Git.Top Guide

Atlas Guide

Explore open-source ecosystems as maps of projects, alternatives, dependencies, and journeys.

Guide

How Atlas Works

Start from an ecosystem, inspect representative projects, then move through related projects, alternatives, compare, score, and search paths.

Guide

When To Use It

Use Atlas when the user wants a map of a space such as Cloudflare, MCP, RAG, or AI agents rather than a single project recommendation.

Data Source

d1 / d1_query

1067 loaded projects. Generated at 2026-08-13T11:43:24.956Z.

Project

n8n-io/n8n

88

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

Workflow AutomationDockerLocalCloud
Quality84
Agent88

Project

anomalyco/opencode

88

The open source coding agent.

Coding AgentDockerLocalCloud
Quality84
Agent88

Project

ollama/ollama

92

Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

Coding AgentDockerKubernetesLibrary Only
Quality84
Agent92

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

Ai App TemplateDockerKubernetesLibrary Only
Quality84
Agent92

The agent engineering platform.

Agent FrameworkDockerLibrary OnlyLocal
Quality84
Agent90

Project

github/spec-kit

88

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

Coding AgentLibrary OnlyLocalCloud
Quality84
Agent88

Project

ggml-org/llama.cpp

90

LLM inference in C/C++

Rag FrameworkDockerLibrary OnlyLocal
Quality84
Agent90

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

Browser AgentDockerLibrary OnlyLocal
Quality84
Agent90

Project

openai/codex

88

Lightweight coding agent that runs in your terminal

Coding AgentLibrary OnlyLocalCloud
Quality84
Agent88

Project

vllm-project/vllm

90

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

Local Llm RuntimeDockerLibrary OnlyLocal
Quality84
Agent90

Project

earendil-works/pi

90

AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

Coding AgentDockerLibrary OnlyLocal
Quality84
Agent90

Project

infiniflow/ragflow

90

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

Rag FrameworkDockerLibrary OnlyLocal
Quality84
Agent90