Transformers
The model-definition framework for state-of-the-art machine learning.
Resource type: Framework
137 picks. Every curated framework in the productivity directory, hand-picked and kept up to date.
Built with love by Shushant Lakhyani. Building bestproductivityresources.com
The model-definition framework for state-of-the-art machine learning.
Beautifully designed, accessible components you own and customize.
Python composable command line interface toolkit.
The simplest, fastest repository for training and finetuning medium-sized GPTs.
A wildly robust JavaScript animation library built for professionals.
RAG that intelligently adapts to your use case, data and queries.
An open standard for streaming generative user interfaces.
Frontend workshop for building UI components and pages in isolation.
Fast, production-grade animation library for React, JavaScript and Vue.
Policy enforcement, zero-trust identity and sandboxing for autonomous AI agents.
A persistent, self-evolving multi-agent ecosystem.
Animated UI components for React.
A second-brain crew that handles knowledge, nutrition, and mental wellness together.
An open-source design system that is fully customizable and agent ready.
Declarative language for composable AI workflows.
Agent runtime security — zero trust, zero setup, zero latency.
Open-source template for AI agents that stay up to date with your knowledge base.
Tiny, dependency-free library of interaction sounds for the web, made live with Web Audio.
100+ free, open-source UI components for React and Tailwind CSS.
The Ruby-native AI framework with one consistent API.
Animated visual compositions for React and shadcn/ui marketing and landing pages.
Beautiful open-source animated theme toggles for React, Svelte and Vue.
Curated, production-grade skills for AI coding agents.
Cross-vendor messaging for CLI AI coding agents — let Claude Code, Codex, Gemini and Copilot talk to each other.
AI-native HTAP database with Git-for-Data and built-in vector search.
An animation editor with a visual interface for the web.
Open-source skill files that stop AI coding agents shipping generic frontends.
An AI agent skill that builds an editor for App Store and Google Play screenshots.
The largest free animated component library for modern websites.
A unified Figma design system and React component library with 16,800+ variants.
Build your own design apps with AI.
MCP server that orchestrates language servers into agent-native workflows.
The SDK for autonomous economic agents with identity, wallet and peer-to-peer settlement.
AI-native wire format for structured data with fewer tokens than JSON.
Create, evaluate and connect AI skills.
Native-feeling page transitions for React, Svelte, Vue, Solid, Angular and Qwik.
Beautiful, ready-to-use terminal UI components for React, installed with shadcn.
Unified face analysis library for Python — detection to anti-spoofing in one API.
Framework-agnostic library that smoothly morphs one element into another.
Rebuild the object in a reference image as a code-only, animation-ready Three.js model.
Catch AI agent failures before your agent runs.
Open-source animated React components and blocks for SaaS and AI apps.
Essential UI transitions for web apps, built to use with AI coding agents.
Your AI brain, externalized — remembers everything you do and becomes any role you need.
React and Tailwind components, blocks and landing templates with motion built in.
Email inbox API for AI agents — every agent gets its own real email address.
Beautiful PDF components for React, 100% free with zero config and one-command setup.
SSH-based reverse shell.
A Swift-native runtime for AI agents.
Go toolkit for clean, composable, channel-based concurrency.
Open-source memory runtime for AI agents.
Local API emulation for CI and no-network sandboxes, from Vercel Labs.
A segmented one-time-code input for React, with every state designed.
Accessible, copy-paste React and Tailwind components with motion built in.
Local-first, self-hosted AI agent runtime and MCP bridge.
Open-source tag manager for developers.
Elixir-native LangChain, LangGraph and DeepAgents for traceable LLM apps.
Event-sourced graph runtime for durable AI agents.
Context engine that finds the right code for Claude Code and Codex.
Long-term memory for AI agents in plain Markdown.
A high-performance multithreaded task execution engine for agents and dweb apps.
Let your AI coding sessions talk to each other.
Run AI agents on real, isolated machines that boot in under 100ms.
A constitutional governance layer for consequential AI actions.
Split coding work between a planning model and a faster implementation model.
Give your AI agent a real browser with a human in the loop.
Communication for AI agents with stable identity and durable mail.
A fast job queue for Bun with SQLite by default and no Redis required.
