diff --git a/tool/mcptoolset/set.go b/tool/mcptoolset/set.go
index 53e424f55..c4304ced5 100644
--- a/tool/mcptoolset/set.go
+++ b/tool/mcptoolset/set.go
@@ -24,6 +24,16 @@ import (
 	"google.golang.org/adk/tool"
 )
 
+// MetadataProvider is a callback function that extracts metadata from the tool context
+// to be forwarded to MCP tool calls. The returned map[string]any will be set as the
+// Meta field on mcp.CallToolParams.
+//
+// This allows forwarding request-scoped metadata (e.g., from A2A requests) to downstream
+// MCP servers for tracing, authentication, or other purposes.
+//
+// If the provider returns nil, no metadata is attached to the MCP call.
+type MetadataProvider func(ctx tool.Context) map[string]any
+
 // New returns MCP ToolSet.
 // MCP ToolSet connects to a MCP Server, retrieves MCP Tools into ADK Tools and
 // passes them to the LLM.
@@ -52,6 +62,7 @@ func New(cfg Config) (tool.Toolset, error) {
 		toolFilter:                  cfg.ToolFilter,
 		requireConfirmation:         cfg.RequireConfirmation,
 		requireConfirmationProvider: cfg.RequireConfirmationProvider,
+		metadataProvider:            cfg.MetadataProvider,
 	}, nil
 }
 
@@ -66,6 +77,9 @@ type Config struct {
 	// If ToolFilter is nil, then all tools are returned.
 	// tool.StringPredicate can be convenient if there's a known fixed list of tool names.
 	ToolFilter tool.Predicate
+	// MetadataProvider is an optional callback that provides metadata to forward
+	// to MCP tool calls. If nil, no metadata is forwarded.
+	MetadataProvider MetadataProvider
 
 	// RequireConfirmation flags whether the tools from this toolset must always ask for user confirmation
 	// before execution. If set to true, the ADK framework will automatically initiate
@@ -90,6 +104,7 @@ type set struct {
 	toolFilter                  tool.Predicate
 	requireConfirmation         bool
 	requireConfirmationProvider ConfirmationProvider
+	metadataProvider            MetadataProvider
 }
 
 func (*set) Name() string {
@@ -113,7 +128,7 @@ func (s *set) Tools(ctx agent.ReadonlyContext) ([]tool.Tool, error) {
 
