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Awesome Python

The definitive list that answers "I want to do X in Python, which tool should I use?"

vinta/awesome-python #awesome #awesome-list #python #python-frameworks #python-libraries #python-tools

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List stars: 328,084
README repos: 530
Indexed repos: 573
List commits: 2,465
Forks: 28,943
Open issues: 21

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Latest scan 2026-10-17 10:50

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14 repos matching these filters.

Topic: mcp

Latest repo push 2026-10-17

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Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

AI dev

Stack

Python ASP.NET Core pytest Starlette Cargo .NET SDK npm

GitHub topics

#ai-agents #antigravity #ast #claude-code #code-analysis #code-search

Updated: 2026-10-16
Lists: 5 list mentions
First commit: 2026-04-03
License: Apache-2.0
Issues: 1,506 open

127,289

stars

Forks: 12,281
Commits: 2,427 commits
Star growth, last 7 days: +1,960 +1.6%
Commit velocity, last 7 days: +189 +8.4%

Website GitHub

browser-use/browser-use

Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.

AI dev

Stack

Python uv

GitHub topics

#ai-agents #ai-tools #browser-agent #browser-automation #browser-use #cdp

Updated: 2026-10-16
Lists: 9 list mentions
First commit: 2024-10-31
License: MIT
Issues: 563 open

118,227

stars

Forks: 13,112
Commits: 10,386 commits
Star growth, last 7 days: +640 +0.5%
Commit velocity, last 7 days: +41 +0.4%

Website GitHub

D4Vinci/Scrapling

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

Stack

Python pytest Scrapy PEP 517 pip

GitHub topics

#ai #ai-scraping #automation #crawler #crawling #crawling-python

Updated: 2026-10-16
Lists: 2 list mentions
First commit: 2024-10-13
License: BSD-3-Clause
Issues: 9 open

87,954

stars

Forks: 9,043
Commits: 1,636 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

unclecode/crawl4ai

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.

AI dev

Stack

Python FastAPI Flask pip uv

GitHub topics

#ai #ai-agents #crawler #data-extraction #llm #markdown

Updated: 2026-10-15
Lists: 3 list mentions
First commit: 2024-05-09
License: Apache-2.0
Issues: 261 open

85,680

stars

Forks: 8,905
Commits: 1,778 commits
Star growth, last 7 days: +511 +0.6%
Commit velocity, last 7 days: +68 +4.0%

Website GitHub

AstrBotDevs/AstrBot

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

AI dev

Stack

Python FastAPI pytest React Vite npm pip pnpm

GitHub topics

#agent #ai #astrbot #chatbot #chatgpt #discord

Updated: 2026-09-25
Lists: 6 list mentions
First commit: 2022-12-08
License: AGPL-3.0
Issues: 1,559 open

40,979

stars

Forks: 2,971
Commits: 5,287 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

wshobson/agents

Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, and Google Antigravity

AI dev

Stack

Python pytest Starlette PEP 517 pip uv

GitHub topics

#agent-skills #agentic-ai #agents #ai-agents #anthropic #antigravity

Updated: 2026-09-07
Lists: 4 list mentions
First commit: 2025-07-24
License: MIT
Issues: 8 open

39,600

stars

Forks: 4,220
Commits: 569 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

mindsdb/minds

Delegate anything. It comes back done.

AI dev

Stack

Makefile

GitHub topics

#agents #ai #analytics #artificial-inteligence #bigquery #business-intelligence

Updated: 2026-07-08
Lists: 2 list mentions
First commit: 2018-08-02
License: MIT
Issues: 3 open

39,383

stars

Forks: 6,219
Commits: 20,585 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

mindsdb/minds-platform

General-purpose AI designed for knowledge workers — creators, strategists, and operators — and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud).

Stack

Python Flask LlamaIndex PydanticAI pytest npm PEP 517 pip

GitHub topics

#agents #ai #analytics #artificial-inteligence #bigquery #business-intelligence

Updated: 2026-06-05
Lists: 2 list mentions
First commit: 2018-08-02
License: NOASSERTION
Issues: 91 open

39,253

stars

Forks: 6,210
Commits: 20,567 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

PrefectHQ/fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients.

AI dev

Stack

Python FastAPI pytest Starlette PEP 517 pip uv

GitHub topics

#agents #fastmcp #llms #mcp #mcp-clients #mcp-servers

Updated: 2026-10-15
Lists: 3 list mentions
First commit: 2024-11-29
License: Apache-2.0
Issues: 517 open

28,097

stars

Forks: 2,477
Commits: 4,188 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

modelcontextprotocol/python-sdk

The official Python SDK for Model Context Protocol servers and clients

AI dev

Stack

Python pytest Starlette PEP 517 pip uv

GitHub topics

#mcp #mcp-client #mcp-server #python

Updated: 2026-10-13
Lists: 2 list mentions
First commit: 2024-09-24
License: MIT
Issues: 359 open

24,591

stars

Forks: 4,068
Commits: 1,101 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

repowise-dev/repowise

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

AI dev

Stack

Python ASP.NET Core Entity Framework FastAPI Next.js Bundler Cargo CMake

GitHub topics

#ai #code-complexity #code-health #code-intelligence #code-quality #dead-code

Updated: 2026-10-06
Lists: 2 list mentions
First commit: 2026-03-23
License: AGPL-3.0
Issues: 223 open

7,173

stars

Forks: 783
Commits: 2,261 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

ag2ai/ag2

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

AI dev

Stack

Python pytest Starlette uv

GitHub topics

#a2a #ag2 #agent-framework #agentic #agentic-ai #ai

Updated: 2026-09-08
Lists: 3 list mentions
First commit: 2020-12-04
License: Apache-2.0
Issues: 24 open

4,911

stars

Forks: 712
Commits: 5,446 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

promptise-com/Foundry

The foundation layer for agentic intelligence.

AI dev

Stack

Python LangChain pytest Starlette PEP 517

GitHub topics

#agent-framework #agent-runtime #agentic-ai #agents #ai #ai-agents

Updated: 2026-10-04
Lists: 1 list mention
First commit: 2025-08-29
License: Apache-2.0
Issues: 6 open

872

stars

Forks: 129
Commits: 141 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

jumpstarter-dev/jumpstarter

Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic.

AI dev

Stack

Python Cobra Gin gRPC Go pytest Cargo Go modules PEP 517

GitHub topics

#agentic #android #board-farm #ci-cd #cloud-native #cuttlefish

Updated: 2026-10-14
Lists: 3 list mentions
First commit: 2024-06-16
License: Apache-2.0
Issues: 77 open

226

stars

Forks: 41
Commits: 3,816 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

Activity

Default branch: master
Last pushed: 2026-10-17
GitHub updated: 2026-10-17
Created: 2014-06-27
First commit: 2014-06-27
Last scanned: 2026-10-17 10:50
Watchers: 6,147

Indexed repo mix

Repo stars: 9,621,543
Repo forks: 1,562,131
Active: 571
Archived: 2

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Python (519) C++ (16) Rust (14) C (5) Jupyter Notebook (3) C# (2) Cython (2) HTML (2) TypeScript (2) Java (1) JavaScript (1) Makefile (1)

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