Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#1Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Glo records 6,503 monthly visits with -43% growth and Free Trial, Paid pricing.

A GLP-1 companion that lives in your text messages
| -4.91K (-43%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇺🇸 United States (71.6%) |
|---|
| Direct Visits / mo | 470.6K | 1.55K |
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| User Rating | 4.8 | 4.2 |
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| Supported Platforms | Website | Website |
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Build, deploy, and govern production-ready agentic AI workflows
A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.

A GLP-1 companion that lives in your text messages
No app to install and no learning curve. If you can text, you can talk to Glo day or night.
Ask about side effects, protein, fiber, calories or hydration and get answers built on vetted clinical frameworks.
Send a message or a photo of your meal and Glo records it for you, along with activity and drink entries.
Glo builds week-by-week habit plans that adapt as it learns your routine and what is or is not working.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#1Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
#3
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

SpecialistAI pet-care companion that learns what's normal for your pet

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.

Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms.


Free / Open-sourceAn open-source AI workspace providing visual workflow builders for designing and governing agent systems.

SpecialistThe technology and applied-AI platform for churches, ministries, and faith-based organizations

Free / Open-sourceAn open-source drag-and-drop builder specifically designed for chaining foundation models into automated AI pipelines.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
SpecialistAI pet-care companion that learns what's normal for your pet
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.
SpecialistThe technology and applied-AI platform for churches, ministries, and faith-based organizations
Free / Open-sourceAn open-source drag-and-drop builder specifically designed for chaining foundation models into automated AI pipelines.