mcp-run-python

[build-system] requires = ["hatchling", "uv-dynamic-versioning>=0.7.0"] build-backend = "hatchling.build" [tool.hatch.version] source = "uv-dynamic-versioning" [tool.uv-dynamic-versioning] vcs = "git" style = "pep440" bump = true [project] name = "pydantic-ai" dynamic = ["version", "dependencies", "optional-dependencies"] description = "Agent Framework / shim to use Pydantic with LLMs" authors = [ { name = "Samuel Colvin", email = "samuel@pydantic.dev" }, { name = "Marcelo Trylesinski", email = "marcelotryle@gmail.com" }, { name = "David Montague", email = "david@pydantic.dev" }, { name = "Alex Hall", email = "alex@pydantic.dev" }, { name = "Douwe Maan", email = "douwe@pydantic.dev" }, ] license = "MIT" license-files = ["LICENSE"] readme = "README.md" classifiers = [ "Development Status :: 5 - Production/Stable", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Operating System :: OS Independent", "Topic :: Internet", "Topic :: Scientific/Engineering :: Artificial Intelligence", "Topic :: Software Development :: Libraries :: Python Modules", "Framework :: Pydantic", "Framework :: Pydantic :: 2", ] requires-python = ">=3.10" [tool.hatch.metadata.hooks.uv-dynamic-versioning] dependencies = [ "pydantic-ai-slim[openai,vertexai,google,groq,anthropic,mistral,cohere,bedrock,huggingface,cli,mcp,fastmcp,evals,ag-ui,retries,temporal,logfire,ui]=={{ version }}", ] [tool.hatch.metadata.hooks.uv-dynamic-versioning.optional-dependencies] examples = ["pydantic-ai-examples=={{ version }}"] a2a = ["fasta2a>=0.4.1"] dbos = ["pydantic-ai-slim[dbos]=={{ version }}"] prefect = ["pydantic-ai-slim[prefect]=={{ version }}"] outlines-transformers = ["pydantic-ai-slim[outlines-transformers]=={{ version }}"] outlines-llamacpp = ["pydantic-ai-slim[outlines-llamacpp]=={{ version }}"] outlines-mlxlm = ["pydantic-ai-slim[outlines-mlxlm]=={{ version }}"] outlines-sglang = ["pydantic-ai-slim[outlines-sglang]=={{ version }}"] outlines-vllm-offline = ["pydantic-ai-slim[outlines-vllm-offline]=={{ version }}"] [project.urls] Homepage = "https://ai.pydantic.dev" Source = "https://github.com/pydantic/pydantic-ai" Documentation = "https://ai.pydantic.dev" Changelog = "https://github.com/pydantic/pydantic-ai/releases" [project.scripts] pai = "pydantic_ai._cli:cli_exit" # TODO remove this when clai has been out for a while [tool.uv.sources] pydantic-ai = { workspace = true } pydantic-ai-slim = { workspace = true } pydantic-evals = { workspace = true } pydantic-graph = { workspace = true } pydantic-ai-examples = { workspace = true } [tool.uv.workspace] members = [ "pydantic_ai_slim", "pydantic_evals", "pydantic_graph", "clai", "examples", ] [tool.uv] default-groups = ["dev", "lint", "docs"] [dependency-groups] dev = [ "anyio>=4.5.0", "asgi-lifespan>=2.1.0", "devtools>=0.12.2", "coverage[toml]>=7.10.7", "dirty-equals>=0.9.0", "duckduckgo-search>=7.0.0", "inline-snapshot>=0.19.3", "pytest>=8.3.3", "pytest-examples>=0.0.18", "pytest-mock>=3.14.0", "pytest-pretty>=1.3.0", "pytest-recording>=0.13.2", "diff-cover>=9.2.0", "boto3-stubs[bedrock-runtime]", "strict-no-cover @ git+https://github.com/pydantic/strict-no-cover.git@7fc59da2c4dff919db2095a0f0e47101b657131d", "pytest-xdist>=3.6.1", # Needed for PyCharm users "pip>=25.2", "genai-prices>=0.0.28", "mcp-run-python>=0.0.20", ] lint = ["mypy>=1.11.2", "pyright>=1.1.390", "ruff>=0.6.9"] docs = [ "pydantic-ai[a2a]", "black>=24.10.0", "mkdocs>=1.6.1", "mkdocs-glightbox>=0.4.0", "mkdocs-llmstxt>=0.2.0", 'mkdocs-redirects>=1.2.2', "mkdocs-material[imaging]>=9.5.45", "mkdocstrings-python>=1.12.2", "griffe-warnings-deprecated>=1.1.0", ] docs-upload = ["algoliasearch>=4.12.0", "pydantic>=2.10.1"] [tool.hatch.build.targets.wheel] only-include = ["/README.md"] [tool.hatch.build.targets.sdist] include = ["/README.md", "/Makefile", "/tests"] [tool.ruff] line-length = 120 target-version = "py310" include = [ "pydantic_ai_slim/**/*.py", "pydantic_evals/**/*.py", "pydantic_graph/**/*.py", "examples/**/*.py", "clai/**/*.py", "tests/**/*.py", "docs/**/*.py", ] [tool.ruff.lint] extend-select = [ "Q", "RUF100", "RUF018", # https://docs.astral.sh/ruff/rules/assignment-in-assert/ "C90", "UP", "I", "D", "TID251", ] flake8-quotes = { inline-quotes = "single", multiline-quotes = "double" } mccabe = { max-complexity = 15 } ignore = [ "D100", # ignore missing docstring in module "D102", # ignore missing docstring in public method "D104", # ignore missing docstring in public package "D105", # ignore missing docstring in magic methods "D107", # ignore missing docstring in __init__ methods ] [tool.ruff.lint.isort] combine-as-imports = true known-first-party = ["pydantic_ai", "pydantic_evals", "pydantic_graph"] # weird issue with