diff --git a/go.work.sum b/go.work.sum
index e35addc..4a1da75 100644
--- a/go.work.sum
+++ b/go.work.sum
@@ -14,6 +14,7 @@ github.com/couchbase/ghistogram v0.1.0/go.mod h1:s1Jhy76zqfEecpNWJfWUiKZookAFaiG
 github.com/couchbase/moss v0.2.0 h1:VCYrMzFwEryyhRSeI+/b3tRBSeTpi/8gn5Kf6dxqn+o=
 github.com/couchbase/moss v0.2.0/go.mod h1:9MaHIaRuy9pvLPUJxB8sh8OrLfyDczECVL37grCIubs=
 github.com/creack/pty v1.1.9 h1:uDmaGzcdjhF4i/plgjmEsriH11Y0o7RKapEf/LDaM3w=
+github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg=
 github.com/golang/protobuf v1.5.3/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY=
 github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
 github.com/google/gofuzz v1.0.0 h1:A8PeW59pxE9IoFRqBp37U+mSNaQoZ46F1f0f863XSXw=
diff --git a/sundynix-desktop/frontend/src/lib/api.ts b/sundynix-desktop/frontend/src/lib/api.ts
index bedb176..d739c03 100644
--- a/sundynix-desktop/frontend/src/lib/api.ts
+++ b/sundynix-desktop/frontend/src/lib/api.ts
@@ -302,11 +302,16 @@ export async function generateReport(id: Identity, topic: string, kb?: string):
   return data.task_id;
 }
 
-// reportDownloadUrl: 渲染好的 Word(.docx) 下载地址。
+// reportDownloadUrl: 渲染好的 Word(.docx) 下载地址（兼容旧入口）。
 export function reportDownloadUrl(taskId: string): string {
   return `${GATEWAY}/api/v1/reports/${taskId}/download`;
 }
 
+// reportExportUrl: 按需导出报告地址（format=docx|md；后端现渲染）。PDF 由前端打印预览生成。
+export function reportExportUrl(taskId: string, format: "docx" | "md"): string {
+  return `${GATEWAY}/api/v1/reports/${taskId}/export?format=${format}`;
+}
+
 // setMemory: PUT /api/v1/memory，登记一条用户偏好（→ mcp-go memory_upsert）。
 export async function setMemory(
   id: Identity,
diff --git a/sundynix-desktop/frontend/src/lib/desktop.ts b/sundynix-desktop/frontend/src/lib/desktop.ts
index 59b3e53..9313711 100644
--- a/sundynix-desktop/frontend/src/lib/desktop.ts
+++ b/sundynix-desktop/frontend/src/lib/desktop.ts
@@ -47,6 +47,30 @@ export function notify(title: string, body: string): void {
   app()?.Notify(title, body);
 }
 
+// printReportHtml：把已渲染的报告 HTML 在打印视图里出 PDF（浏览器/Webview 的"打印→存为 PDF"）。
+// 走前端打印是为了让中文(CJK)零字体依赖即可正确排版——后端 PDF 需内嵌 CJK 字体，较重。
+export function printReportHtml(title: string, bodyHtml: string): boolean {
+  const w = window.open("", "_blank", "width=840,height=1024");
+  if (!w) return false; // 被弹窗拦截
+  w.document.write(
+    `<!doctype html><html><head><meta charset="utf-8"><title>${title}</title>` +
+      `<style>` +
+      `*{box-sizing:border-box}` +
+      `body{font-family:-apple-system,system-ui,'PingFang SC','Microsoft YaHei',sans-serif;line-height:1.75;color:#111;max-width:760px;margin:36px auto;padding:0 28px}` +
+      `h1{font-size:24px;margin:0 0 16px}h2{font-size:18px;margin:24px 0 8px}h3{font-size:15px}` +
+      `p{margin:8px 0}ul,ol{margin:8px 0;padding-left:22px}` +
+      `code,pre{font-family:ui-monospace,SFMono-Regular,Menlo,monospace;background:#f4f4f5;border-radius:4px}` +
+      `pre{padding:12px;overflow:auto}code{padding:1px 4px}` +
+      `blockquote{margin:8px 0;padding-left:12px;border-left:3px solid #ddd;color:#555}` +
+      `@media print{body{margin:0}}` +
+      `</style></head><body>${bodyHtml}` +
+      `<script>window.onload=function(){window.focus();window.print();};<\/script>` +
+      `</body></html>`,
+  );
+  w.document.close();
+  return true;
+}
+
 function triggerDownload(url: string, filename: string) {
   const el = document.createElement("a");
   el.href = url;
diff --git a/sundynix-desktop/frontend/src/views/ReportView.tsx b/sundynix-desktop/frontend/src/views/ReportView.tsx
index 7e09ec4..982b012 100644
--- a/sundynix-desktop/frontend/src/views/ReportView.tsx
+++ b/sundynix-desktop/frontend/src/views/ReportView.tsx
@@ -1,15 +1,15 @@
 import { useRef, useState } from "react";
-import { Play, Download, FileText, ExternalLink } from "lucide-react";
-import { generateReport, streamTokens, streamExec, reportDownloadUrl, type Identity, type ExecEvent } from "../lib/api";
-import { isDesktop, saveReportAs, openReport, notify } from "../lib/desktop";
+import { Play, FileText, FileType2, Printer, FileCode } from "lucide-react";
+import { generateReport, streamTokens, streamExec, reportExportUrl, type Identity, type ExecEvent } from "../lib/api";
+import { saveReportAs, printReportHtml, notify } from "../lib/desktop";
 import { ExecTrace } from "../components/ExecTrace";
 import { Markdown } from "../components/Markdown";
 import { Button, Input, Field, Panel, Dot, EmptyState, useToast } from "../ui";
 
