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**best-of-web-python**

A ranked list of awesome python libraries for web development.

dataset

Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.

pynamodb

A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).

mechanicalsoup

A Python library for automating interaction with websites.

reflex

A framework for building reactive, full-stack web applications entirely with Python.

fastapi

A modern, fast, web framework for building APIs with standard Python type hints.

rpyc

(Remote Python Call) - A transparent and symmetric RPC library for Python.

mako

Hyperfast and lightweight templating for the Python platform.

sanic

A Python 3.6+ web server and web framework that's written to go fast.

autobahn-python

WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html).

pyjwt

JSON Web Token implementation in Python.

OpenClaw Orchestrator — Finance & Python Team

Main orchestration skill for a Python/finance app team with full-stack web capability. Routes tasks to sub-agents Simons, Carmen, and Ada. Free mode is on by...

Code Runner Local

Run code snippets in 30+ programming languages including JavaScript, Python, TypeScript, Java, C, C++, Go, Rust, Ruby, PHP, and more. Use when the user wants...

func-to-web

Instantly create web UIs from Python functions using type hints. Zero frontend code required.

furl

A small Python library that makes parsing and manipulating URLs easy.

aiohttp

Asynchronous HTTP client/server framework for asyncio and Python.

Network AI

Local Python orchestration skill: multi-agent workflows via shared blackboard file, permission gating, token budget scripts, and persistent project context....

httpx

A next generation HTTP client for Python.

easypaper

Generate academic papers from metadata using EasyPaper Python SDK. Use when user wants to create structured LaTeX papers programmatically. References the Eas...

Hugging Face Diffusion Models Course

Python materials for the online course on diffusion models by [@huggingface](https://github.com/huggingface).

Shadows Python Sensei

Python best practices enforcer — clean code, proper patterns, performance, testing, type hints. Use when writing or reviewing Python code.

dateparser

A Python parser for human-readable dates in dozens of languages.

psycopg

The most popular PostgreSQL adapter for Python.

mysqlclient

MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork).

self-improving-agent-python

Implement a 3-layer self-improvement process for agents to evaluate tasks, learn from outcomes, optimize performance, and share knowledge across agents.

mssql-python

Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance and low memory usage.

ZODB

A native object database for Python. A key-value and object graph database.

cassandra-driver

The Python Driver for Apache Cassandra.

pymongo

The official Python client for MongoDB.

Notebooklm

Google NotebookLM 非官方 Python API 的 OpenClaw Skill。支持内容生成（播客、视频、幻灯片、测验、思维导图等）、文档管理和研究自动化。当用户需要使用 NotebookLM 生成音频概述、视频、学习材料或管理知识库时触发。

yfinance

Easy Pythonic way to download market and financial data from Yahoo Finance.

jsonschema

An implementation of [JSON Schema](http://json-schema.org/) for Python.

geopandas

Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.

pysolr

A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/).

plotly

Interactive graphing library for Python.

ibis

A portable Python dataframe library with a single API for 20+ backends.

review-sendmsg

Perform detailed Python code reviews identifying bugs, security risks, test gaps, and maintainability issues in diffs, patches, or pull requests.

polars

A fast DataFrame library implemented in Rust with a Python API.

bokeh

Interactive Web Plotting for Python.

voluptuous

A Python data validation library primarily intended for validating data from untrusted sources.

gradio

Build and share machine learning apps, all in Python.

numba

Python JIT compiler to LLVM aimed at scientific Python.

scipy

A Python-based ecosystem of open-source software for mathematics, science, and engineering.

pymc

Probabilistic programming and Bayesian modeling in Python.

Building Rag Applications With Langchain

Learn to build Retrieval-Augmented Generation (RAG) applications using LangChain with Python and FAISS vector stores for enhanced AI retrieval.

cartopy

A cartographic python library with matplotlib support.

Piglet Python Craftsman

Practical Python craftsmanship guidance based on One Python Craftsman. Use when writing, refactoring, or reviewing Python code for naming, branching, data st...

An OpenClaw skill for AI-powered multimedia generation (image, video, audio, 3D) via 170+ RunningHub API endpoints — zero dependencies, pure Python.

Generate images, videos, audio, and 3D models via RunningHub API (170+ endpoints) and run any RunningHub AI Application (custom ComfyUI workflow) by webappId...