Add MCP source data panel above SWOT results

- Display raw data from all 6 MCP servers in horizontal rows
- Show financials, valuation, volatility, macro metrics inline
- News: clickable article links with external link icons
- Sentiment: analyst ratings, target price, social sentiment
- Backend: include raw_data in workflow result response
- Frontend: new MCPDataPanel component with typed interfaces

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

frontend/src/App.tsx

@@ -46,6 +46,7 @@ import { ProcessFlow } from "@/components/ProcessFlow"
 import { ActivityLog } from "@/components/ActivityLog"
 import { StockSearch } from "@/components/StockSearch"
 import { MetricsPanel } from "@/components/MetricsPanel"
+import { MCPDataPanel } from "@/components/MCPDataPanel"
 
 const queryClient = new QueryClient()
 
@@ -604,6 +605,11 @@ Generated by Instant SWOT Agent`
                     </Button>
                   </div>
 
+                  {/* MCP Source Data */}
+                  {analysisResult.raw_data && Object.keys(analysisResult.raw_data).length > 0 && (
+                    <MCPDataPanel rawData={analysisResult.raw_data} />
+                  )}
+
                   {/* SWOT Cards */}
                   <div className="grid gap-4 md:grid-cols-2">
                     {/* Strengths Card */}

frontend/src/components/MCPDataPanel.tsx

@@ -0,0 +1,220 @@
+import React from "react"
+import type { MCPRawData } from "@/lib/types"
+import {
+  DollarSign,
+  TrendingUp,
+  Activity,
+  Globe,
+  Newspaper,
+  MessageSquare,
+  ExternalLink
+} from "lucide-react"
+
+interface MCPDataPanelProps {
+  rawData: MCPRawData
+}
+
+// Format numbers for display
+function formatValue(value: unknown, type: 'currency' | 'percent' | 'ratio' | 'number' = 'number'): string {
+  if (value === null || value === undefined) return '—'
+
+  const num = typeof value === 'number' ? value : parseFloat(String(value))
+  if (isNaN(num)) return String(value)
+
+  switch (type) {
+    case 'currency':
+      if (Math.abs(num) >= 1e12) return `$${(num / 1e12).toFixed(1)}T`
+      if (Math.abs(num) >= 1e9) return `$${(num / 1e9).toFixed(1)}B`
+      if (Math.abs(num) >= 1e6) return `$${(num / 1e6).toFixed(1)}M`
+      return `$${num.toLocaleString()}`
+    case 'percent':
+      return `${(num * 100).toFixed(1)}%`
+    case 'ratio':
+      return num.toFixed(2)
+    default:
+      return num.toFixed(2)
+  }
+}
+
+// MCP row component
+interface MCPRowProps {
+  icon: React.ReactNode
+  label: string
+  children: React.ReactNode
+  available: boolean
+}
+
+function MCPRow({ icon, label, children, available }: MCPRowProps) {
+  return (
+    <div className={`flex items-center gap-2 py-1.5 px-3 border-b border-border last:border-b-0 ${!available ? 'opacity-50' : ''}`}>
+      <div className="flex items-center gap-2 w-24 shrink-0">
+        {icon}
+        <span className="text-xs font-medium text-muted-foreground">{label}</span>
+      </div>
+      <div className="flex-1 flex items-center gap-3 overflow-x-auto text-xs">
+        {available ? children : <span className="text-muted-foreground italic">Unavailable</span>}
+      </div>
+    </div>
+  )
+}
+
+// Data item component
+interface DataItemProps {
+  label: string
+  value: string
+}
+
+function DataItem({ label, value }: DataItemProps) {
+  return (
+    <span className="whitespace-nowrap">
+      <span className="text-muted-foreground">{label}:</span>{' '}
+      <span className="text-foreground font-medium">{value}</span>
+    </span>
+  )
+}
+
+// Link item component for news/sentiment
+interface LinkItemProps {
+  title: string
+  url: string
+}
+
+function LinkItem({ title, url }: LinkItemProps) {
+  return (
+    <a
+      href={url}
+      target="_blank"
+      rel="noopener noreferrer"
+      className="inline-flex items-center gap-1 text-blue-400 hover:text-blue-300 hover:underline whitespace-nowrap max-w-[200px] truncate"
+      title={title}
+    >
+      <span className="truncate">{title}</span>
+      <ExternalLink className="h-3 w-3 shrink-0" />
+    </a>
+  )
+}
+
+export function MCPDataPanel({ rawData }: MCPDataPanelProps) {
+  const sourcesAvailable = new Set(rawData.sources_available || [])
+
+  const { financials, valuation, volatility, macro, news, sentiment } = rawData
+
+  return (
+    <div className="bg-card rounded-lg border border-border overflow-hidden">
+      <div className="px-3 py-2 bg-muted/50 border-b border-border">
+        <h3 className="text-sm font-medium text-foreground">Source Data</h3>
+      </div>
+
+      <div className="divide-y divide-border">
+        {/* Financials */}
+        <MCPRow
+          icon={<DollarSign className="h-4 w-4 text-emerald-500" />}
+          label="Financials"
+          available={sourcesAvailable.has('financials')}
+        >
+          {financials && (
+            <>
+              {financials.revenue !== undefined && <DataItem label="Revenue" value={formatValue(financials.revenue, 'currency')} />}
+              {financials.gross_margin !== undefined && <DataItem label="Gross Margin" value={formatValue(financials.gross_margin, 'percent')} />}