Measure whether your agent skills and MCPs actually help.
A headless, durable agentic harness engine.
Governed agentic AI infrastructure for AI coding tools.
Go-to-market skills for Claude and Codex.
Local-first social media research agent.
AI skills for legal work in Claude and other agents.
Open-source AI projects you can use to earn income.
Open-source infrastructure for AI agents in production.
A governed runtime for Python agents you can let act.
Self-hosted real-time video and audio for your apps.
OpenTelemetry plugins for every coding agent.
A distributed HyperState machine for payments, code execution and intent routing.
AI agent that gathers, summarizes and distributes news.
A lean, fast, open terminal agent runtime.
Query and manage cloud infrastructure with SQL.
Generate editable Excalidraw diagrams from text or JSON for agents and developer workflows.
Universal, model-agnostic operating harness for AI agents like Claude, Codex and Gemini.
An agentic framework for building resilient AI agent systems.
One shared brain for every AI coding agent — memory, skills and context in sync.
One signed Decionis verdict before any workflow step runs.
Governance runtime for Claude Code with workflow gates and decision provenance.
Open-source AI security verification for models, endpoints, MCP servers and agent traces.
The open standard for runtime agent control across AI frameworks.
Build interactive 3D worlds with your AI agent of choice.
Tiny JavaScript library that adds squircle (smooth) corners to HTML elements.
Open-source template for always-on AI coworkers with their own computers.
Native, local-first knowledge graph engine for code and project artifacts.
AI agent orchestration platform with an LLM-driven decision engine.
Queue-based state machine for high-throughput DAG workflow execution.
The official Java SDK for the Agent2Agent (A2A) protocol.
An autonomous AI agent framework that runs unattended on GitHub Actions.
The open-source, self-hosted foundation for building and running AI agents.
A governed coordination protocol for multi-agent AI work, with a conformance benchmark.
Point your coding agent at any box you can SSH into.
Drop-in tools that give AI agents reliable, permission-aware access to external systems.
1,170+ free animated SVG icons for React, built on Lucide and Motion.
A TypeScript runtime for provider-agnostic agents, tool workflows and structured extraction.
A portable AI agent runtime for the JVM that runs on Spring AI, LangChain4j, Anthropic and more.
169 copy-and-paste audio components for React and shadcn/ui.
Free, open-source animated React components built with Motion and Tailwind CSS.
A React design system of 85 components and blocks for dashboards and agentic products.
An unofficial Go SDK for integrating with the Claude Code CLI.
Dashboard-as-code: build interactive dashboards with YAML and JSX and a built-in semantic layer.
Free, open-source animated chart components for React and shadcn/ui.
A topological memory layer that uses concepts instead of embeddings to improve RAG and AI memory.
Maps your codebase into a graph that you and your coding agents can query.
AI integration layer for Jido agents, with LLM orchestration and reasoning strategies.
The memory and storage engine for AI agents, from the edge to the cloud.
A slide framework built for AI agents.
An open-source, self-hosted implementation of the OpenAI Agents API, from MiniMax.
An open-source runtime for persistent AI agent memory.
100+ interactive React components with Tailwind and Motion source for modern interfaces.
Premium animated UI components for modern web apps.
A flat ink UI kit inspired by Hinomaru Japanese posters, with 111 elements and 24 blocks.
GSAP and CSS animated components for React that you copy and own.
Self-hosted multi-user cloud platform for DeepSeek Harness.
RSI infrastructure for refining and evolving AI agent harnesses.
A framework for identifying and mitigating security risks in AI systems.
Quickly build AI agents in Go, from agentic CLIs to backend services.
Python SDK for vector search, RAG and AI agents on Oracle AI Database.
Deterministic, bounded local Git context as Markdown or JSON.
shadcn/ui-style React components for building ChatGPT, Claude and MCP apps.
Python framework for modular, self-contained skill management for machines.
Open-source voice AI platform for phone and web calls, driven by a REST API.
Turn a vault of notes into filterable databases.
Open-source agent runtime with SSH-native isolation and eBPF egress policy.
Free tools for debugging AI reasoning, RAG pipelines and agent workflows.
AI agent-native observability and debugging for Django.
An app framework and browser for AI agents, built on Markdown that runs.
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