@arizeai/phoenix-mcp

[project] name = "arize-phoenix" description = "AI Observability and Evaluation" readme = "README.md" requires-python = ">=3.9, <3.14" license = {text="Elastic-2.0"} license-files = { paths = ["LICENSE", "IP_NOTICE"] } keywords = [ "Observability", "Monitoring", "Explainability", ] authors = [ { name = "Arize AI", email = "phoenix-devs@arize.com" }, ] classifiers = [ "Programming Language :: Python", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", ] dependencies = [ "scikit-learn", "numpy!=2.0.0", # https://github.com/lmcinnes/umap/issues/1138 "pandas>=1.0", "jinja2", "starlette", "uvicorn", "psutil", "strawberry-graphql==0.270.1", "pyarrow", "typing-extensions>=4.6", "scipy", "wrapt>=1.17.2", "protobuf>=4.25.8", "grpcio", "grpc-interceptor", "tqdm", "httpx", "opentelemetry-sdk", "opentelemetry-proto>=1.12.0", # needed to avoid this issue: https://github.com/Arize-ai/phoenix/issues/2695 "opentelemetry-exporter-otlp", "opentelemetry-semantic-conventions", "openinference-semantic-conventions>=0.1.20", "openinference-instrumentation>=0.1.32", "sqlalchemy[asyncio]>=2.0.4, <3", "alembic>=1.3.0, <2", "aiosqlite", "aioitertools", "sqlean.py>=3.45.1; platform_system != 'Windows'", "sqlean.py>=3.45.1,<3.50; platform_system == 'Windows'", # https://github.com/nalgeon/sqlean.py/commit/2714a4789998811b7dd9f102f5b45ea071ed879e "cachetools", "python-multipart", # see https://www.starlette.io/#dependencies "arize-phoenix-evals>=2.0.0", "arize-phoenix-otel>=0.10.3", "fastapi", "pydantic>=2.1.0", # exclude 2.0.* since it does not support the `json_encoders` configuration setting "authlib", "arize-phoenix-client>=1.20.0", "email-validator", "python-dateutil", "prometheus_client", "orjson", "jmespath", ] dynamic = ["version"] [project.scripts] arize-phoenix = "phoenix.server.main:main" phoenix = "phoenix.server.main:main" [project.optional-dependencies] dev = [ "gcsfs", "hatch", "tox==4.18.1", "tox-uv==1.11.3", "uv==0.7.12", "jupyter", "nbqa", "ruff==0.6.9", "mypy==1.12.1", "pandas>=1.0", "tabulate", # used by DataFrame.to_markdown() "types-tabulate", "pandas-stubs==2.2.2.240603", "pytest==8.3.3", "pytest-xdist", "pytest-asyncio", "pytest-cov", "pytest-postgresql", "asyncpg", "psycopg[binary,pool]", "strawberry-graphql[debug-server,opentelemetry]==0.270.1", "pre-commit", "arize[AutoEmbeddings, LLM_Evaluation]", "llama-index>=0.10.3", "langchain>=0.0.334", "litellm>=1.0.3,<1.57.5", # windows compatibility broken on 1.57.5 (https://github.com/BerriAI/litellm/issues/7677) "google-cloud-aiplatform>=1.3", "anthropic>=0.49.0", "asgi-lifespan", "Faker>=30.1.0", "portpicker", "uvloop; platform_system != 'Windows'", "grpc-interceptor[testing]", "types-jsonschema", "types-python-dateutil", ] embeddings = [ "fast-hdbscan>=0.2.0", "numba>=0.60.0", # https://github.com/astral-sh/uv/issues/6281 "umap-learn", ] evals = [] experimental = [] pg = [ "asyncpg", "psycopg[binary,pool]", ] container = [ "anthropic>=0.49.0", "google-genai", "prometheus-client", "openai>=1.0.0", "azure-identity", "aiohttp", # used by azure-identity via azure.core.pipeline.transport # Note: when updating opentelemetry dependencies, all packages must use versions # released on the same date (e.g., 1.33.1/0.54b1) to ensure