
The AI workspace where teams and agents get work done together
#1Lovable records 31,052,090 monthly visits with +3.8% month-over-month growth and Freemium pricing. pumaDB records 0 monthly visits with 0% growth and Freemium pricing.

Shared memory that follows your work across every AI tool
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | lovable.dev | pumadb.ai |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 31.05M (31,052,090) | 0 (0) |
| MoM Traffic Delta | +1.15M (+3.8%) |
| 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (20.6%) | 🌐 Global (—) |
|---|
| Direct Visits / mo | 20.27M | 0 |
|---|
| User Rating | 4.8 | 4.4 |
|---|
| Supported Platforms | Website | Website |
|---|
Describe your idea in chat and Lovable turns it into a working app or website
Describe features in everyday language and the builder creates or edits the UI, logic, and structure of a full-stack web app.
Generate front ends, backend functions, and database-backed features rather than static mockups, so the result can actually run.
Ship your project to a shareable live URL, then point a custom domain at it when you are ready to launch.
Wire the app to external APIs and services, and add AI-powered functionality such as chat, search, or generation directly inside your product.

Shared memory that follows your work across every AI tool
A single hosted MCP endpoint works with Codex, ChatGPT, Claude, OpenClaw and any Streamable HTTP MCP client, so different tools read and write the same memory store.
Write a fact from one assistant and recall it later from a completely different one. Nothing needs to be pasted manually between sessions.
Trusted server-side code uses bearer-key REST calls; authorized agents use OAuth-scoped MCP tools. Both go through the same rows, tables and limits.
MCP clients sign in by email and pumaDB handles OAuth and dynamic client registration, so there is no infrastructure to provision and no API key stored in the client config.

The AI workspace where teams and agents get work done together
#1
SpecialistAn AI-powered desktop code editor offering deeper codebase control, though less instant than one-click web builders.
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#3
Turns natural language descriptions into fully functional web applications with integrated business logic and databases.

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An extremely similar browser-based full-stack AI builder with direct code editing and live previews.
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Free / Open-sourceOpen-source personal AI assistant that runs on your own machine and works from chat apps

Generates fully hosted web applications complete with built-in databases and payment processing from text prompts.
SpecialistAn AI-powered desktop code editor offering deeper codebase control, though less instant than one-click web builders.
SpecialistGoogle's agent-first development platform for building and shipping software with AI agents
Turns natural language descriptions into fully functional web applications with integrated business logic and databases.
A full cloud development environment featuring an integrated AI agent for building, running, and deploying web apps.
Describe an app in chat and ship it
SpecialistFocuses heavily on high-end visual design and marketing sites with AI generation, but less on complex backends.
Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.
An extremely similar browser-based full-stack AI builder with direct code editing and live previews.
Excels at generating gorgeous responsive UI components and full-stack frontends, backed by Vercel deployment.
Free / Open-sourceOpen-source personal AI assistant that runs on your own machine and works from chat apps
Generates fully hosted web applications complete with built-in databases and payment processing from text prompts.