# PyPI packages indexed by GitHits The most recently indexed PyPI packages. Browse and search the full list at https://index.githits.dev/packages/pypi/. Any public PyPI package can be opened at https://index.githits.dev/packages/pypi// and is indexed on demand. - [matrix-synapse](https://index.githits.dev/packages/pypi/matrix-synapse/) 1.164.2 · repository: [element-hq/synapse](https://index.githits.dev/repositories/github.com/element-hq/synapse/) · indexed 2026-11-10 - [qwenpaw](https://index.githits.dev/packages/pypi/qwenpaw/) 2.2.2.post1 · repository: [agentscope-ai/qwenpaw](https://index.githits.dev/repositories/github.com/agentscope-ai/qwenpaw/) · indexed 2026-11-10 - [qzagent](https://index.githits.dev/packages/pypi/qzagent/) 2.1.8 · repository: [agentscope-ai/qwenpaw](https://index.githits.dev/repositories/github.com/agentscope-ai/qwenpaw/) · indexed 2026-11-10 - [hermes-windows-launcher](https://index.githits.dev/packages/pypi/hermes-windows-launcher/) 0.1.0 · repository: [nousresearch/hermes-agent](https://index.githits.dev/repositories/github.com/nousresearch/hermes-agent/) · indexed 2026-11-10 - [hermes-global](https://index.githits.dev/packages/pypi/hermes-global/) 0.1.0 · repository: [nousresearch/hermes-agent](https://index.githits.dev/repositories/github.com/nousresearch/hermes-agent/) · indexed 2026-11-10 - [hermes-installer](https://index.githits.dev/packages/pypi/hermes-installer/) 1.0.0 · repository: [nousresearch/hermes-agent](https://index.githits.dev/repositories/github.com/nousresearch/hermes-agent/) · indexed 2026-11-10 - [iacp-protocol](https://index.githits.dev/packages/pypi/iacp-protocol/) 0.1.0 · repository: [nousresearch/hermes-agent](https://index.githits.dev/repositories/github.com/nousresearch/hermes-agent/) · indexed 2026-11-10 - [apache-superset-core](https://index.githits.dev/packages/pypi/apache-superset-core/) 0.1.0 · repository: [apache/superset](https://index.githits.dev/repositories/github.com/apache/superset/) · indexed 2026-11-10 - [apache-superset-extensions-cli](https://index.githits.dev/packages/pypi/apache-superset-extensions-cli/) 0.1.0 · repository: [apache/superset](https://index.githits.dev/repositories/github.com/apache/superset/) · indexed 2026-11-10 - [ruff](https://index.githits.dev/packages/pypi/ruff/) 0.17.4 · repository: [astral-sh/ruff](https://index.githits.dev/repositories/github.com/astral-sh/ruff/) · [documentation](https://index.githits.dev/packages/pypi/ruff/0.17.4/docs/) · indexed 2026-11-10 - [mypy](https://index.githits.dev/packages/pypi/mypy/) 2.4.1 · repository: [python/mypy](https://index.githits.dev/repositories/github.com/python/mypy/) · [documentation](https://index.githits.dev/packages/pypi/mypy/2.4.1/docs/) · indexed 2026-11-10 - [uv](https://index.githits.dev/packages/pypi/uv/) 0.13.7 · repository: [astral-sh/uv](https://index.githits.dev/repositories/github.com/astral-sh/uv/) · [documentation](https://index.githits.dev/packages/pypi/uv/0.13.7/docs/) · indexed 2026-11-10 - [uv-build](https://index.githits.dev/packages/pypi/uv-build/) 0.13.7 · repository: [astral-sh/uv](https://index.githits.dev/repositories/github.com/astral-sh/uv/) · [documentation](https://index.githits.dev/packages/pypi/uv-build/0.13.7/docs/) · indexed 2026-11-10 - [rapidfuzz](https://index.githits.dev/packages/pypi/rapidfuzz/) 3.14.6 · repository: [rapidfuzz/rapidfuzz](https://index.githits.dev/repositories/github.com/rapidfuzz/rapidfuzz/) · [documentation](https://index.githits.dev/packages/pypi/rapidfuzz/3.14.6/docs/) · indexed 2026-11-10 - [patroni](https://index.githits.dev/packages/pypi/patroni/) 4.1.5 · repository: [patroni/patroni](https://index.githits.dev/repositories/github.com/patroni/patroni/) · indexed 2026-11-10 - [adbc-driver-manager](https://index.githits.dev/packages/pypi/adbc-driver-manager/) 1.13.0 · repository: [apache/arrow-adbc](https://index.githits.dev/repositories/github.com/apache/arrow-adbc/) · indexed 2026-11-10 - [adbc-driver-postgresql](https://index.githits.dev/packages/pypi/adbc-driver-postgresql/) 1.13.0 · repository: [apache/arrow-adbc](https://index.githits.dev/repositories/github.com/apache/arrow-adbc/) · indexed 2026-11-10 - [adbc-driver-snowflake](https://index.githits.dev/packages/pypi/adbc-driver-snowflake/) 1.11.0 · repository: [apache/arrow-adbc](https://index.githits.dev/repositories/github.com/apache/arrow-adbc/) · indexed 2026-11-10 - [adbc-driver-flightsql](https://index.githits.dev/packages/pypi/adbc-driver-flightsql/) 1.13.0 · repository: [apache/arrow-adbc](https://index.githits.dev/repositories/github.com/apache/arrow-adbc/) · indexed 2026-11-10 - [psycopg](https://index.githits.dev/packages/pypi/psycopg/) 3.3.8 · repository: [psycopg/psycopg](https://index.githits.dev/repositories/github.com/psycopg/psycopg/) · [documentation](https://index.githits.dev/packages/pypi/psycopg/3.3.8/docs/) · indexed 2026-11-10 - [psycopg-binary](https://index.githits.dev/packages/pypi/psycopg-binary/) 3.3.8 · repository: [psycopg/psycopg](https://index.githits.dev/repositories/github.com/psycopg/psycopg/) · [documentation](https://index.githits.dev/packages/pypi/psycopg-binary/3.3.8/docs/) · indexed 2026-11-10 - [psycopg-pool](https://index.githits.dev/packages/pypi/psycopg-pool/) 3.3.3 · repository: [psycopg/psycopg](https://index.githits.dev/repositories/github.com/psycopg/psycopg/) · [documentation](https://index.githits.dev/packages/pypi/psycopg-pool/3.3.3/docs/) · indexed 2026-11-10 - [psycopg-c](https://index.githits.dev/packages/pypi/psycopg-c/) 3.3.6 · repository: [psycopg/psycopg](https://index.githits.dev/repositories/github.com/psycopg/psycopg/) · [documentation](https://index.githits.dev/packages/pypi/psycopg-c/3.3.6/docs/) · indexed 2026-11-10 - [apache-age-python](https://index.githits.dev/packages/pypi/apache-age-python/) 0.0.7 · repository: [apache/age](https://index.githits.dev/repositories/github.com/apache/age/) · indexed 2026-11-10 - [optuna](https://index.githits.dev/packages/pypi/optuna/) 5.0.0 · repository: [optuna/optuna](https://index.githits.dev/repositories/github.com/optuna/optuna/) · [documentation](https://index.githits.dev/packages/pypi/optuna/5.0.0/docs/) · indexed 2026-11-10 - [markdown-it-py](https://index.githits.dev/packages/pypi/markdown-it-py/) 4.2.0 · repository: [executablebooks/markdown-it-py](https://index.githits.dev/repositories/github.com/executablebooks/markdown-it-py/) · [documentation](https://index.githits.dev/packages/pypi/markdown-it-py/4.2.0/docs/) · indexed 2026-11-10 - [claude-swap](https://index.githits.dev/packages/pypi/claude-swap/) 1.0.0 · repository: [realiti4/claude-swap](https://index.githits.dev/repositories/github.com/realiti4/claude-swap/) · indexed 2026-11-10 - [harness-swap](https://index.githits.dev/packages/pypi/harness-swap/) 0.2.7 · repository: [realiti4/claude-swap](https://index.githits.dev/repositories/github.com/realiti4/claude-swap/) · indexed 2026-11-10 - [jsonpatch](https://index.githits.dev/packages/pypi/jsonpatch/) 1.45 · repository: [stefankoegl/python-json-patch](https://index.githits.dev/repositories/github.com/stefankoegl/python-json-patch/) · indexed 2026-11-10 - [neo4j-graphrag](https://index.githits.dev/packages/pypi/neo4j-graphrag/) 1.23.0 · repository: [neo4j/neo4j-graphrag-python](https://index.githits.dev/repositories/github.com/neo4j/neo4j-graphrag-python/) · indexed 2026-11-10 - [vllm-mlx](https://index.githits.dev/packages/pypi/vllm-mlx/) 0.6.0 · repository: [waybarrios/vllm-mlx](https://index.githits.dev/repositories/github.com/waybarrios/vllm-mlx/) · indexed 2026-11-10 - [langchain](https://index.githits.dev/packages/pypi/langchain/) 1.4.9 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain/1.4.9/docs/) · indexed 2026-11-10 - [langchain-core](https://index.githits.dev/packages/pypi/langchain-core/) 1.7.7 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-core/1.7.7/docs/) · indexed 2026-11-10 - [langchain-openai](https://index.githits.dev/packages/pypi/langchain-openai/) 1.7.4 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-openai/1.7.4/docs/) · indexed 2026-11-10 - [langchain-text-splitters](https://index.githits.dev/packages/pypi/langchain-text-splitters/) 1.1.3 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-text-splitters/1.1.3/docs/) · indexed 2026-11-10 - [langchain-anthropic](https://index.githits.dev/packages/pypi/langchain-anthropic/) 1.7.10 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-anthropic/1.7.10/docs/) · indexed 2026-11-10 - [langchain-classic](https://index.githits.dev/packages/pypi/langchain-classic/) 1.0.8 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-classic/1.0.8/docs/) · indexed 2026-11-10 - [langchain-ollama](https://index.githits.dev/packages/pypi/langchain-ollama/) 1.1.0 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-ollama/1.1.0/docs/) · indexed 2026-11-10 - [langchain-groq](https://index.githits.dev/packages/pypi/langchain-groq/) 1.1.3 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-groq/1.1.3/docs/) · indexed 2026-11-10 - [langchain-tests](https://index.githits.dev/packages/pypi/langchain-tests/) 1.1.9 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-tests/1.1.9/docs/) · indexed 2026-11-10 - [langchain-mistralai](https://index.githits.dev/packages/pypi/langchain-mistralai/) 1.1.6 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-mistralai/1.1.6/docs/) · indexed 2026-11-10 - [langchain-huggingface](https://index.githits.dev/packages/pypi/langchain-huggingface/) 1.2.3 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-huggingface/1.2.3/docs/) · indexed 2026-11-10 - [langchain-chroma](https://index.githits.dev/packages/pypi/langchain-chroma/) 1.1.0 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-chroma/1.1.0/docs/) · indexed 2026-11-10 - [langchain-qdrant](https://index.githits.dev/packages/pypi/langchain-qdrant/) 1.1.0 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-qdrant/1.1.0/docs/) · indexed 2026-11-10 - [langchain-deepseek](https://index.githits.dev/packages/pypi/langchain-deepseek/) 1.1.1 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-deepseek/1.1.1/docs/) · indexed 2026-11-10 - [langchain-perplexity](https://index.githits.dev/packages/pypi/langchain-perplexity/) 1.4.2 