ruff thinking fasta2a is still editable known-third-party = ["fasta2a"] [tool.ruff.lint.pydocstyle] convention = "google" [tool.ruff.lint.flake8-tidy-imports.banned-api] "typing.TypedDict".msg = "Use typing_extensions.TypedDict instead." [tool.ruff.format] # don't format python in docstrings, pytest-examples takes care of it docstring-code-format = false quote-style = "single" [tool.ruff.lint.per-file-ignores] "examples/**/*.py" = ["D101", "D103"] "tests/**/*.py" = ["D"] "docs/**/*.py" = ["D"] [tool.pyright] pythonVersion = "3.12" typeCheckingMode = "strict" reportMissingTypeStubs = false reportUnnecessaryIsInstance = false reportUnnecessaryTypeIgnoreComment = true reportMissingModuleSource = false include = [ "pydantic_ai_slim", "pydantic_evals", "pydantic_graph", "tests", "examples", "clai", ] venvPath = '.' venv = ".venv" # see https://github.com/microsoft/pyright/issues/7771 - we don't want to error on decorated functions in tests # which are not otherwise used executionEnvironments = [ { root = "tests", reportUnusedFunction = false, reportPrivateImportUsage = false }, ] exclude = [ "examples/pydantic_ai_examples/weather_agent_gradio.py", "pydantic_ai_slim/pydantic_ai/ext/aci.py", # aci-sdk is too niche to be added as an (optional) dependency ] [tool.mypy] files = "tests/typed_agent.py,tests/typed_graph.py" strict = true [tool.pytest.ini_options] testpaths = ["tests", "docs/.hooks"] xfail_strict = true filterwarnings = [ "error", # Issue with python-multipart - we don't want to bump the minimum version of starlette. "ignore::PendingDeprecationWarning:starlette", # mistralai accesses model_fields on the instance, which is deprecated in Pydantic 2.11. "ignore:Accessing the 'model_fields' attribute", # boto3 "ignore::DeprecationWarning:botocore.*", "ignore::RuntimeWarning:pydantic_ai.mcp", # uvicorn (mcp server) "ignore:websockets.legacy is deprecated.*:DeprecationWarning:websockets.legacy", "ignore:websockets.server.WebSocketServerProtocol is deprecated:DeprecationWarning", # random resource warnings; I suspect these are coming from vendor SDKs when running examples.. "ignore:unclosed <socket:ResourceWarning", "ignore:unclosed event loop:ResourceWarning", ] # addopts = ["--inline-snapshot=create,fix"] # https://coverage.readthedocs.io/en/latest/config.html#run [tool.coverage.run] patch = ["subprocess"] concurrency = ["multiprocessing", "thread"] # We use a subdirectory for coverage data to avoid noisy coverage data files. data_file = ".coverage/.coverage" # required to avoid warnings about files created by create_module fixture include = [ "pydantic_ai_slim/**/*.py", "pydantic_evals/**/*.py", "pydantic_graph/**/*.py", "tests/**/*.py", ] omit = [ "tests/test_live.py", "tests/example_modules/*.py", "pydantic_ai_slim/pydantic_ai/ext/aci.py", # aci-sdk is too niche to be added as an (optional) dependency ] branch = true # Disable include-ignored warnings as --source is enabled automatically causing a self conflict as per: # https://github.com/pytest-dev/pytest-cov/issues/532 # https://github.com/pytest-dev/pytest-cov/issues/369 # This prevents coverage being generated by pytest-cov which has direct editor support in VS Code, # making it super useful to check coverage while writing tests. disable_warnings = ["include-ignored"] [tool.coverage.paths] # Allow CI run assets to be downloaded an replicated locally. source = [ ".", "/home/runner/work/pydantic-ai/pydantic-ai", "/System/Volumes/Data/home/runner/work/pydantic-ai/pydantic-ai", ] # https://coverage.readthedocs.io/en/latest/config.html#report [tool.coverage.report] fail_under = 100 skip_covered = true show_missing = true ignore_errors = true precision = 2 exclude_lines = [ # `# pragma: no cover` is standard marker for code that's not covered, this will error if code is covered 'pragma: no cover', # use `# pragma: lax no cover` if you want to ignore cases where (some of) the code is covered 'pragma: lax no cover', 'raise NotImplementedError', 'if TYPE_CHECKING:', 'if typing.TYPE_CHECKING:', '@overload', '@deprecated', '@typing.overload', '@abstractmethod', '\(Protocol\):$', 'typing.assert_never', '$\s*assert_never\(', 'if __name__ == .__main__.:', 'except ImportError as _import_error:', '$\s*pass$', 'assert False', ] [tool.logfire] ignore_no_config = true [tool.inline-snapshot] format-command = "ruff format --stdin-filename {filename}" [tool.inline-snapshot.shortcuts] snap-fix = ["create", "fix"] snap = ["create"] [tool.codespell] # Ref: https://github.com/codespell-project/codespell#using-a-config-file skip = '.git*,*.svg,*.lock,*.css,*.yaml' check-hidden = true # Ignore "formatting" like **L**anguage ignore-regex = '\*\*[A-Z]\*\*[a-z]+\b' ignore-words-list = 'asend,aci'