Flownato Mcp

com.flownatov1.0.0更新於 Oct 1, 2026

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

已驗證Streamable HTTP可網頁執行Web Search & ScrapingMedia & DesignKnowledge & Memory

概覽

AI 產生的概覽

讓助理搜尋並比較真實行動應用程式畫面、使用者流程與 UI 模式，並附上可引用的畫面證據。

功能
這是一個遠端、唯讀的 MCP 伺服器，用於行動端 UI/UX 設計研究。它提供十一個工具，包括用於尋找流程與畫面的 search_ui_library 與 search_ui_screens，用於量測或發掘重複模式的 analyze_ui_pattern 與 explore_ui_patterns，用於在兩三個應用程式間比較同一產品環節的 compare_ui_flows，用於涵蓋範圍摘要的 inspect_app_library 與 inspect_library_coverage，用於限定範圍的是/否檢查的 check_ui_presence，用於依發行版本精確後續檢索的 inspect_ui_resources，以及用於回傳已發佈畫面圖片的 get_screen_image。結果會引用其所依據的流程與步驟識別碼，模式計數僅為描述性，不會當成最佳實務呈現。
適用情境
當設計師或開發者想了解真實行動應用程式如何處理某個具體介面環節，而不是憑猜測時適用，例如結帳步驟、手機號碼輸入、引導流程或底部彈層用法。適合圍繞已發佈應用程式畫面與流程的研究與比較問題。
執行需求
遠端 Streamable HTTP 端點 OAuth 2.1 授權碼加 PKCE，透過瀏覽器登入與唯讀授權畫面完成，不需貼上 API 金鑰。需要 Flownato 帳號；免費帳號只能看到標示為免費的流程，以及其他流程的前 3 個畫面。兩種方案預設都有每天 500 次工具呼叫的安全上限。
安裝前請注意
存取權限分級：免費帳號對多數畫面只能得到鎖定結果，get_screen_image 對鎖定畫面會回傳 PREMIUM_REQUIRED。登入會授予對你 Flownato 帳號的唯讀存取，權杖會持續更新，直到你撤銷授權。此伺服器為唯讀，不儲存提示、參數或結果；截圖 URL 經過簽章且有效期很短。伺服器本身並非開源。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Flownato Mcp，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "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

來源：README.md，提交 0a36199

工具

0
工具後設資料尚未被收錄。

版本歷史

1
  1. v1.0.0最新Oct 1, 2026