+              {financials.operating_margin !== undefined && <DataItem label="Op Margin" value={formatValue(financials.operating_margin, 'percent')} />}
+              {financials.net_margin !== undefined && <DataItem label="Net Margin" value={formatValue(financials.net_margin, 'percent')} />}
+              {financials.debt_to_equity !== undefined && <DataItem label="D/E" value={formatValue(financials.debt_to_equity, 'ratio')} />}
+              {financials.current_ratio !== undefined && <DataItem label="Current" value={formatValue(financials.current_ratio, 'ratio')} />}
+            </>
+          )}
+        </MCPRow>
+
+        {/* Valuation */}
+        <MCPRow
+          icon={<TrendingUp className="h-4 w-4 text-blue-500" />}
+          label="Valuation"
+          available={sourcesAvailable.has('valuation')}
+        >
+          {valuation && (
+            <>
+              {valuation.market_cap !== undefined && <DataItem label="Mkt Cap" value={formatValue(valuation.market_cap, 'currency')} />}
+              {valuation.pe_ratio !== undefined && <DataItem label="P/E" value={formatValue(valuation.pe_ratio, 'ratio')} />}
+              {valuation.ps_ratio !== undefined && <DataItem label="P/S" value={formatValue(valuation.ps_ratio, 'ratio')} />}
+              {valuation.pb_ratio !== undefined && <DataItem label="P/B" value={formatValue(valuation.pb_ratio, 'ratio')} />}
+              {valuation.ev_ebitda !== undefined && <DataItem label="EV/EBITDA" value={formatValue(valuation.ev_ebitda, 'ratio')} />}
+              {valuation.peg_ratio !== undefined && <DataItem label="PEG" value={formatValue(valuation.peg_ratio, 'ratio')} />}
+            </>
+          )}
+        </MCPRow>
+
+        {/* Volatility */}
+        <MCPRow
+          icon={<Activity className="h-4 w-4 text-yellow-500" />}
+          label="Volatility"
+          available={sourcesAvailable.has('volatility')}
+        >
+          {volatility && (
+            <>
+              {volatility.beta !== undefined && <DataItem label="Beta" value={formatValue(volatility.beta, 'ratio')} />}
+              {volatility.vix !== undefined && <DataItem label="VIX" value={formatValue(volatility.vix, 'ratio')} />}
+              {volatility.historical_volatility !== undefined && <DataItem label="Hist Vol" value={formatValue(volatility.historical_volatility, 'percent')} />}
+              {volatility.implied_volatility !== undefined && <DataItem label="Impl Vol" value={formatValue(volatility.implied_volatility, 'percent')} />}
+            </>
+          )}
+        </MCPRow>
+
+        {/* Macro */}
+        <MCPRow
+          icon={<Globe className="h-4 w-4 text-purple-500" />}
+          label="Macro"
+          available={sourcesAvailable.has('macro')}
+        >
+          {macro && (
+            <>
+              {macro.gdp_growth !== undefined && <DataItem label="GDP" value={formatValue(macro.gdp_growth, 'percent')} />}
+              {macro.interest_rate !== undefined && <DataItem label="Fed Rate" value={formatValue(macro.interest_rate, 'percent')} />}
+              {macro.inflation_rate !== undefined && <DataItem label="CPI" value={formatValue(macro.inflation_rate, 'percent')} />}
+              {macro.unemployment_rate !== undefined && <DataItem label="Unemp" value={formatValue(macro.unemployment_rate, 'percent')} />}
+            </>
+          )}
+        </MCPRow>
+
+        {/* News */}
+        <MCPRow
+          icon={<Newspaper className="h-4 w-4 text-orange-500" />}
+          label="News"
+          available={sourcesAvailable.has('news')}
+        >
+          {news && news.length > 0 && (
+            <>
+              {news.slice(0, 4).map((article, i) => (
+                <LinkItem
+                  key={i}
+                  title={article.title}
+                  url={article.url}
+                />
+              ))}
+              {news.length > 4 && (
+                <span className="text-muted-foreground">+{news.length - 4} more</span>
+              )}
+            </>
+          )}
+        </MCPRow>
+
+        {/* Sentiment */}
+        <MCPRow
+          icon={<MessageSquare className="h-4 w-4 text-pink-500" />}
+          label="Sentiment"
+          available={sourcesAvailable.has('sentiment')}
+        >
+          {sentiment && (
+            <>
+              {sentiment.analyst_rating && <DataItem label="Rating" value={String(sentiment.analyst_rating)} />}
+              {sentiment.analyst_target_price !== undefined && <DataItem label="Target" value={formatValue(sentiment.analyst_target_price, 'currency')} />}
+              {sentiment.social_sentiment !== undefined && <DataItem label="Social" value={formatValue(sentiment.social_sentiment, 'percent')} />}
+              {sentiment.news_sentiment !== undefined && <DataItem label="News Sent" value={formatValue(sentiment.news_sentiment, 'percent')} />}
+              {sentiment.insider_sentiment && <DataItem label="Insider" value={String(sentiment.insider_sentiment)} />}
+            </>
+          )}
+        </MCPRow>
+      </div>
+    </div>
+  )
+}
+
+export default MCPDataPanel

