AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

☁️ Build multimodal AI applications with cloud-native stack

Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

"RAG-Anything: All-in-One RAG Framework"

This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches.

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Turns Data and AI algorithms into production-ready web applications in no time.

Machine Learning Engineering Open Book

Open-source Agent Operating System

Knowledge Engine for AI Agent Memory in 6 lines of code

<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.

Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).

GenAI Agent Framework, the Pydantic way

🧠 Leon is your open-source personal assistant.

The absolute trainer to light up AI agents.

DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.

+192 Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory.

Workflow Engine for Kubernetes

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

🖥️ Run AI Agent in your browser.

LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.

GPT-Image-2 API and Prompts

The LLM Evaluation Framework

LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar

An orchestration platform for the development, production, and observation of data assets.

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

Unified framework for building enterprise RAG pipelines with small, specialized models

Free MLOps course from DataTalks.Club

AI-agent Skill for generating polished HTML slide decks: editorial magazine and Swiss layouts, image prompts, social covers, and a WebGL/low-power presentation runtime.

A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Browser Harness | Self-healing harness that enables LLMs to complete any task.

Ragas — a leading open-source project in the AI/LLM ecosystem.

Supercharge Your LLM Application Evaluations 🚀

Eigent: The Open Source Cowork Desktop to Unlock Your Exceptional Productivity. Local and Free Alternative to Claude Cowork.

A curated list of references for MLOps

Structured Outputs

TensorRT-LLM — a leading open-source project in the AI/LLM ecosystem.

AI 智能体专家团队（中文版）— 146 个专业 AI 智能体人设，覆盖开发、设计、营销、测试、运维等领域，含小红书/抖音/微信等 19 个中国平台原创智能体，支持 10 种 AI 编程工具

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

首家工业级全流程 AI 影视生产平台。Industry-first professional AI Agent platform for controllable film & video production. From shorts to live-action with Hollywood-standard workflows.

首家工业级全流程 AI 影视生产平台。Industry-first professional AI Agent platform for controllable film & video production. From shorts to live-action with Hollywood-standard workflows.