← Use cases · No-code automation
AI agent tools for low code
Short answer: Our top pick for low code: n8n, with the highest AgentPick Score (93/100) among tools tagged "low-code". Runners-up: Dify (86) and nocobase (81). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | n8n | Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. | 93/100 | ★ 207k | See repo | 14 Oct 2026 |
| #2 | Dify | Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so t… | 86/100 | ★ 158k | See repo | 14 Oct 2026 |
| #3 | nocobase | NocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of… | 81/100 | ★ 25k | See repo | 14 Oct 2026 |
| #4 | teable | ✨ AI Spreadsheet for Business | 79/100 | ★ 22k | See repo | 14 Oct 2026 |
| #5 | prest | Instant REST and MCP APIs for PostgreSQL and MySQL, on existing or new databases. CRUD, custom SQL routes, auth and ACL without writing a backend. Low… | 78/100 | ★ 4.6k | MIT | 14 Oct 2026 |
| #6 | astron-agent | Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents. | 75/100 | ★ 8.9k | Apache-2.0 | 14 Oct 2026 |
| #7 | magic | Instant SECURE Full Stack Apps and AI Agents | 67/100 | ★ 1.2k | MIT | 14 Oct 2026 |
| #8 | bytechef | Open-source AI agents and workflow automation. Self-host or embed in your SaaS. Apache 2.0 alternative to n8n and Zapier. | 66/100 | ★ 1k | See repo | 14 Oct 2026 |
| #9 | ethora | SDK monorepo for the Ethora chat / messaging platform. (1) Pick an SDK for your frontend stack. (2) Integrate manually or with ethora-setup. (3) Optio… | 64/100 | ★ 550 | Apache-2.0 | 14 Oct 2026 |
| #10 | astron-rpa | Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises. | 63/100 | ★ 5.3k | Apache-2.0 | 14 Oct 2026 |
| #11 | rulego | ⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go. | 63/100 | ★ 1.6k | Apache-2.0 | 14 Oct 2026 |
| #12 | flow-like | Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization. | 63/100 | ★ 962 | See repo | 14 Oct 2026 |
| #13 | openops | The batteries-included, No-Code FinOps automation platform, with the AI you trust. | 58/100 | ★ 1.1k | See repo | 14 Oct 2026 |
| #14 | self-hosted-ai-starter-kit | The Self-hosted AI Starter Kit is an open-source template that quickly sets up a local AI environment. Curated by n8n, it provides essential tools for… | 56/100 | ★ 15k | Apache-2.0 | 12 Oct 2026 |
| #15 | agents | Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows. | 44/100 | ★ 1.5k | See repo | 9 Oct 2026 |
| #16 | better-chatbot | Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation. | 40/100 | ★ 1.2k | MIT | 19 Aug 2026 |
| #17 | magic | Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system) | 39/100 | ★ 5.1k | See repo | 12 Aug 2026 |
| #18 | mcp-n8n-workflow-builder | AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via M… | 30/100 | ★ 235 | MIT | 13 Sept 2026 |
| #19 | n8n-workflow-builder | AI assistant integration for n8n workflow automation through Model Context Protocol (MCP). Connect Claude Desktop, ChatGPT, and other AI assistants to… | 20/100 | ★ 547 | MIT | 19 Mar 2026 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Check self-hosting options and data residency.
- Look for retries and error handling on each step.
- Prefer tools with human approval for risky actions.
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