-// 安全文件名：去掉路径不安全字符，限长。
-function reportFilename(topic: string, id: string): string {
+// 安全文件名：去掉路径不安全字符，限长 + 指定后缀。
+function reportFilename(topic: string, id: string, ext: string): string {
   const base = topic.replace(/[\\/:*?"<>|]/g, "").trim().slice(0, 40) || id;
-  return `${base}.docx`;
+  return `${base}.${ext}`;
 }
 
 type Phase = "idle" | "running" | "done" | "error";
@@ -26,9 +26,32 @@ export function ReportView({ identity }: { identity: Identity }) {
   const [taskId, setTaskId] = useState("");
   const closeRef = useRef<(() => void) | null>(null);
   const execCloseRef = useRef<(() => void) | null>(null);
+  const previewRef = useRef<HTMLDivElement>(null);
 
   const running = phase === "running";
 
+  // 导出 Word / Markdown：后端按需现渲染（导出时再处理），经原生"另存为"或浏览器下载。
+  const exportFile = async (format: "docx" | "md") => {
+    try {
+      const p = await saveReportAs(reportExportUrl(taskId, format), reportFilename(topic, taskId, format));
+      if (p) toast.push("success", "已保存到 " + p);
+    } catch (e) {
+      toast.push("error", (e as Error).message);
+    }
+  };
+
+  // 导出 PDF：把预览到的 Markdown(已渲染 HTML)送进打印视图出 PDF（CJK 零字体依赖）。
+  const exportPdf = () => {
+    const html = previewRef.current?.innerHTML;
+    if (!html) {
+      toast.push("error", "暂无报告正文可导出");
+      return;
+    }
+    if (!printReportHtml(topic.trim() || taskId, html)) {
+      toast.push("error", "打印窗口被拦截，请允许弹出窗口后重试");
+    }
+  };
+
   const onGenerate = async () => {
     if (!topic.trim() || running) return;
     closeRef.current?.();
@@ -93,24 +116,16 @@ export function ReportView({ identity }: { identity: Identity }) {
         </Button>
         {phase === "done" && taskId ? (
           <div className="flex items-center gap-2">
-            <Button
-              icon={Download}
-              onClick={async () => {
-                const p = await saveReportAs(reportDownloadUrl(taskId), reportFilename(topic, taskId));
-                if (p) toast.push("success", "已保存到 " + p);
-              }}
-            >
-              {isDesktop() ? "另存为 Word" : "下载 Word"}
+            <span className="text-[11px] text-slate-500">导出</span>
+            <Button icon={FileType2} onClick={() => exportFile("docx")}>
+              Word
+            </Button>
+            <Button icon={Printer} onClick={exportPdf}>
+              PDF
+            </Button>
+            <Button variant="ghost" icon={FileCode} onClick={() => exportFile("md")}>
+              Markdown
             </Button>
-            {isDesktop() && (
-              <Button
-                variant="ghost"
-                icon={ExternalLink}
-                onClick={() => openReport(reportDownloadUrl(taskId), reportFilename(topic, taskId)).catch((e) => toast.push("error", String(e)))}
-              >
-                用系统打开
-              </Button>
-            )}
           </div>
         ) : (
           <span className="h-9" />
@@ -131,7 +146,9 @@ export function ReportView({ identity }: { identity: Identity }) {
           }
         >
           {out ? (
-            <Markdown text={out} className="text-sm" />
+            <div ref={previewRef}>
+              <Markdown text={out} className="text-sm" />
+            </div>
           ) : (
             <EmptyState icon={FileText} title="尚未生成报告" desc="输入主题并点击「生成报告」，这里将实时显示规划与撰写过程。" />
           )}
diff --git a/sundynix-dispatcher/internal/eino/report.go b/sundynix-dispatcher/internal/eino/report.go
index affd634..d3fbc97 100644
--- a/sundynix-dispatcher/internal/eino/report.go
+++ b/sundynix-dispatcher/internal/eino/report.go
@@ -75,16 +75,15 @@ func (o *Orchestrator) handleReport(ctx context.Context, t *contract.Task, tr *e
 		o.emit(t.ID, "## "+s.Heading+"\n\n"+s.Body+"\n\n")
 	}
 