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-perplexity/1.4.2/docs/) · indexed 2026-11-10 - [langchain-typesafe](https://index.githits.dev/packages/pypi/langchain-typesafe/) 0.0.1a3 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · indexed 2026-11-10 - [langchain-exa](https://index.githits.dev/packages/pypi/langchain-exa/) 1.1.0 · repository: [langchain-ai/langchain](https://index.githits.dev/repositories/github.com/langchain-ai/langchain/) · [documentation](https://index.githits.dev/packages/pypi/langchain-exa/1.1.0/docs/) · indexed 2026-11-10 - [jsonlines](https://index.githits.dev/packages/pypi/jsonlines/) 4.0.0 · repository: [wbolster/jsonlines](https://index.githits.dev/repositories/github.com/wbolster/jsonlines/) · indexed 2026-11-10 - [osprey-framework](https://index.githits.dev/packages/pypi/osprey-framework/) 2026.6.2 · repository: [als-apg/osprey](https://index.githits.dev/repositories/github.com/als-apg/osprey/) · indexed 2026-11-10 - [osprey-connectors](https://index.githits.dev/packages/pypi/osprey-connectors/) 2026.11.7 · repository: [als-apg/osprey](https://index.githits.dev/repositories/github.com/als-apg/osprey/) · indexed 2026-11-10 - [krasis](https://index.githits.dev/packages/pypi/krasis/) 0.2.0 · repository: [brontoguana/krasis](https://index.githits.dev/repositories/github.com/brontoguana/krasis/) · indexed 2026-11-10 - [xxhash](https://index.githits.dev/packages/pypi/xxhash/) 4.1.0 · repository: [ifduyue/python-xxhash](https://index.githits.dev/repositories/github.com/ifduyue/python-xxhash/) · indexed 2026-11-10 - [openai-codex-cli-bin](https://index.githits.dev/packages/pypi/openai-codex-cli-bin/) 0.167.0 · repository: [openai/codex](https://index.githits.dev/repositories/github.com/openai/codex/) · indexed 2026-11-10 - [openai-codex](https://index.githits.dev/packages/pypi/openai-codex/) 0.167.0 · repository: [openai/codex](https://index.githits.dev/repositories/github.com/openai/codex/) · indexed 2026-11-10 - [jiangshengdev-codex-cli-bin](https://index.githits.dev/packages/pypi/jiangshengdev-codex-cli-bin/) 0.136.2 · repository: [openai/codex](https://index.githits.dev/repositories/github.com/openai/codex/) · indexed 2026-11-10 - [tdai-codex-sdk](https://index.githits.dev/packages/pypi/tdai-codex-sdk/) 0.3.2 · repository: [openai/codex](https://index.githits.dev/repositories/github.com/openai/codex/) · indexed 2026-11-10 - [tdai-codex-cli-bin](https://index.githits.dev/packages/pypi/tdai-codex-cli-bin/) 0.3.2 · repository: [openai/codex](https://index.githits.dev/repositories/github.com/openai/codex/) · indexed 2026-11-10 - [headroom-ai](https://index.githits.dev/packages/pypi/headroom-ai/) 0.44.0 · repository: [headroomlabs-ai/headroom](https://index.githits.dev/repositories/github.com/headroomlabs-ai/headroom/) · indexed 2026-11-10 ## Use it from a coding agent GitHits gives coding agents version-aware access to PyPI packages: they can search, grep and read its source and documentation, and check its dependencies and security advisories, through MCP or the CLI instead of guessing from training data. Connect an agent with one command, which detects installed agents, configures them and signs in: ```sh npx githits@latest init ``` - [Remote MCP server](https://mcp.githits.com) (Streamable HTTP) - [Agent documentation index](https://docs.githits.com/llms.txt) - [API overview](https://docs.githits.com/api/overview) - [Explore the GitHits index](https://index.githits.dev/)