Flownato Mcp

com.flownatov1.0.0更新于 Oct 1, 2026

Mobile UI/UX design research: real app screens, user flows and UI patterns with cited evidence.

已验证Streamable HTTP可网页运行Web Search & ScrapingMedia & DesignKnowledge & Memory

概览

AI 生成的概览

让助手检索并比较真实移动应用界面、用户流程和 UI 模式，并附上可引用的界面证据。

功能
这是一个远程、只读的 MCP 服务器，用于移动端 UI/UX 设计研究。它提供十一个工具，包括用于查找流程和界面的 search_ui_library 与 search_ui_screens，用于度量或发现重复模式的 analyze_ui_pattern 与 explore_ui_patterns，用于在两三个应用间比较同一产品环节的 compare_ui_flows，用于覆盖情况摘要的 inspect_app_library 与 inspect_library_coverage，用于限定范围的是/否检查的 check_ui_presence，用于按发布版本精确后续检索的 inspect_ui_resources，以及用于返回已发布界面图片的 get_screen_image。结果会引用其所依据的流程和步骤标识，模式计数仅为描述性，不会作为最佳实践呈现。
适用场景
当设计师或开发者想了解真实移动应用如何处理某个具体界面环节，而不是凭猜测时适用，例如结账步骤、手机号输入、引导流程或底部弹层用法。适合围绕已发布应用界面和流程的研究与比较问题。
运行要求
远程 Streamable HTTP 端点 OAuth 2.1 授权码加 PKCE，通过浏览器登录和只读授权页面完成，无需粘贴 API 密钥。需要 Flownato 账户；免费账户只能看到标记为免费的流程，以及其他流程的前 3 个界面。两种套餐默认都有每天 500 次工具调用的安全上限。
安装前请注意
访问权限分级：免费账户对多数界面只能得到锁定结果，get_screen_image 对锁定界面会返回 PREMIUM_REQUIRED。登录会授予对你 Flownato 账户的只读访问，令牌会持续刷新，直到你撤销授权。该服务器为只读，不存储提示、参数或结果；截图 URL 经过签名且有效期很短。服务器本身并非开源。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Flownato Mcp，将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "flownato-mcp": {
      "type": "http",
      "url": "https://agent.flownato.com/mcp"
    }
  }
}

README

Flownato MCP

[MCP Badge]

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.

  • Endpoint: https://agent.flownato.com/mcp (Streamable HTTP)
  • Auth: OAuth 2.1 authorization code with PKCE. Your browser opens Flownato sign-in and a read-only consent screen. No API keys to paste.
  • Access: every signed-in Flownato account can use every tool. Free accounts get the same access as on the website: complete journeys that flownato.com marks free, plus the first 3 screens of every other journey. Premium opens every screen.
  • Website: https://www.flownato.com/mcp

What it does

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:

  • "How do grocery apps handle the delivery slot step in checkout?"
  • "Show me phone-number entry screens across booking apps."
  • "Compare the onboarding journey in Cricbuzz and FanCode."
  • "Which apps use a bottom sheet for store selection?"

Tools

ToolPurpose
whoamiReports the authenticated membership, what that tier can see, and the client.
search_ui_libraryFinds concrete journey examples for a research question.
search_ui_screensScreen-level search with exact interface text matching.
analyze_ui_patternMeasures one screen pattern, UI element, flow pattern or flow action across an optional app or category scope.
explore_ui_patternsDiscovers recurring patterns when you do not yet know which one to analyze.
compare_ui_flowsCompares the same product moment across two or three named apps.
inspect_app_librarySummarizes one app's published coverage, patterns, elements and journeys.
check_ui_presenceScoped yes/no presence checks with evidence.
inspect_library_coveragePaginated inventory of what is published.
inspect_ui_resourcesExact release-bound follow-up retrieval for returned resourceRef objects.
get_screen_imageReturns 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.

Connect

Claude Code plugin

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:

text
/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.

MCP server only

In clients that accept a remote mcpServers configuration, use:

json
{  "mcpServers": {    "flownato": {      "type": "http",      "url": "https://agent.flownato.com/mcp"    }  }}

Claude Code:

bash
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:

  • Protected resource metadata: https://agent.flownato.com/.well-known/oauth-protected-resource/mcp
  • Authorization server metadata: https://api.flownato.com/.well-known/oauth-authorization-server

Access and limits

PlanWhat the MCP returns
Not signed inThe endpoint answers 401 with OAuth discovery metadata, so your client opens Flownato sign-in. Creating an account is free.
Free accountAll eleven tools. Journeys marked free on flownato.com (up to three per app) return every screen. Other journeys return their first 3 screens; the rest come back with locked: true, no asset ID and no image URL. Every result carries an access block with the locked counts and an upgrade link, and get_screen_image answers PREMIUM_REQUIRED for a locked screen.
PremiumAll eleven tools with the complete library.

Both tiers are metered at a default safety limit of 500 tool calls per UTC day.

Prompts, arguments and results are not stored. Screenshot URLs are signed and short lived, and the image endpoint rechecks membership when the image is fetched.

Privacy and scope

The server reads only the published product catalog: reviewed, immutable releases with privacy redaction applied. It has no access to raw crawl data, model output or other users' accounts. It answers UI and product-design research questions and declines unrelated requests.

Source

This repository documents the hosted service and holds its plugin manifests and skill. The server itself is part of Flownato's private product codebase (Python, FastAPI) and is not open source.

Marketplace metadata

lhm.plugin.json declares the existing LobeHub listing's category, remote endpoint, and all eleven MCP tool schemas. Its category is developer (displayed as Developer Skills on LobeHub), reflecting its use for UI/UX design and product development.

The endpoint requires OAuth before protocol initialization and tool discovery. An unauthenticated request returning 401 is expected; use the protected-resource metadata above to start sign-in. Directory crawlers cannot discover the tool list from an unauthenticated connection alone.

The server currently exposes tools, with no MCP prompt templates or MCP resources. Returned resourceRef objects are arguments to inspect_ui_resources; they are not entries in the MCP resources/list capability. Keep marketplace declarations consistent with the server's actual capabilities.

The public badge above supports LobeHub's README claim-status check. Prefer this public verification route when available. Updating this public listing does not justify granting a directory read/write access to private GitHub repositories.

Already verified maintainers can update the existing listing with the official @lobehub/market-cli (Node.js 22 or newer):

bash
# Sign in to LobeHub, then check existing GitHub verification:npx -y @lobehub/market-cli loginnpx -y @lobehub/market-cli github status
# Requires ownership verification; run after reviewing lhm.plugin.json:npx -y @lobehub/market-cli plugin update --dir "$PWD"

Review requested permissions before connecting any GitHub account. If a claim or update requires broad repo or workflow access, leave that connection disabled and request a narrower verification method from LobeHub.

When tool signatures change, refresh tools from the authenticated server's tools/list response before publishing. Keep prompts and resources empty unless the server implements them. The listing version remains 1.0.0 for this metadata correction; it does not represent a new server release. Verify the public listing after each update.

Links

来源：README.md，提交 0a36199

工具

0
工具元数据尚未被收录。

版本历史

1
  1. v1.0.0最新Oct 1, 2026