
spec-kit
github/spec-kit💫 Toolkit to help you get started with Spec-Driven Development
The Stacks
Libraries, CLIs and infrastructure for building with AI.
Free to explore · curated by OneWave AI
215 developer tools projects in this wing of the Stacks. Review status is shown for every entry.
Review is in progress. 1,407 projects are queued and none has been approved yet. Everything unreviewed is discovery metadata imported from GitHub — listed, not vetted.
Ranked by total stars at the last daily refresh. This is not stars earned during the selected period. Star counts in the AI category are known to be inflated by fake-star campaigns, so activity and license are shown first.

💫 Toolkit to help you get started with Spec-Driven Development

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

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

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.

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

ArtCraft is an intentional crafting engine for artists, designers, and filmmakers

Vane is an AI-powered answering engine.

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

Production-grade Rust-native trading engine with deterministic event-driven architecture

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.

Universal LLM Deployment Engine with ML Compilation

High-performance In-browser LLM Inference Engine

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Automation engine to build, test and ship any codebase. Runs locally, in CI, or directly in the cloud

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

A lightweight, lightning-fast, in-process vector database

Apache Doris is a real-time analytics and hybrid search database for AI agents.

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

Agentic AI Framework for Java Developers

AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

⏰ Agenticly track worldwide conference deadlines (Website, Python Cli, Wechat Applet)