diff --git a/frontend/src/app/pages/AgentChat/parsing/toolResultParsing.ts b/frontend/src/app/pages/AgentChat/parsing/toolResultParsing.ts
index a49bf603..102c23e7 100644
--- a/frontend/src/app/pages/AgentChat/parsing/toolResultParsing.ts
+++ b/frontend/src/app/pages/AgentChat/parsing/toolResultParsing.ts
@@ -24,7 +24,14 @@ export function getInputSummary(toolName: string, input: any): string {
     if (isSettingsReadTool(toolName)) return '';
 
     const mcp = parseMcpToolName(toolName);
-    if (mcp.isMcp) return getMcpInputSummary(input, mcp.action, mcp.serverSlug);
+    if (mcp.isMcp) {
+      // Web tools (our openswarm-web MCP) get the clean source summary, a bare domain / quoted query,
+      // instead of the generic "url: https://… prompt: …" key-value dump. Reads like Perplexity sources.
+      const act = (mcp.action || '').toLowerCase();
+      if (act === 'websearch') return quoteQuery(input.query || input.search_term || '');
+      if (act === 'webfetch') return prettyUrl(input.url || '');
+      return getMcpInputSummary(input, mcp.action, mcp.serverSlug);
+    }
 
     const n = toolName.toLowerCase();
     if (isBashTool(toolName)) {