compatibility. "opentelemetry-sdk==1.33.1", "opentelemetry-proto==1.33.1", "opentelemetry-exporter-otlp==1.33.1", "opentelemetry-semantic-conventions==0.54b1", "opentelemetry-instrumentation-fastapi==0.54b1", # https://github.com/open-telemetry/opentelemetry-python-contrib/issues/3637 "opentelemetry-instrumentation-sqlalchemy==0.54b1", "opentelemetry-instrumentation-grpc==0.54b1", "py-grpc-prometheus", "strawberry-graphql[opentelemetry]==0.270.1", "uvloop; platform_system != 'Windows'", "fast-hdbscan>=0.2.0", "numba>=0.60.0", # https://github.com/astral-sh/uv/issues/6281 "umap-learn", "boto3", ] test = [ ] [project.urls] Documentation = "https://arize.com/docs/phoenix/" Issues = "https://github.com/Arize-ai/phoenix/issues" Source = "https://github.com/Arize-ai/phoenix" [tool.hatch.version] path = "src/phoenix/version.py" [build-system] requires = ["hatchling"] build-backend = "hatchling.build" [tool.hatch.build.targets.wheel] packages = ["src/phoenix"] exclude = [ "src/phoenix/client/", "src/phoenix/evals/", "src/phoenix/otel/", ] artifacts = [ "src/phoenix/server/static", "src/phoenix/db/migrations", "src/phoenix/server/cost_tracking/model_cost_manifest.json", ] [tool.hatch.build] only-packages = true [tool.hatch.build.targets.sdist] exclude = [ "packages/", "src/phoenix/client/", "src/phoenix/evals/", "src/phoenix/otel/", "tests/", "scripts/", "examples/", "js/", ] artifacts = [ "src/phoenix/server/static", "src/phoenix/db/migrations", "src/phoenix/server/cost_tracking/model_cost_manifest.json", ] [tool.pytest.ini_options] asyncio_mode = "auto" asyncio_default_fixture_loop_scope="function" addopts = [ "-rA", "--import-mode=importlib", "--doctest-modules", "--new-first", "--showlocals", ] testpaths = [ "tests", ] [tool.coverage.run] branch = true parallel = true omit = [ "**/__init__.py", ] [tool.coverage.report] fail_under=30 show_missing=true sort="cover" exclude_lines = [ "no cov", "if __name__ == .__main__.:", "if TYPE_CHECKING:", ] [tool.hatch.envs.publish] dependencies = [ "check-wheel-contents", "twine", ] [tool.hatch.envs.publish.scripts] testpypi = [ "check-wheel-contents dist/", "twine upload --verbose --repository testpypi dist/*", ] pypi = [ "check-wheel-contents dist/", "twine upload --verbose dist/*", ] [tool.mypy] plugins = ["strawberry.ext.mypy_plugin", "pydantic.mypy"] strict = true exclude = [ "api_reference", "dist/", "examples/", "packages/", "scripts/", "sdist/", "src/phoenix/client/", "src/phoenix/evals/", "src/phoenix/otel/", "tutorials/", "js/", ] [[tool.mypy.overrides]] module = [ "fast_hdbscan", "umap", "numba.*", "scipy.*", "sklearn.*", "arize.*", "wrapt", "langchain.*", "litellm", "litellm.*", "nest_asyncio", "opentelemetry.*", "pyarrow", "sqlean", "grpc.*", "py_grpc_prometheus.*", "orjson", # suppress fastapi internal type errors "pypistats", "authlib.*", "google.*", "mistralai.*", ] ignore_missing_imports = true [tool.ruff] exclude = [ "api_reference", "dist/", ".git", "__pycache__", "*_pb2.py*", "*.pyi", "docs/", ] line-length = 100 target-version = "py39" [tool.ruff.lint.per-file-ignores] "*.ipynb" = ["E402", "E501"] "examples/**/*.py" = ["E501"] "tests/**/*.py" = ["E501"] [tool.ruff.lint] select = ["E", "F", "W", "I", "NPY201"] [tool.ruff.lint.isort] force-single-line = false [tool.ruff.format] line-ending = "native"