-	// 渲染真实 Word 文档。
-	o.emit(t.ID, "> 正在渲染 Word 文档…\n\n")
-	endRender := tr.span("render", "render", "渲染 Word 文档")
-	if path := o.renderReport(ctx, t.ID, firstNonEmpty(outline.Title, topic), sections); path != "" {
-		endRender("docx 已落盘："+path, nil)
-		o.emit(t.ID, "---\n✅ 报告已生成 Word 文档，可点击上方「下载 Word」保存。\n")
-		log.Printf("[report] task %s 完成，docx=%s", t.ID, path)
+	// 只持久化报告源数据（标题+章节），不在生成阶段渲染；导出时再按需出 Word/PDF/Markdown。
+	endStore := tr.span("store", "render", "保存报告源")
+	if o.storeReport(ctx, t.ID, firstNonEmpty(outline.Title, topic), sections) {
+		endStore("已保存，可按需导出 Word/PDF/Markdown", nil)
+		o.emit(t.ID, "---\n✅ 报告正文已生成，可在上方导出 **Word / PDF / Markdown**。\n")
+		log.Printf("[report] task %s 完成，源已存", t.ID)
 	} else {
-		endRender("渲染服务不可用", fmt.Errorf("render unavailable"))
-		o.emit(t.ID, "---\n⚠️ Word 渲染未完成（渲染服务不可用），以上为报告正文。\n")
+		endStore("源保存失败", fmt.Errorf("store unavailable"))
+		o.emit(t.ID, "---\n⚠️ 报告源保存失败（导出可能不可用），以上为报告正文。\n")
 	}
 	o.breaker.Report(true)
 	return nil
@@ -229,6 +228,24 @@ func (o *Orchestrator) retrieve(ctx context.Context, kb, query string) string {
 	return b.String()
 }
 
+// storeReport 经 mcp-go report_store 把报告源数据（title+sections）落盘，供导出时按需渲染。
+func (o *Orchestrator) storeReport(ctx context.Context, taskID, title string, secs []reportSection) bool {
+	if o.tools == nil {
+		return false
+	}
+	arr := make([]map[string]any, len(secs))
+	for i, s := range secs {
+		arr[i] = map[string]any{"heading": s.Heading, "body": s.Body}
+	}
+	cctx, cancel := context.WithTimeout(ctx, reportRenderWait)
+	defer cancel()
+	res, err := o.tools.CallTool(cctx, contract.ToolSubjectGo("report_store"), &contract.ToolCall{
+		Tool: "report_store", TaskID: taskID,
+		Args: map[string]any{"title": title, "task_id": taskID, "sections": arr},
+	})
+	return err == nil && res != nil && res.OK
+}
+
 // renderReport 经 mcp-go report_render 工具渲染 docx 并落盘，返回文件路径（失败返回空）。
 func (o *Orchestrator) renderReport(ctx context.Context, taskID, title string, secs []reportSection) string {
 	if o.tools == nil {
diff --git a/sundynix-gateway/internal/handler/report.go b/sundynix-gateway/internal/handler/report.go
index 56b9379..049d18a 100644
--- a/sundynix-gateway/internal/handler/report.go
+++ b/sundynix-gateway/internal/handler/report.go
@@ -5,7 +5,6 @@ import (
 	"encoding/hex"
 	"encoding/json"
 	"net/http"
-	"os"
 
 	"github.com/gin-gonic/gin"
 
@@ -44,17 +43,31 @@ func (h *Handler) GenerateReport(c *gin.Context) {
 	c.JSON(http.StatusAccepted, gin.H{"task_id": id})
 }
 
