8 Best FastGPT Alternatives in 2026 (Open Source)
FastGPT — AI agent building platform with data processing, model invocation, visual workflows, and Docker deployment. Provides a visual workflow orchestration system specifically for building and deploying AI agents.
Short answer
- Closest match to FastGPT: Dify.
- Most actively developed: Dify (2,338 commits in the last 90 days).
- Fastest growing: Dify (+3,652 GitHub stars in the last 30 days).
- No commit in 6+ months: iX and AgentPilot.
These 8 open-source tools do the same job. They are ordered by how closely they match FastGPT, with live GitHub data so you can see which projects are actively maintained.
| Tool | GitHub stars | Stars / 30d | Last commit |
|---|---|---|---|
| FastGPT(original) | 29.8k | +105 | 2026-10-01 |
| Dify | 157.7k | +3,652 | 2026-10-02 |
| Langflow | 155.5k | +1,452 | 2026-10-01 |
| Bisheng | 12.0k | +60 | 2026-09-23 |
| Flock | 1.1k | +4 | 2026-07-06 |
| coze-studio | 21.7k | +60 | 2026-07-29 |
| iX | 1.0k | 0 | 2024-03-03 |
| Ekko Studio | 11.3k | +345 | 2026-10-02 |
| AgentPilot | 568 | +5 | 2025-05-15 |
1. Dify
Production-ready platform for agentic workflow development.
What sets it apart: Unlike LangGraph (code-first orchestration), Dify offers a complete visual IDE combining workflow builder, RAG pipeline, prompt engineering, and production monitoring in one platform — the Vercel of LLM apps
Best for: Teams building RAG-powered chatbots and AI apps with visual workflow and no backend coding; Product teams who need LLMOps monitoring alongside app development in one platform
2. Langflow
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
What sets it apart: Best visual builder for LLM workflows with direct MCP server deployment — more production-ready than Flowise with API-first architecture
Best for: Rapid prototyping of AI agent workflows with visual builder; Non-developers building LLM applications without coding
3. Bisheng
Open LLM application DevOps platform for enterprise workflows, RAG, and agents
What sets it apart: Embeds domain expert preferences and business logic into AI agents via the Agent Guidance Language (AGL) framework for expert-level task handling.
Best for: Building complex enterprise AI applications; Multi-agent collaboration scenarios; Workflows requiring human-in-the-loop intervention
4. Flock
Desktop multi-agent harness with visual workflows, built with Rust, Tauri, React, and langgraph-rust
What sets it apart: vs Dify/Flowise: native human-in-the-loop approval, subgraph nodes for modular reuse, and MCP protocol support for flexible tool integration
Best for: Teams building conversational AI with visual workflow design; Organizations needing human-in-the-loop agent workflows
5. coze-studio
Open-source visual platform for creating, debugging, and deploying AI agents with no-code or low-code tools
What sets it apart: Fully open-source core engine derived from an enterprise platform serving millions of developers.
Best for: developers building AI agents visually; low-code AI product development; enterprises customizing agent business logic
6. iX
Autonomous GPT-4 agent platform
What sets it apart: vs LangChain/AutoGen: visual no-code drag-and-drop editor with native multi-agent orchestration and horizontal worker scaling — design complex agent workflows visually instead of writing code
Best for: Building custom multi-agent teams with visual no-code editor; Rapid prototyping of AI workflows without coding; Organizations needing self-hosted parallel agent execution at scale
7. Ekko Studio
Ekko Studio is a local-first AI workspace for multi-agent chat, coding, and visual workflows, available on desktop and the web.
What sets it apart: Combines local-first multi-agent runtime management with visual workflow automation across seven different agent frameworks in one workspace.
Best for: developers building multi-agent systems; teams needing local-first agent workspaces; visual workflow automation for AI agents
8. AgentPilot
A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.
What sets it apart: vs ChatGPT/Claude desktop: local multi-agent workflow builder with graph-based design, 20+ LLM providers via LiteLLM, branching chats, and built-in multi-language code interpreter
Best for: Power users building complex multi-agent workflows on desktop; Developers wanting visual graph-based agent orchestration with code execution
FAQ
- What are the best alternatives to FastGPT?
- The closest open-source alternatives to FastGPT are Dify, Langflow and Bisheng, followed by Flock, coze-studio and iX. They are ranked by how closely they match what FastGPT does.
- Which FastGPT alternative is the most popular?
- Dify has the most GitHub stars among FastGPT alternatives, with 157,730 stars.
- Which FastGPT alternative is the most actively maintained?
- By recent activity, Dify (2,338 commits in the last 90 days) is the most actively developed alternative.