RepoCurrent analysis · Python · 30 days

Python open-source momentum.

Python spans AI, data, automation, web development, and infrastructure. This board looks past cumulative popularity to surface projects with visible recent engineering work.

Independent 30-day order among tracked projects, not GitHub Trending's original ranking.

See GitHub's original daily order Add a Python repository

Ranked projects

50

Median momentum

79

Sampled commits

4.7K

Active contributors

1.1K

30-day leaderboard

Current movement, reasons attached.

Last source sync: 2026-10-21 02:26 UTC. Samples are capped and directional.

01
sickn33/agentic-awesome-skills

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,600+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

48.1K stars · 100 sampled commits

Momentum92
Contributors29
Cadence1d
02
docling-project/docling

Get your documents ready for gen AI

69.1K stars · 100 sampled commits

Momentum89
Contributors44
Cadence2d
03
odoo/odoo

Odoo. Open Source Apps To Grow Your Business.

55.1K stars · 66 sampled commits

Momentum88
Contributors50
Cadence1d
04
python/cpython

The Python programming language

77.8K stars · 100 sampled commits

Momentum88
Contributors55
Cadence1d
05
volcengine/openviking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

40.2K stars · 100 sampled commits

Momentum87
Contributors34
Cadence2d
06
livekit/agents

A framework for building realtime voice AI agents 🤖🎙️📹

14.8K stars · 100 sampled commits

Momentum87
Contributors48
Cadence5d
07
roboflow/supervision

We write your reusable computer vision tools. 💜

51.3K stars · 100 sampled commits

Momentum84
Contributors26
Cadence5d
08
agno-agi/agno

Build, run, and manage agent platforms.

42.8K stars · 100 sampled commits

Momentum84
Contributors34
Cadence5d
09
django/django

The Web framework for perfectionists with deadlines.

91.5K stars · 62 sampled commits

Momentum83
Contributors20
Cadence1d
10
tencentcloud/octop

A smarter, self-hosted AI assistant — multi-user, multi-agent.

10.4K stars · 100 sampled commits

Momentum82
Contributors20
Cadence3d
11
makazhanalpamys/soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

9.3K stars · 100 sampled commits

Momentum82
Contributors25
Cadence8d
12
langchain-ai/langchain

The agent engineering platform.

148K stars · 100 sampled commits

Momentum82
Contributors14
Cadence1d
13
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.

129.8K stars · 86 sampled commits

Momentum82
Contributors23
Cadence1d
14
home-assistant/core

:house_with_garden: Open source home automation that puts local control and privacy first.

91.6K stars · 100 sampled commits

Momentum82
Contributors37
Cadence1d
15
madslorentzen/ai-job-search

The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.

60.2K stars · 100 sampled commits

Momentum81
Contributors27
Cadence10d
16
nvidia/model-optimizer

A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.

5.3K stars · 100 sampled commits

Momentum81
Contributors31
Cadence8d
17
securo-finance/securo

Open-source personal finance manager. Self-hosted, privacy-first.

4.1K stars · 100 sampled commits

Momentum81
Contributors30
Cadence6d
18
public-apis/public-apis

A collective list of free APIs

490.1K stars · 100 sampled commits

Momentum80
Contributors11
Cadence1d
19
pydantic/pydantic-ai

How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

20.8K stars · 100 sampled commits

Momentum80
Contributors9
Cadence3d
20
github/spec-kit

💫 Toolkit to help you get started with SDD or any other process!

141.9K stars · 100 sampled commits

Momentum80
Contributors22
Cadence3d
21
deepset-ai/haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

26.8K stars · 100 sampled commits

Momentum80
Contributors29
Cadence6d
22
alishahryar1/free-claude-code

Use Claude Code, Codex, VSCode, Pi, and OpenCode (and 6 other harnesses) for free (1.3B+ free tokens) from your terminal, app, IDE, or phone, and now from the browser with native browser sessions (multi-harness + multi-model) like OpenClaw (voice supported + ToS friendly)

61K stars · 100 sampled commits

Momentum80
Contributors12
Cadence1d
23
shy3130/tick-stock-panel

TSP自托管、零运维的 A 股「自建策略 + 监控 + 回测」量化工作台 | LLM能力驱使策略定制+个股分析+复盘 | 自由接入第三方数据源与个性化扩展数据 | 个人开源

5.9K stars · 100 sampled commits

Momentum80
Contributors8
Cadence2d
24
google/adk-python

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

21.9K stars · 100 sampled commits

Momentum80
Contributors42
Cadence7d
25
zhouxiaoka/autoclip

AutoClip|一个链接,一键出片。开源 AI 视频剪辑桌面工具,将播客、访谈、课程等长视频自动剪成短视频,生成字幕、封面和发布文案,适配抖音、小红书、TikTok、Reels 与 YouTube Shorts。Open-source AI video clipping & content repurposing.