-// DownloadReport: GET /api/v1/reports/:id/download —— 下载已渲染的 Word 文档。
-func (h *Handler) DownloadReport(c *gin.Context) {
+// ExportReport: GET /api/v1/reports/:id/export?format=docx|md —— 按需把报告源渲染为指定格式并下载。
+// 生成阶段只存源；此处经 mcp-go report_export 现渲染（"导出时再处理"）。PDF 由前端打印预览生成。
+func (h *Handler) ExportReport(c *gin.Context) {
 	id := c.Param("id")
-	path := contract.ReportPath(id)
-	if _, err := os.Stat(path); err != nil {
-		c.JSON(http.StatusNotFound, gin.H{"error": "报告尚未生成或已过期"})
+	format := c.DefaultQuery("format", "docx")
+	res, err := h.bus.CallTool(c.Request.Context(), contract.ToolSubjectGo("report_export"),
+		&contract.ToolCall{Tool: "report_export", Args: map[string]any{"task_id": id, "format": format}})
+	if err != nil || res == nil || !res.OK {
+		msg := "报告尚未生成或已过期"
+		if res != nil && res.Error != "" {
+			msg = res.Error
+		}
+		c.JSON(http.StatusNotFound, gin.H{"error": msg})
 		return
 	}
-	c.Header("Content-Disposition", `attachment; filename="`+id+`.docx"`)
-	c.Header("Content-Type", "application/vnd.openxmlformats-officedocument.wordprocessingml.document")
-	c.File(path)
+	switch format {
+	case "md", "markdown":
+		c.Header("Content-Disposition", `attachment; filename="`+id+`.md"`)
+		c.Header("Content-Type", "text/markdown; charset=utf-8")
+		c.String(http.StatusOK, res.Content)
+	default: // docx：res.Content 为 mcp-go 落盘的 .docx 路径
+		c.Header("Content-Disposition", `attachment; filename="`+id+`.docx"`)
+		c.Header("Content-Type", "application/vnd.openxmlformats-officedocument.wordprocessingml.document")
+		c.File(res.Content)
+	}
 }
 
 func newReportID() string {
diff --git a/sundynix-gateway/internal/router/router.go b/sundynix-gateway/internal/router/router.go
index 6c9694a..d5be11a 100644
--- a/sundynix-gateway/internal/router/router.go
+++ b/sundynix-gateway/internal/router/router.go
@@ -40,8 +40,9 @@ func New(db *store.Postgres, cache *store.Redis, bus *nats.Bus, blobStore *blob.
 		api.GET("/agents", h.AgentList)                    // 我的 Agent 编排列表（owner 隔离）
 		api.POST("/agents", h.AgentSave)                   // 保存/更新编排
 		api.DELETE("/agents", h.AgentDelete)               // 删除编排
-		api.POST("/reports", h.GenerateReport)             // 报告生成（intent=report 任务 → Dispatcher 专用编排）
-		api.GET("/reports/:id/download", h.DownloadReport) // 下载渲染好的 Word(.docx)
+		api.POST("/reports", h.GenerateReport)           // 报告生成（intent=report 任务 → Dispatcher 专用编排）
+		api.GET("/reports/:id/export", h.ExportReport)   // 按需导出（format=docx|md；默认 docx）
+		api.GET("/reports/:id/download", h.ExportReport) // 兼容旧入口（默认 docx）
 		api.GET("/health", h.Health)                       // 依赖健康聚合（顶栏五盏灯）
 		api.GET("/billing", h.Billing)
 
diff --git a/sundynix-mcp-go/internal/mcp/gateway.go b/sundynix-mcp-go/internal/mcp/gateway.go
index 9319a70..0491a4c 100644
--- a/sundynix-mcp-go/internal/mcp/gateway.go
+++ b/sundynix-mcp-go/internal/mcp/gateway.go
@@ -60,6 +60,10 @@ func (g *Gateway) dispatch(ctx context.Context, call *contract.ToolCall) *contra
 		return g.kbGraph(ctx, call)
 	case "report_render":
 		return g.reportRender(ctx, call)
+	case "report_store":
+		return g.reportStore(ctx, call)
+	case "report_export":
+		return g.reportExport(ctx, call)
 	case "health":
 		data, _ := json.Marshal(g.rag.Status())
 		return &contract.ToolResult{OK: true, Content: string(data)}
@@ -213,6 +217,90 @@ func (g *Gateway) reportRender(ctx context.Context, call *contract.ToolCall) *co
 	return &contract.ToolResult{OK: true, Content: path}
 }
 