frontend/src/lib/types.ts

@@ -2,6 +2,80 @@ export interface AnalysisRequest {
   company_name: string
 }
 
+// News article from MCP
+export interface NewsArticle {
+  title: string
+  url: string
+  snippet?: string
+  source?: string
+  published_date?: string
+}
+
+// Sentiment data from MCP
+export interface SentimentData {
+  analyst_rating?: string
+  analyst_target_price?: number
+  recommendation_trend?: Record<string, number>
+  social_sentiment?: number
+  news_sentiment?: number
+  insider_sentiment?: string
+  [key: string]: unknown
+}
+
+// Raw data from all MCP servers
+export interface MCPRawData {
+  sources_available?: string[]
+  sources_failed?: string[]
+  // Financials MCP
+  financials?: {
+    revenue?: number
+    gross_margin?: number
+    operating_margin?: number
+    net_margin?: number
+    debt_to_equity?: number
+    current_ratio?: number
+    cash_flow?: number
+    [key: string]: unknown
+  }
+  // Valuation MCP
+  valuation?: {
+    pe_ratio?: number
+    ps_ratio?: number
+    pb_ratio?: number
+    ev_ebitda?: number
+    peg_ratio?: number
+    market_cap?: number
+    [key: string]: unknown
+  }
+  // Volatility MCP
+  volatility?: {
+    beta?: number
+    vix?: number
+    historical_volatility?: number
+    implied_volatility?: number
+    [key: string]: unknown
+  }
+  // Macro MCP
+  macro?: {
+    gdp_growth?: number
+    interest_rate?: number
+    inflation_rate?: number
+    unemployment_rate?: number
+    [key: string]: unknown
+  }
+  // News MCP
+  news?: NewsArticle[]
+  // Sentiment MCP
+  sentiment?: SentimentData
+  // Aggregated SWOT from MCPs
+  aggregated_swot?: {
+    strengths?: string[]
+    weaknesses?: string[]
+    opportunities?: string[]
+    threats?: string[]
+  }
+}
+
 export interface AnalysisResponse {
   company_name: string
   score: number
@@ -14,4 +88,5 @@ export interface AnalysisResponse {
     opportunities: string[]
     threats: string[]
   }
+  raw_data?: MCPRawData
 }