9.5K stars · 100 sampled commits

Momentum79
Contributors2
Cadence2d
26
vllm-project/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

94.3K stars · 100 sampled commits

Momentum79
Contributors62
Cadence12d
27
calesthio/openmontage

World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.

69K stars · 29 sampled commits

Momentum78
Contributors19
Cadence1d
28
berriai/litellm

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

61.4K stars · 100 sampled commits

Momentum78
Contributors14
Cadence1d
29
fastapi/fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

103.3K stars · 100 sampled commits

Momentum78
Contributors7
Cadence1d
30
paperless-ngx/paperless-ngx

A community-supported supercharged document management system: scan, index and archive all your documents

46.8K stars · 100 sampled commits

Momentum78
Contributors8
Cadence6d
31
earthtojake/text-to-cad

Give your agent CAD superpowers.

21.9K stars · 84 sampled commits

Momentum78
Contributors5
Cadence2d
32
headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

76.6K stars · 100 sampled commits

Momentum77
Contributors13
Cadence7d
33
mlflow/mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

28.4K stars · 100 sampled commits

Momentum77
Contributors21
Cadence15d
34
harry0703/moneyprinterturbo

利用 AI 大模型和自动化工作流,根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

132.2K stars · 100 sampled commits

Momentum77
Contributors17
Cadence14d
35
anthropics/knowledge-work-plugins

Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork

30.8K stars · 95 sampled commits

Momentum77
Contributors6
Cadence1d
36
cactus-compute/needle

Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.

14.1K stars · 56 sampled commits

Momentum77
Contributors14
Cadence1d
37
superdesigndev/treg

OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn

5.6K stars · 100 sampled commits

Momentum76
Contributors5
Cadence1d
38
derv82/wifit3

Wifite but USB-only & cross-platform.

2.4K stars · 100 sampled commits

Momentum76
Contributors7
Cadence4d
39
mem0ai/mem0

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

67.5K stars · 33 sampled commits

Momentum76
Contributors17
Cadence1d
40
vectorize-io/hindsight

Hindsight: Agent Memory That Learns

52K stars · 100 sampled commits

Momentum75
Contributors3
Cadence9d
41
comfy-org/comfyui

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the world.

140.6K stars · 100 sampled commits

Momentum75
Contributors19
Cadence5d
42
getsentry/sentry

Developer-first error tracking and performance monitoring

45.6K stars · 100 sampled commits

Momentum75
Contributors36
Cadence17d
43
openai/openai-agents-python

A lightweight, powerful framework for multi-agent workflows

30.2K stars · 100 sampled commits

Momentum75
Contributors9
Cadence8d
44
crewaiinc/crewai

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

59.8K stars · 91 sampled commits

Momentum75
Contributors22
Cadence5d
45
huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

167.9K stars · 100 sampled commits

Momentum75
Contributors43
Cadence8d
46
rlaope/oh-my-hermes

All in one plugin for Hermes Agent ⚚ the coding intelligence, a long-term memory system and model optimized workflow packages

3.4K stars · 100 sampled commits

Momentum74
Contributors2
Cadence5d
47
open-webui/open-webui

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

156.3K stars · 100 sampled commits

Momentum73
Contributors6
Cadence10d
48
vectifyai/pageindex

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

39.3K stars · 50 sampled commits

Momentum73
Contributors4
Cadence4d
49
langgenius/dify

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

158.8K stars · 100 sampled commits

Momentum73
Contributors30
Cadence17d
50
langchain-ai/langgraph

Build resilient agents.

43.6K stars · 100 sampled commits

Momentum73
Contributors11
Cadence1d

Next step

Turn the Python trend list into a shortlist.

Start with the current leader, compare the top two projects, or subscribe to the Python feed so repeat visits do not depend on remembering this page.

Research context

What this ranking is good for.

Use it to discover maintained Python tools and evaluate whether projects on your shortlist show sustained contributor and release activity.

Confirm supported Python versions, dependency constraints, packaging quality, security posture, and maintainer policy before production use.

Is this GitHub Trending's original Python ranking?

No. This page sorts tracked repositories by RepoCurrent's independent 30-day momentum score. The homepage displays GitHub Trending's original daily order, with links to its weekly and monthly lists.

What makes a Python repository trend on RepoCurrent?

The 30-day score combines sampled development activity, active contributors, issue-resolution health, and release cadence. Lifetime stars are shown as context but do not determine rank.

Is this a list of the best Python repositories?

No. It is a directional shortlist of projects showing current movement. Technical fit, security, licensing, API stability, and production readiness require separate evaluation.

How often does this ranking update?

RepoCurrent refreshes its capped GitHub activity samples every two hours and records the source update time on each repository.