.py │ ├── tool_chaining │ ├── pyproject.toml │ └── src │ │ └── tool_chaining │ │ ├── .env.example │ │ ├── __init__.py │ │ └── server.py │ └── user_elicitation │ ├── pyproject.toml │ └── src │ └── user_elicitation │ ├── __init__.py │ └── server.py ├── libs ├── arcade-cli │ ├── README.md │ ├── arcade_cli │ │ ├── __init__.py │ │ ├── authn.py │ │ ├── config.py │ │ ├── configure.py │ │ ├── constants.py │ │ ├── deploy.py │ │ ├── display.py │ │ ├── main.py │ │ ├── new.py │ │ ├── secret.py │ │ ├── server.py │ │ ├── show.py │ │ ├── templates │ │ │ ├── __init__.py │ │ │ ├── full │ │ │ │ └── {{ toolkit_name }} │ │ │ │ │ ├── .pre-commit-config.yaml │ │ │ │ │ ├── .ruff.toml │ │ │ │ │ ├── LICENSE │ │ │ │ │ ├── Makefile │ │ │ │ │ ├── README.md │ │ │ │ │ ├── evals │ │ │ │ │ └── eval_{{ toolkit_name }}.py │ │ │ │ │ ├── pyproject.toml │ │ │ │ │ ├── tests │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── test_{{ toolkit_name }}.py │ │ │ │ │ └── {{ package_name }} │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── tools │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── hello.py │ │ │ └── minimal │ │ │ │ └── {{ toolkit_name }} │ │ │ │ ├── pyproject.toml │ │ │ │ └── src │ │ │ │ └── {{ toolkit_name }} │ │ │ │ ├── .env.example │ │ │ │ ├── __init__.py │ │ │ │ └── server.py │ │ ├── usage │ │ │ ├── command_tracker.py │ │ │ └── constants.py │ │ └── utils.py │ └── run_cli.py ├── arcade-core │ ├── README.md │ ├── arcade_core │ │ ├── __init__.py │ │ ├── annotations.py │ │ ├── auth.py │ │ ├── catalog.py │ │ ├── config.py │ │ ├── config_model.py │ │ ├── constants.py │ │ ├── context.py │ │ ├── converters │ │ │ └── openai.py │ │ ├── discovery.py │ │ ├── errors.py │ │ ├── executor.py │ │ ├── output.py │ │ ├── parse.py │ │ ├── py.typed │ │ ├── schema.py │ │ ├── toolkit.py │ │ ├── usage │ │ │ ├── __init__.py │ │ │ ├── __main__.py │ │ │ ├── constants.py │ │ │ ├── identity.py │ │ │ ├── usage_service.py │ │ │ └── utils.py │ │ ├── utils.py │ │ └── version.py │ └── pyproject.toml ├── arcade-evals │ ├── README.md │ └── arcade_evals │ │ ├── __init__.py │ │ ├── critic.py │ │ ├── errors.py │ │ ├── eval.py │ │ └── py.typed ├── arcade-mcp-server │ ├── Makefile │ ├── README.md │ ├── arcade_mcp_server │ │ ├── __init__.py │ │ ├── __main__.py │ │ ├── auth │ │ │ └── __init__.py │ │ ├── context.py │ │ ├── convert.py │ │ ├── exceptions.py │ │ ├── fastapi │ │ │ ├── __init__.py │ │ │ ├── middleware.py │ │ │ └── routes.py │ │ ├── lifespan.py │ │ ├── logging_utils.py │ │ ├── managers │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── prompt.py │ │ │ ├── resource.py │ │ │ └── tool.py │ │ ├── mcp_app.py │ │ ├── middleware │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── error_handling.py │ │ │ └── logging.py │ │ ├── server.py │ │ ├── session.py │ │ ├── settings.py │ │ ├── transports │ │ │ ├── __init__.py │ │ │ ├── http_session_manager.py │ │ │ ├── http_streamable.py │ │ │ └── stdio.py │ │ ├── types.py │ │ ├── usage │ │ │ ├── __init__.py │ │ │ ├── constants.py │ │ │ └── server_tracker.py │ │ └── worker.py │ └── pyproject.toml ├── arcade-serve │ ├── README.md │ ├── arcade_serve │ │ ├── __init__.py │ │ ├── core │ │ │ ├── __init__.py │ │ │ ├── auth.py │ │ │ ├── base.py │ │ │ ├── common.py │ │ │ └── components.py │ │ ├── fastapi │ │ │ ├── __init__.py │ │ │ ├── auth.py │ │ │ ├── task_tracker.py │ │ │ ├── telemetry.py │ │ │ └── worker.py │ │ ├── py.typed │ │ └── utils.py │ └── pyproject.toml ├── arcade-tdk │ ├── README.md │ ├── arcade_tdk │ │ ├── __init__.py │ │ ├── annotations │ │ │ └── __init__.py │ │ ├── auth │ │ │ └── __init__.py │ │ ├── error_adapters │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ └── utils.py │ │ ├── errors.py │ │ ├── providers │ │ │ ├── __init__.py │ │ │ ├── google │ │ │ │ ├── __init__.py │ │ │ │ └── error_adapter.py │ │ │ ├── graphql │ │ │ │ ├── __init__.py │ │ │ │ └── error_adapter.py │ │ │ ├── http │ │ │ │ ├── __init__.py │ │ │ │ └── error_adapter.py │ │ │ ├── microsoft │ │ │ │ ├── __init__.py │ │ │ │ └── error_adapter.py │ │ │ └── slack │ │ │ │ ├── __init__.py │ │ │ │ └── error_adapter.py │ │ ├── py.typed │ │ ├── tool.py │ │ └── utils.py │ └── pyproject.toml └── tests │ ├── __init__.py │ ├── arcade_mcp_server │ ├── __init__.py │ ├── conftest.py │ ├── integration │ │ ├── __init__.py │ │ ├── server │ │ │ ├── pyproject.toml │ │ │ └── src │ │ │ │ └── server │ │ │ │ ├── __init__.py │ │ │ │ ├── entrypoint.py │ │ │ │ ├── logging_tools.py │ │ │ │ ├── progress_tools.py │ │ │ │ ├── sampling_tools.py │ │ │ │ ├── timing_tools.py │ │ │ │ ├── tool_chaining_tools.py │ │ │ │ └── user_elicitation_tools.py │ │ └── test_end_to_end.py │ ├── test_context.py │ ├── test_convert.py │ ├── test_error_handling_middleware.py │ ├── test_logging_middleware.py │ ├── test_mcp_app.py │ ├── test_middleware_base.py │ ├── test_openapi_docs.py │ ├── test_prompt.py │ ├── test_public_imports.py │ ├── test_resource.py │ ├── test_server.py │ ├── test_session.py │ ├── test_session_cancellation.py │ ├── test_settings.py │ ├── test_tool.py │ └── transports │ │ ├── test_http_session_manager.py │ │ ├── test_http_streamable.py │ │ └── test_stdio.py │ ├── cli │ ├── deploy │ │ ├── test_deploy.py │ │ └── test_servers │ │ │ ├── invalid_server │ │ │ ├── pyproject.toml │ │ │ └── server.py │ │ │ └── valid_server │ │ │ ├── pyproject.toml │ │ │ └── server.py │ ├── test_dashboard.py │ ├── test_secret.py │ ├── test_show.py │ ├── test_utils.py │ └── usage │ │ ├── test_command_tracker.py │ │ └── test_identity.py │ ├── conftest.py │ ├── core │ ├── converters │ │ └── test_openai.py │ ├── test_catalog.py │ ├── test_discovery.py │ ├── test_executor.py │ ├── test_output.py │ ├── test_parse.py │ ├── test_schema.py │ ├── test_schema_mcp_degradation.py │ ├── test_schema_validation.py │ ├── test_toolkit.py │ ├── test_typeddict_output_execution.py │ ├── usage │ │ └── test_cache_utils.py │ └── utils │ │ ├── test_casing.py │ │ ├── test_is_strict_optional.py │ │ └── test_is_union.py │ ├── mcp │ └── test_convert.py │ ├── sdk │ ├── test_eval.py │ ├── test_eval_critic.py │ ├── test_google_adapter.py │ ├── test_graphql_adapter.py │ ├── test_graphql_tooling.py │ ├── test_httpx_adapter.py │ ├── test_microsoft_adapter.py │ ├── test_slack_adapter.py │ └── test_tool_decorator.py │ ├── tool │ ├── test_create_tool_definition.py │ ├── test_create_tool_definition_errors.py │ ├── test_create_tool_definition_new.py │ ├── test_create_tool_definition_pydantic.py │ ├── test_create_tool_definition_pydantic_errors.py │ ├── test_create_tool_definition_typeddict.py │ ├── test_create_tool_definition_typeddict_errors.py │ └── test_fully_qualified_tool_name.py │ └── worker │ ├── test_telemetry.py │ ├── test_worker_base.py │ └── test_worker_fastapi.py ├── pyproject.toml ├── schemas └── preview │ ├── invoke_tool_request.schema.jsonc │ ├── invoke_tool_response.schema.jsonc │ └── tool_definition.schema.jsonc ├── toolkits ├── brightdata │ ├── .pre-commit-config.yaml │ ├── .ruff.toml │ ├── LICENSE │ ├── Makefile │ ├── arcade_brightdata │ │ ├── __init__.py │ │ ├── bright_data_client.py │ │ └── tools │ │ │ ├── __init__.py │ │ │ └── bright_data_tools.py │ ├── pyproject.toml │ └── tests │ │ ├── __init__.py │ │ └── test_brightdata.py ├── clickhouse │ ├── Makefile │ ├── arcade_clickhouse │ │ ├── __init__.py │ │ ├── database_engine.py │ │ └── tools │ │ │ ├── __init__.py │ │ │ └── clickhouse.py │ ├── pyproject.toml │ └── tests │ │ ├── __init__.py │ │ ├── dump.sql │ │ ├── test_clickhouse.py │ │ └── test_setup.sh ├── linkedin │ ├── .pre-commit-config.yaml │ ├── .ruff.toml │ ├── LICENSE │ ├── Makefile │ ├── arcade_linkedin │ │ ├── __init__.py │ │ └── tools │ │ │ ├── __init__.py │ │ │ ├── constants.py │ │ │ ├── share.py │ │ │ └── utils.py │ ├── conftest.py │ ├── evals │ │ └── eval_linkedin.py │ ├── pyproject.toml │ └── tests │ │ ├── __init__.py │ │ └── test_share.py ├── math │ ├── .pre-commit-config.yaml │ ├── .ruff.toml │ ├── LICENSE │ ├── Makefile │ ├── arcade_math │ │ ├── __init__.py │ │ └── tools │ │ │ ├── __init__.py │ │ │ ├── arithmetic.py │ │ │ ├── exponents.py │ │ │ ├── miscellaneous.py │ │ │ ├── random.py │ │ │ ├── rational.py │ │ │ ├── rounding.py │ │ │ ├── statistics.py │ │ │ └── trigonometry.py │ ├── evals │ │ └── eval_math_tools.py │ ├── pyproject.toml │ └── tests │ │ ├── __init__.py │ │ ├── test_arithmetic.py │ │ ├── test_exponents.py │ │ ├── test_miscellaneous.py │ │ ├── test_rational.py │ │ ├── test_rounding.py │ │ ├── test_statistics.py │ │ └── test_trigonometry.py ├── mongodb │ ├── Makefile │ ├── arcade_mongodb │ │ ├── __init__.py │ │ ├── database_engine.py │ │ └── tools │ │ │ ├── __init__.py │ │ │ ├── mongodb.py │ │ │ └── utils.py │ ├── evals │ │ └── eval_mongodb.py │ ├── pyproject.toml │ └── tests │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── dump.js │ │ ├── test_json_validation.py │ │ ├── test_mongodb.py │ │ ├── test_setup.sh │ │ └── test_write_validation.py ├── postgres │ ├── Makefile │ ├── arcade_postgres │ │ ├── __init__.py │ │ ├── database_engine.py │ │ └── tools │ │ │ ├── __init__.py │ │ │ └── postgres.py │ ├── evals │ │ └── eval_postgres.py │ ├── pyproject.toml │ └── tests │ │ ├── __init__.py │ │ ├── dump.sql │ │ └── test_postgres.py └── zendesk │ ├── .pre-commit-config.yaml │ ├── .ruff.toml │ ├── Makefile │ ├── arcade_zendesk │ ├── __init__.py │ ├── enums.py │ ├── tools │ │ ├── __init__.py │ │ ├── search_articles.py │ │ ├── system_context.py │ │ └── tickets.py │ ├── utils.py │ └── who_am_i_util.py │ ├── evals │ ├── eval_articles.py │ └── eval_tickets.py │ ├── pyproject.toml │ └── tests │ 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