+// reportSource 是报告的可序列化源数据（标题 + 章节），导出时据此渲染各格式。
+type reportSource struct {
+	Title    string           `json:"title"`
+	Sections []office.Section `json:"sections"`
+}
+
+// reportStore 把报告源数据（title + sections）落盘为 JSON，供导出时按需渲染 Word/PDF/Markdown。
+// 生成阶段只存源、不渲染（"导出时再处理"）。
+func (g *Gateway) reportStore(_ context.Context, call *contract.ToolCall) *contract.ToolResult {
+	id, _ := call.Args["task_id"].(string)
+	if id == "" {
+		id = call.TaskID
+	}
+	if id == "" {
+		return &contract.ToolResult{OK: false, Error: "report_store: task_id 必填"}
+	}
+	title, _ := call.Args["title"].(string)
+	var secs []office.Section
+	if raw, err := json.Marshal(call.Args["sections"]); err == nil {
+		_ = json.Unmarshal(raw, &secs)
+	}
+	data, _ := json.Marshal(reportSource{Title: title, Sections: secs})
+	path := contract.ReportSourcePath(id)
+	if err := os.MkdirAll(filepath.Dir(path), 0o755); err != nil {
+		return &contract.ToolResult{OK: false, Error: "report_store: mkdir " + err.Error()}
+	}
+	if err := os.WriteFile(path, data, 0o644); err != nil {
+		return &contract.ToolResult{OK: false, Error: "report_store: write " + err.Error()}
+	}
+	log.Printf("[mcp_go] report_store 已存源 %s (%d 章节)", path, len(secs))
+	return &contract.ToolResult{OK: true, Content: path}
+}
+
+// reportExport 按需把已存报告源渲染为指定格式：
+// docx → 渲染并落盘，返回 .docx 路径；md → 返回 Markdown 文本。
+func (g *Gateway) reportExport(ctx context.Context, call *contract.ToolCall) *contract.ToolResult {
+	id, _ := call.Args["task_id"].(string)
+	if id == "" {
+		id = call.TaskID
+	}
+	if id == "" {
+		return &contract.ToolResult{OK: false, Error: "report_export: task_id 必填"}
+	}
+	format, _ := call.Args["format"].(string)
+	raw, err := os.ReadFile(contract.ReportSourcePath(id))
+	if err != nil {
+		return &contract.ToolResult{OK: false, Error: "report_export: 报告尚未生成或已过期"}
+	}
+	var src reportSource
+	if err := json.Unmarshal(raw, &src); err != nil {
+		return &contract.ToolResult{OK: false, Error: "report_export: 源解析失败"}
+	}
+	switch format {
+	case "md", "markdown":
+		return &contract.ToolResult{OK: true, Content: reportMarkdown(src)}
+	default: // docx
+		data, rerr := office.NewRenderer().RenderReport(ctx, src.Title, src.Sections)
+		if rerr != nil {
+			return &contract.ToolResult{OK: false, Error: "report_export: " + rerr.Error()}
+		}
+		path := contract.ReportPath(id)
+		if err := os.WriteFile(path, data, 0o644); err != nil {
+			return &contract.ToolResult{OK: false, Error: "report_export: write " + err.Error()}
+		}
+		log.Printf("[mcp_go] report_export 已渲染 docx %s (%d 字节)", path, len(data))
+		return &contract.ToolResult{OK: true, Content: path}
+	}
+}
+
+// reportMarkdown 把报告源拼为 Markdown（标题 + 各章 ## 小标题 + 正文）。
+func reportMarkdown(src reportSource) string {
+	var b strings.Builder
+	if src.Title != "" {
+		b.WriteString("# " + src.Title + "\n\n")
+	}
+	for _, s := range src.Sections {
+		if s.Heading != "" {
+			b.WriteString("## " + s.Heading + "\n\n")
+		}
+		b.WriteString(strings.TrimSpace(s.Body) + "\n\n")
+	}
+	return b.String()
+}
+
 // kbIngest 把文本入库（切块→embedding→Milvus+Bleve）。
 // 带 job_id 时逐阶段把进度发到 sundynix.streams.<job_id>，供 UI 实时入库监控。
 func (g *Gateway) kbIngest(ctx context.Context, call *contract.ToolCall) *contract.ToolResult {
diff --git a/sundynix-shared/contract/report.go b/sundynix-shared/contract/report.go
index d1bb1e1..b55f6c9 100644
--- a/sundynix-shared/contract/report.go
+++ b/sundynix-shared/contract/report.go
@@ -19,3 +19,9 @@ func ReportsDir() string {
 func ReportPath(id string) string {
 	return filepath.Join(ReportsDir(), id+".docx")
 }
+
+// ReportSourcePath 返回某报告的源数据（标题 + 章节 JSON）绝对路径。
+// 生成阶段只落源数据；导出时再按需渲染 Word/PDF/Markdown（"导出时再处理"）。
+func ReportSourcePath(id string) string {
+	return filepath.Join(ReportsDir(), id+".json")
+}
