
The AI coding agent for building ambitious software
The AI coding agent for building ambitious software

Meituan's all-scenario AI Agent platform and workbench
Estimated monthly website visits
Similarweb estimates for this domain, not active users. Only available observation months are shown; collection date is separate from the traffic period.
Collected Nov 11, 2026

This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, CatPaw (妙手) (catpaw.meituan.com) is an AI platform indexed under AI Agent generating 40.42K monthly visits with a month-over-month traffic delta of -13.3K (-24.8%). Its primary geographic market is China (90% traffic share), and it operates on a Freemium pricing model. Top competing alternatives by monthly volume include Cursor (23.3M visits/mo), Augment Code (326.22K visits/mo), Google Antigravity (16.05M visits/mo).
Solid agent platform for workflows.
Saved hours of manual coding.
Setup took longer than expected.
Great memory retention across tasks.
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
A ready-to-use workspace where tasks are described in natural language and executed by agents, without setup or infrastructure work.
Build, host and manage AI agents through their lifecycle, including managed hosting for production digital employees.
Agents retain context across sessions and capture repeatable procedures as skills, so routine workflows become replayable.
Coordinate several agents on one job so larger processes can be split, delegated and finished autonomously in the cloud.
Completion, generation, conversational programming, preview debugging and project analysis for Python, Java and JavaScript workflows.
CatPaw — branded 妙手 in Chinese, which translates loosely as "skilled hands" — is described by its operator Meituan as an all-scenario AI Agent platform. It is deliberately two products in one. On one side sits an out-of-the-box AI workbench for everyday tasks: a cloud workspace where you describe what needs doing and agents carry it out, with persistent memory so context survives between sessions and recorded skills so a workflow you perfect can be replayed rather than rebuilt.
On the other side is the enterprise story. CatPaw offers Agent development and hosting so organisations can build, run and manage AI digital employees, coordinate multi-agent collaboration, and push business processes toward AI-driven execution. Because it comes from Meituan, the platform is aimed at teams that need agents running reliably around the clock rather than a single chat window: 24/7 cloud execution, workflow automation, managed agent hosting and multi-agent coordination are all part of the pitch, alongside project analysis and preview debugging for the developer-facing side of the work.
CatPaw also spans the coding and no-code ends of the market. The AI coding side covers code completion, code generation, conversational programming, preview debugging and project analysis across languages such as Python, Java and JavaScript, effectively positioning it as an AI IDE assistant. Meanwhile, the agent and workflow layer lets less technical users assemble no-code AI applications from natural-language instructions. The result is a platform that tries to serve individual developers, no-code builders and enterprise AI programmes from the same foundation.
Use completion, generation and preview debugging to move from describing a change to seeing it run, with project analysis to orient in unfamiliar codebases.
Develop and host agents that handle defined business processes around the clock, with memory and skills that make their output repeatable rather than one-off.
Compose no-code AI applications from natural-language instructions and let the platform handle execution and hosting in the cloud.
Record a workflow once as an agent skill, then let scheduled and multi-agent runs take over the repetitive parts of the process.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Monthly Visits | MoM Growth | Direct traffic share | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | CatPaw (妙手) | 40.42K | -24.8% | 55% direct | Freemium | Current |
| 1 | Cursor | 23.3M | +8.4% | 63% direct | Freemium | vs Cursor |
| 2 | Augment Code | 326.22K | +24.1% | 42% direct | Freemium, Free Trial, Contact for Pricing | vs Augment Code |
| 3 | Google Antigravity | 16.05M | +8.1% | 27% direct | Freemium | vs Google Antigravity |
| 4 | MindStudio | 1.79M | +14.2% | 12% direct | Contact for Pricing | vs MindStudio |
| 5 | Coze | 177.54K | -33.3% | 55% direct | Freemium | vs Coze |
| 6 | Kiro | 3.33M | +4.6% | 54% direct | Freemium | vs Kiro |

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