cognee-mcp

[project] name = "cognee" version = "0.3.9" description = "Cognee - is a library for enriching LLM context with a semantic layer for better understanding and reasoning." authors = [ { name = "Vasilije Markovic" }, { name = "Boris Arzentar" }, ] requires-python = ">=3.10,<3.14" readme = "README.md" license = "Apache-2.0" classifiers = [ "Development Status :: 4 - Beta", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Topic :: Software Development :: Libraries", "Operating System :: MacOS :: MacOS X", "Operating System :: POSIX :: Linux", "Operating System :: Microsoft :: Windows", ] dependencies = [ "openai>=1.80.1", "python-dotenv>=1.0.1,<2.0.0", "pydantic>=2.10.5,<3.0.0", "pydantic-settings>=2.2.1,<3", "typing_extensions>=4.12.2,<5.0.0", "numpy>=1.26.4, <=4.0.0", "sqlalchemy>=2.0.39,<3.0.0", "aiosqlite>=0.20.0,<1.0.0", "tiktoken>=0.8.0,<1.0.0", "litellm>=1.76.0", "instructor>=1.9.1,<2.0.0", "filetype>=1.2.0,<2.0.0", "aiohttp>=3.11.14,<4.0.0", "aiofiles>=23.2.1,<24.0.0", "rdflib>=7.1.4,<7.2.0", "pypdf>=4.1.0,<7.0.0", "jinja2>=3.1.3,<4", "lancedb>=0.24.0,<1.0.0", "nbformat>=5.7.0,<6.0.0", "alembic>=1.13.3,<2", "limits>=4.4.1,<5", "fastapi>=0.116.2,<1.0.0", "python-multipart>=0.0.20,<1.0.0", "fastapi-users[sqlalchemy]>=14.0.1,<15.0.0", "structlog>=25.2.0,<26", "pympler>=1.1,<2.0.0", "onnxruntime<=1.22.1", "pylance>=0.22.0,<=0.36.0", "kuzu (==0.11.3)", "python-magic-bin<0.5 ; platform_system == 'Windows'", # Only needed for Windows "fastembed<=0.6.0", "networkx>=3.4.2,<4", "uvicorn>=0.34.0,<1.0.0", "gunicorn>=20.1.0,<24", "websockets>=15.0.1,<16.0.0", "mistralai>=1.9.10", "tenacity>=9.0.0", ] [project.optional-dependencies] api=[] distributed = [ "modal>=1.0.5,<2.0.0", ] scraping = [ "tavily-python>=0.7.12", "beautifulsoup4>=4.13.1", "playwright>=1.9.0", "lxml>=4.9.3", "protego>=0.1", "APScheduler>=3.10.0,<=3.11.0" ] neo4j = ["neo4j>=5.28.0,<6"] neptune = ["langchain_aws>=0.2.22"] postgres = [ "psycopg2>=2.9.10,<3", "pgvector>=0.3.5,<0.4", "asyncpg>=0.30.0,<1.0.0", ] postgres-binary = [ "psycopg2-binary>=2.9.10,<3.0.0", "pgvector>=0.3.5,<0.4", "asyncpg>=0.30.0,<1.0.0", ] notebook = ["notebook>=7.1.0,<8"] langchain = [ "langsmith>=0.2.3,<1.0.0", "langchain_text_splitters>=0.3.2,<1.0.0", ] llama-index = ["llama-index-core>=0.12.11,<0.13"] huggingface = ["transformers>=4.46.3,<5"] ollama = ["transformers>=4.46.3,<5"] mistral = ["mistral-common>=1.5.2,<2"] anthropic = ["anthropic>=0.27"] deepeval = ["deepeval>=3.0.1,<4"] posthog = ["posthog>=3.5.0,<4"] groq = ["groq>=0.8.0,<1.0.0"] chromadb = [ "chromadb>=0.6,<0.7", "pypika==0.48.9", ] docs = ["lxml<6.0.0", "unstructured[csv, doc, docx, epub, md, odt, org, ppt, pptx, rst, rtf, tsv, xlsx, pdf]>=0.18.1,<19"] codegraph = [ "fastembed<=0.6.0 ; python_version < '3.13'", "transformers>=4.46.3,<5", "tree-sitter>=0.24.0,<0.25", "tree-sitter-python>=0.23.6,<0.24", ] evals = [ "plotly>=6.0.0,<7", "gdown>=5.2.0,<6", "pandas>=2.2.2,<3.0.0", "matplotlib>=3.8.3,<4", "scikit-learn>=1.6.1,<2", ] graphiti = ["graphiti-core>=0.7.0,<0.8"] # Note: New s3fs and boto3 versions don't work well together # Always use comaptible fixed versions of these two dependencies aws = ["s3fs[boto3]==2025.3.2"] dlt = ["dlt[sqlalchemy]>=1.9.0,<2"] baml = ["baml-py (==0.206.0)"] dev = [ "pytest>=7.4.0,<8", "pytest-cov>=6.1.1,<7.0.0", "pytest-asyncio>=0.21.1,<0.22", "coverage>=7.3.2,<8", "mypy>=1.7.1,<2", "pre-commit>=4.0.1,<5", "notebook>=7.1.0,<8", "deptry>=0.20.0,<0.21", "pylint>=3.0.3,<4", "ruff>=0.9.2,<=0.13.1", "tweepy>=4.14.0,<5.0.0", "gitpython>=3.1.43,<4", "mkdocs-material>=9.5.42,<10", "mkdocs-minify-plugin>=0.8.0,<0.9", "mkdocstrings[python]>=0.26.2,<0.27", ] debug = ["debugpy>=1.8.9,<2.0.0"] redis = ["redis>=5.0.3,<6.0.0"] monitoring = ["sentry-sdk[fastapi]>=2.9.0,<3", "langfuse>=2.32.0,<3"] docling = ["docling>=2.54", "transformers>=4.55"] [project.urls] Homepage = "https://www.cognee.ai" Repository = "https://github.com/topoteretes/cognee" [project.scripts] cognee = "cognee.cli._cognee:main" cognee-cli = "cognee.cli._cognee:main" [build-system] requires = ["hatchling"] build-backend = "hatchling.build" [tool.hatch.build] exclude = [ "/bin", "/dist", "/.data", "/.github", "/alembic", "/deployment", "/cognee-mcp", "/cognee-frontend", "/examples", "/helm", "/licenses", "/logs", "/notebooks", "/profiling", "/tests", "/tools", ] [tool.hatch.build.targets.wheel] packages = ["cognee", "distributed"] [tool.ruff] line-length = 100 exclude = [ "migrations/", # Ignore migrations directory "notebooks/", # Ignore notebook files "build/", # Ignore build directory "cognee/pipelines.py", "cognee/modules/users/models/Group.py", "cognee/modules/users/models/ACL.py", "cognee/modules/pipelines/models/Task.py", "cognee/modules/data/models/Dataset.py" ] [tool.ruff.lint] ignore = ["F401"]