src/services/workflow_store.py

@@ -88,6 +88,7 @@ def run_workflow_background(workflow_id: str, company_name: str, ticker: str, st
                     "raw_report": cached.get("raw_report", ""),
                     "data_source": "cache",
                     "provider_used": cached.get("provider_used", "cached"),
+                    "raw_data": cached.get("raw_data", {}),
                     "_cache_info": cached.get("_cache_info", {})
                 }
             })
@@ -196,6 +197,17 @@ def run_workflow_background(workflow_id: str, company_name: str, ticker: str, st
             })
             return
 
+        # Parse raw_data for MCP display
+        raw_data_parsed = {}
+        try:
+            raw_data_str = result.get("raw_data", "{}")
+            if isinstance(raw_data_str, str):
+                raw_data_parsed = json.loads(raw_data_str)
+            else:
+                raw_data_parsed = raw_data_str or {}
+        except Exception as e:
+            logger.warning(f"Could not parse raw_data: {e}")
+
         # Build final result
         final_result = {
             "company_name": company_name,
@@ -206,7 +218,8 @@ def run_workflow_background(workflow_id: str, company_name: str, ticker: str, st
             "swot_data": swot_data,
             "raw_report": result.get("draft_report", ""),
             "data_source": result.get("data_source", "unknown"),
-            "provider_used": result.get("provider_used", "unknown")
+            "provider_used": result.get("provider_used", "unknown"),
+            "raw_data": raw_data_parsed
         }
 
