Mobile UI/UX design research: real app screens, user flows and UI patterns with cited evidence.
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com.flownato/flownato-mcp is an MCP server that mobile UI/UX design research: real app screens, user flows and UI patterns with cited evidence. Its tool list has not been published yet over http, requires no API key, and scores 86/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"flownato": {
"url": "https://agent.flownato.com/mcp",
"type": "http"
}
}
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Mobile UI/UX design research: real app screens, user flows and UI patterns with cited evidence.
This server supports HTTP transport. Be the first to test it - help the community know if it works.
Five weighted categories - click any category to see the underlying evidence.
No known CVEs.
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A remote, read-only Model Context Protocol server for mobile UI/UX design research. Built for product designers and developers, it gives MCP-compatible assistants (Claude, Cursor, Codex, Windsurf and others) access to Flownato's library of real mobile app screens, user flows and UI patterns, with every answer tied to published screen evidence.
https://agent.flownato.com/mcp (Streamable HTTP)Flownato records real mobile apps such as Swiggy, Zepto, BookMyShow, redBus and Nykaa, then publishes reviewed screens, complete journeys and a UI pattern taxonomy. The MCP server lets an assistant search and compare that evidence instead of guessing what an interface looks like.
Typical questions it can answer with citations:
| Tool | Purpose |
|---|---|
whoami | Reports the authenticated membership, what that tier can see, and the client. |
search_ui_library | Finds concrete journey examples for a research question. |
search_ui_screens | Screen-level search with exact interface text matching. |
analyze_ui_pattern | Measures one screen pattern, UI element, flow pattern or flow action across an optional app or category scope. |
explore_ui_patterns | Discovers recurring patterns when you do not yet know which one to analyze. |
compare_ui_flows | Compares the same product moment across two or three named apps. |
inspect_app_library | Summarizes one app's published coverage, patterns, elements and journeys. |
check_ui_presence | Scoped yes/no presence checks with evidence. |
inspect_library_coverage | Paginated inventory of what is published. |
inspect_ui_resources | Exact release-bound follow-up retrieval for returned resourceRef objects. |
get_screen_image | Returns a published screen image inline after another tool supplies its asset ID. |
All tools are read-only. Results cite the exact journey and step identifiers they were built from, and pattern counts are descriptive, never presented as best practice.
The plugin installs the MCP server together with the flownato-ui-research skill, which tells the assistant when
to look up real app flows and how to cite them:
/plugin marketplace add flownato/flownato-mcp
/plugin install flownato@flownato
The same repository carries plugin manifests for Cursor (.cursor-plugin/) and Codex (.codex-plugin/). The skill
lives in skills/flownato-ui-research/SKILL.md.
In clients that accept a remote mcpServers configuration, use:
{
"mcpServers": {
"flownato": {
"type": "http",
"url": "https://agent.flownato.com/mcp"
}
}
}
Claude Code:
claude mcp add --transport http flownato https://agent.flownato.com/mcp
On first use the client opens https://api.flownato.com/oauth/authorize in your browser. Sign in with your Flownato account and approve read-only access. Tokens are short lived and refresh silently until you revoke the grant.
Discovery documents: