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Python Generative AI repositories on GitHub: 12 ranked by stars

12 public Python repositories tagged Generative AI are on GitHub, with 297,759 stars between them; 8 had a push in the last 30 days. The most starred: langflow-ai/langflow (155,662), rohitg00/ai-engineering-from-scratch (69,043), ahujasid/mcp-for-blender (30,800).

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Every repository, most starred first

RepositoryWhat it isStarsForksLicenseLast pushRead
langflow-ai/langflowLangflow is a powerful tool for building and deploying AI-powered agents and workflows.155,66210,223MITOct 14Oct 14
rohitg00/ai-engineering-from-scratchLearn AI Engineering! Learn it. Build it. Ship it for others.69,04312,089MITOct 14Oct 14
ahujasid/mcp-for-blenderCommunity plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.30,8002,789MITOct 6Oct 14
semantica-agi/semanticaGraph-Native Infrastructure for Context and Accountable AI Systems14,0391,630MITOct 14Oct 14
0x4m4/hexstrike-aiHexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting…12,7862,612MITAug 3Oct 14
alvinreal/awesome-opensource-aiCurated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.4,861684CC0-1.0Oct 10Oct 11
IBM/mcp-context-forgeAn AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management.…4,629922Apache-2.0Oct 14Oct 14
ahujasid/ableton-mcpControl Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP3,183434MITSep 22Oct 14
victordibia/designing-multiagent-systemsBuilding LLM-Enabled Multi Agent Applications from Scratch1,350281Apache-2.0Aug 24Oct 8
massgen/MassGenMassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce…1,142178Jun 12Oct 14
comet-ml/opik-mcpModel Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude…22238Apache-2.0Oct 8Oct 14
ChaoYue0307/awesome-graph-engineeringEngineer the organization, not just the agent. 601 curated resources · 9 design layers · 11 sections · 279 papers & preprints — a field guide, CC0 open dataset, and interactive…427CC0-1.0Sep 26Oct 14

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Every Generative AI repository

Read from GitHub by SpecStream between October 8, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.