         # Cache the final result

static/assets/index-BjoTJiPq.css

@@ -0,0 +1 @@
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768px){.md\:absolute{position:absolute}.md\:block{display:block}.md\:flex{display:flex}.md\:w-\[var\(--radix-navigation-menu-viewport-width\)\]{width:var(--radix-navigation-menu-viewport-width)}.md\:w-auto{width:auto}.md\:max-w-\[420px\]{max-width:420px}.md\:grid-cols-2{grid-template-columns:repeat(2,minmax(0,1fr))}.md\:text-sm{font-size:.875rem;line-height:1.25rem}.md\:opacity-0{opacity:0}.after\:md\:hidden:after{content:var(--tw-content);display:none}.peer[data-variant=inset]~.md\:peer-data-\[variant\=inset\]\:m-2{margin:.5rem}.peer[data-state=collapsed][data-variant=inset]~.md\:peer-data-\[state\=collapsed\]\:peer-data-\[variant\=inset\]\:ml-2{margin-left:.5rem}.peer[data-variant=inset]~.md\:peer-data-\[variant\=inset\]\:ml-0{margin-left:0}.peer[data-variant=inset]~.md\:peer-data-\[variant\=inset\]\:rounded-xl{border-radius:.75rem}.peer[data-variant=inset]~.md\:peer-data-\[variant\=inset\]\:shadow{--tw-shadow: 0 1px 3px 0 rgb(0 0 0 / .1), 0 1px 2px -1px rgb(0 0 0 / .1);--tw-shadow-colored: 0 1px 3px 0 var(--tw-shadow-color), 0 1px 2px -1px var(--tw-shadow-color);box-shadow:var(--tw-ring-offset-shadow, 0 0 #0000),var(--tw-ring-shadow, 0 0 #0000),var(--tw-shadow)}}@media print{.print\:hidden{display:none}}.\[\&\:has\(\[aria-selected\]\)\]\:bg-accent:has([aria-selected]){background-color:hsl(var(--accent))}.first\:\[\&\:has\(\[aria-selected\]\)\]\:rounded-l-md:has([aria-selected]):first-child{border-top-left-radius:calc(var(--radius) - 2px);border-bottom-left-radius:calc(var(--radius) - 2px)}.last\:\[\&\:has\(\[aria-selected\]\)\]\:rounded-r-md:has([aria-selected]):last-child{border-top-right-radius:calc(var(--radius) - 2px);border-bottom-right-radius:calc(var(--radius) - 2px)}.\[\&\:has\(\[aria-selected\]\.day-outside\)\]\:bg-accent\/50:has([aria-selected].day-outside){background-color:hsl(var(--accent) / .5)}.\[\&\:has\(\[aria-selected\]\.day-range-end\)\]\:rounded-r-md:has([aria-selected].day-range-end){border-top-right-radius:calc(var(--radius) - 2px);border-bottom-right-radius:calc(var(--radius) - 2px)}.\[\&\:has\(\[role\=checkbox\]\)\]\:pr-0:has([role=checkbox]){padding-right:0}.\[\&\>button\]\:hidden>button{display:none}.\[\&\>span\:last-child\]\:truncate>span:last-child{overflow:hidden;text-overflow:ellipsis;white-space:nowrap}.\[\&\>span\]\:line-clamp-1>span{overflow:hidden;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:1}.\[\&\>svg\+div\]\:translate-y-\[-3px\]>svg+div{--tw-translate-y: -3px;transform:translate(var(--tw-translate-x),var(--tw-translate-y)) rotate(var(--tw-rotate)) skew(var(--tw-skew-x)) skewY(var(--tw-skew-y)) scaleX(var(--tw-scale-x)) scaleY(var(--tw-scale-y))}.\[\&\>svg\]\:absolute>svg{position:absolute}.\[\&\>svg\]\:left-4>svg{left:1rem}.\[\&\>svg\]\:top-4>svg{top:1rem}.\[\&\>svg\]\:size-3\.5>svg{width:.875rem;height:.875rem}.\[\&\>svg\]\:size-4>svg{width:1rem;height:1rem}.\[\&\>svg\]\:h-2\.5>svg{height:.625rem}.\[\&\>svg\]\:h-3>svg{height:.75rem}.\[\&\>svg\]\:w-2\.5>svg{width:.625rem}.\[\&\>svg\]\:w-3>svg{width:.75rem}.\[\&\>svg\]\:shrink-0>svg{flex-shrink:0}.\[\&\>svg\]\:text-destructive>svg{color:hsl(var(--destructive))}.\[\&\>svg\]\:text-foreground>svg{color:hsl(var(--foreground))}.\[\&\>svg\]\:text-muted-foreground>svg{color:hsl(var(--muted-foreground))}.\[\&\>svg\~\*\]\:pl-7>svg~*{padding-left:1.75rem}.\[\&\>tr\]\:last\:border-b-0:last-child>tr{border-bottom-width:0px}.