Alternatives to Draft'n Run

Dify is an open-source visual builder for agentic workflows and RAG pipelines, deployable on cloud, VPC, or self-hosted Docker.

Build, debug, and deploy AI agents with an open-source visual agent development platform you host yourself.

Free, open-source web UI for prototyping multi-agent AI workflows on AutoGen AgentChat — build agent teams without writing code.

ChatDev 2.0 (DevAll) is a free, open-source zero-code platform for multi-agent orchestration from YAML or JSON config.

Open-source AI automation: describe a workflow in chat, get agents, tables, and 760+ app connections you can self-host.

Open-source, self-hosted AI assistant and agent framework with unified model routing, a full RAG chain, and local/remote MCP tooling.

Lyzr's Opencontroller is an AI agent control plane to run, monitor, and govern enterprise agents built on any framework.

FastGPT is an open-source RAG platform and visual AI agent builder you can self-host with SSO, RBAC, and full LLM auditing

Open-source AI observability for agent tracing, LLM-as-a-judge evals, and coding-agent cost tracking.

Visual low-code canvas for building AI agents, RAG pipelines, and MCP servers, deployable as an API or self-hosted.

OpenLIT is an open-source, OpenTelemetry-native agent harness engineering platform for LLM tracing, evals, and guardrails you self-host.

Relevance AI builds enterprise AI agent workforces that run autonomously with built-in evals and governance.

StackAI is an enterprise AI agent factory for building, deploying, and governing agentic workflows.

Enterprise agent workforce platform for building, operating, and governing AI agents across on-prem, hybrid, and multi-cloud environments.

Gumloop builds governed AI agents that work inside Slack, Teams, and Gmail with a real browser

Kore.ai builds enterprise AI agents with runtime governance, voice CX, and employee-facing agent workflows

CrewAI is an enterprise multi-agent platform for building, governing, and observing agentic workflows in production.

Pre-trained finance AI models and API infrastructure for banks, insurers, and lenders, moving into agentic workflow orchestration.

Logic turns a plain-English spec into a tested, versioned production AI agent you can call from anywhere.

LLM evaluation, observability, and red teaming in one workspace — ship AI you can actually trust