A general-purpose AI agent that executes tasks, not just answers them
#1Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Toolhouse records 4,326 monthly visits with -17.4% growth and Freemium pricing.

Repetitive tasks, done for you by AI workers
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | toolhouse.ai |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819.69K (819,691) | 4.33K (4,326) |
| MoM Traffic Delta |
| -144.26K (-15%) |
| -909 (-17.4%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇺🇸 United States (84.8%) |
|---|
| Direct Visits / mo | 470.6K | 1.71K |
|---|
| User Rating | 4.8 | 4.2 |
|---|
| Supported Platforms | Website | Website |
|---|

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.

Repetitive tasks, done for you by AI workers
Email or message a worker a task in plain language and it plans the job and executes it, exactly like delegating to a person.
Workers plug into Gmail, Slack, Salesforce, HubSpot, Notion, Google Sheets, Zendesk and 5,000+ other services with no custom code.
Use the models you prefer across providers and switch anytime, backed by deterministic agents grounded on your own data.
Extend Toolhouse with any tool via the open MCP protocol so your workers can reach further without bespoke plumbing.
A general-purpose AI agent that executes tasks, not just answers them
#1
Automate work across thousands of apps — no code required
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
#3Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.

ByteDance's AI-native workspace for natural-language task execution
No-code builder for custom AI agents and workflows
GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

Free / Open-sourceOpen-source desktop AI workforce that runs browser, file, and app tasks for you

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

Free / Open-sourceOpen-source AI automation that unifies agents, flows and 770+ app integrations

No-code AI agents and agent teams for real business workflows
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.
No-code builder for custom AI agents and workflows
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-sourceOpen-source AI automation that unifies agents, flows and 770+ app integrations
No-code AI agents and agent teams for real business workflows