\[\&\[data-panel-group-direction\=vertical\]\>div\]\:rotate-90[data-panel-group-direction=vertical]>div{--tw-rotate: 90deg;transform:translate(var(--tw-translate-x),var(--tw-translate-y)) rotate(var(--tw-rotate)) skew(var(--tw-skew-x)) 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transparent;outline-offset:2px}.\[\&_\.recharts-polar-grid_\[stroke\=\'\#ccc\'\]\]\:stroke-border .recharts-polar-grid [stroke="#ccc"]{stroke:hsl(var(--border))}.\[\&_\.recharts-radial-bar-background-sector\]\:fill-muted .recharts-radial-bar-background-sector,.\[\&_\.recharts-rectangle\.recharts-tooltip-cursor\]\:fill-muted .recharts-rectangle.recharts-tooltip-cursor{fill:hsl(var(--muted))}.\[\&_\.recharts-reference-line_\[stroke\=\'\#ccc\'\]\]\:stroke-border .recharts-reference-line [stroke="#ccc"]{stroke:hsl(var(--border))}.\[\&_\.recharts-sector\[stroke\=\'\#fff\'\]\]\:stroke-transparent .recharts-sector[stroke="#fff"]{stroke:transparent}.\[\&_\.recharts-sector\]\:outline-none .recharts-sector,.\[\&_\.recharts-surface\]\:outline-none .recharts-surface{outline:2px solid transparent;outline-offset:2px}.\[\&_\[cmdk-group-heading\]\]\:px-2 [cmdk-group-heading]{padding-left:.5rem;padding-right:.5rem}.\[\&_\[cmdk-group-heading\]\]\:py-1\.5 [cmdk-group-heading]{padding-top:.375rem;padding-bottom:.375rem}.\[\&_\[cmdk-group-heading\]\]\:text-xs [cmdk-group-heading]{font-size:.75rem;line-height:1rem}.\[\&_\[cmdk-group-heading\]\]\:font-medium [cmdk-group-heading]{font-weight:500}.\[\&_\[cmdk-group-heading\]\]\:text-muted-foreground [cmdk-group-heading]{color:hsl(var(--muted-foreground))}.\[\&_\[cmdk-group\]\:not\(\[hidden\]\)_\~\[cmdk-group\]\]\:pt-0 [cmdk-group]:not([hidden])~[cmdk-group]{padding-top:0}.\[\&_\[cmdk-group\]\]\:px-2 [cmdk-group]{padding-left:.5rem;padding-right:.5rem}.\[\&_\[cmdk-input-wrapper\]_svg\]\:h-5 [cmdk-input-wrapper] svg{height:1.25rem}.\[\&_\[cmdk-input-wrapper\]_svg\]\:w-5 [cmdk-input-wrapper] svg{width:1.25rem}.\[\&_\[cmdk-input\]\]\:h-12 [cmdk-input]{height:3rem}.\[\&_\[cmdk-item\]\]\:px-2 [cmdk-item]{padding-left:.5rem;padding-right:.5rem}.\[\&_\[cmdk-item\]\]\:py-3 [cmdk-item]{padding-top:.75rem;padding-bottom:.75rem}.\[\&_\[cmdk-item\]_svg\]\:h-5 [cmdk-item] svg{height:1.25rem}.\[\&_\[cmdk-item\]_svg\]\:w-5 [cmdk-item] svg{width:1.25rem}.\[\&_p\]\:leading-relaxed p{line-height:1.625}.\[\&_svg\]\:pointer-events-none svg{pointer-events:none}.\[\&_svg\]\:size-4 svg{width:1rem;height:1rem}.\[\&_svg\]\:shrink-0 svg{flex-shrink:0}.\[\&_tr\:last-child\]\:border-0 tr:last-child{border-width:0px}.\[\&_tr\]\:border-b tr{border-bottom-width:1px}[data-side=left][data-collapsible=offcanvas] .\[\[data-side\=left\]\[data-collapsible\=offcanvas\]_\&\]\:-right-2{right:-.5rem}[data-side=left][data-state=collapsed] .\[\[data-side\=left\]\[data-state\=collapsed\]_\&\]\:cursor-e-resize{cursor:e-resize}[data-side=left] .\[\[data-side\=left\]_\&\]\:cursor-w-resize{cursor:w-resize}[data-side=right][data-collapsible=offcanvas] .\[\[data-side\=right\]\[data-collapsible\=offcanvas\]_\&\]\:-left-2{left:-.5rem}[data-side=right][data-state=collapsed] .\[\[data-side\=right\]\[data-state\=collapsed\]_\&\]\:cursor-w-resize{cursor:w-resize}[data-side=right] 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static/index.html

@@ -5,8 +5,8 @@
     <link rel="icon" type="image/svg+xml" href="/vite.svg" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <title>frontend</title>
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