 	var adkTools []tool.Tool
 	for _, mcpTool := range mcpTools {
-		t, err := convertTool(mcpTool, s.mcpClient, s.requireConfirmation, s.requireConfirmationProvider)
+		t, err := convertTool(mcpTool, s.mcpClient, s.requireConfirmation, s.requireConfirmationProvider, s.metadataProvider)
 		if err != nil {
 			return nil, fmt.Errorf("failed to convert MCP tool %q to adk tool: %w", mcpTool.Name, err)
 		}
diff --git a/tool/mcptoolset/set_test.go b/tool/mcptoolset/set_test.go
index 0b4c1cffd..56821b043 100644
--- a/tool/mcptoolset/set_test.go
+++ b/tool/mcptoolset/set_test.go
@@ -790,3 +790,100 @@ func TestNewToolSet_RequireConfirmationProvider_Validation(t *testing.T) {
 		})
 	}
 }
+
+func TestMetadataProvider(t *testing.T) {
+	testMetadata := map[string]any{
+		"request_id":  "test-123",
+		"user_id":     "user-456",
+		"nested_data": map[string]any{"key": "value"},
+	}
+
+	testCases := []struct {
+		name         string
+		provider     mcptoolset.MetadataProvider
+		wantMetadata map[string]any
+	}{
+		{
+			name: "provider returns metadata",
+			provider: func(ctx tool.Context) map[string]any {
+				return testMetadata
+			},
+			wantMetadata: testMetadata,
+		},
+		{
+			name:         "provider is nil",
+			provider:     nil,
+			wantMetadata: nil,
+		},
+		{
+			name: "provider returns nil",
+			provider: func(ctx tool.Context) map[string]any {
+				return nil
+			},
+			wantMetadata: nil,
+		},
+	}
+
+	for _, tc := range testCases {
+		t.Run(tc.name, func(t *testing.T) {
+			var receivedMeta map[string]any
+			var toolCalled bool
+			echoToolFunc := func(ctx context.Context, req *mcp.CallToolRequest, input struct{}) (*mcp.CallToolResult, struct{ Message string }, error) {
+				toolCalled = true
+				receivedMeta = req.Params.Meta
+				return nil, struct{ Message string }{Message: "ok"}, nil
+			}
+
+			runMetadataTest(t, tc.provider, echoToolFunc)
+			if !toolCalled {
+				t.Fatal("Tool was not called")
+			}
+
+			if diff := cmp.Diff(tc.wantMetadata, receivedMeta); diff != "" {
+				t.Errorf("metadata mismatch (-want +got):\n%s", diff)
+			}
+		})
+	}
+}
+
+func runMetadataTest[In, Out any](t *testing.T, provider mcptoolset.MetadataProvider, toolFunc mcp.ToolHandlerFor[In, Out]) {
+	t.Helper()
+
+	clientTransport, serverTransport := mcp.NewInMemoryTransports()
+	server := mcp.NewServer(&mcp.Implementation{Name: "test_server", Version: "v1.0.0"}, nil)
+	mcp.AddTool(server, &mcp.Tool{Name: "echo_tool", Description: "echoes input"}, toolFunc)
+	_, err := server.Connect(t.Context(), serverTransport, nil)
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	ts, err := mcptoolset.New(mcptoolset.Config{
+		Transport:        clientTransport,
+		MetadataProvider: provider,
+	})
+	if err != nil {
+		t.Fatalf("Failed to create MCP tool set: %v", err)
+	}
+
+	invCtx := icontext.NewInvocationContext(t.Context(), icontext.InvocationContextParams{})
+	readonlyCtx := icontext.NewReadonlyContext(invCtx)
+	tools, err := ts.Tools(readonlyCtx)
+	if err != nil {
+		t.Fatalf("Failed to get tools: %v", err)
+	}
+
+	if len(tools) != 1 {
+		t.Fatalf("Expected 1 tool, got %d", len(tools))
+	}
+
+	fnTool, ok := tools[0].(toolinternal.FunctionTool)
+	if !ok {
+		t.Fatal("Tool does not implement FunctionTool interface")
+	}
+
+	toolCtx := toolinternal.NewToolContext(invCtx, "", nil, nil)
+	_, err = fnTool.Run(toolCtx, map[string]any{})
+	if err != nil {
+		t.Fatalf("Failed to run tool: %v", err)
+	}
+}
diff --git a/tool/mcptoolset/tool.go b/tool/mcptoolset/tool.go
index 640c0cfc3..d54e73c70 100644
--- a/tool/mcptoolset/tool.go
+++ b/tool/mcptoolset/tool.go
@@ -17,6 +17,7 @@ package mcptoolset
 import (
 	"errors"
 	"fmt"
+	"runtime/debug"
 	"strings"
 
 	"github.com/modelcontextprotocol/go-sdk/mcp"
@@ -28,7 +29,7 @@ import (
 	"google.golang.org/adk/tool"
 )
 
-func convertTool(t *mcp.Tool, client MCPClient, requireConfirmation bool, requireConfirmationProvider ConfirmationProvider) (tool.Tool, error) {
+func convertTool(t *mcp.Tool, client MCPClient, requireConfirmation bool, requireConfirmationProvider ConfirmationProvider, metadataProvider MetadataProvider) (tool.Tool, error) {
 	mcp := &mcpTool{
 		name:        t.Name,
 		description: t.Description,
@@ -39,6 +40,7 @@ func convertTool(t *mcp.Tool, client MCPClient, requireConfirmation bool, requir
 		mcpClient:                   client,
 		requireConfirmation:         requireConfirmation,
 		requireConfirmationProvider: requireConfirmationProvider,
+		metadataProvider:            metadataProvider,
 	}
 
 	// Since t.InputSchema and t.OutputSchema are pointers (*jsonschema.Schema) and the destination ResponseJsonSchema
@@ -65,6 +67,8 @@ type mcpTool struct {
 	requireConfirmation bool
 
 	requireConfirmationProvider ConfirmationProvider
+
+	metadataProvider MetadataProvider
 }
 
 // Name implements the tool.Tool.
@@ -90,7 +94,13 @@ func (t *mcpTool) Declaration() *genai.FunctionDeclaration {
 	return t.funcDeclaration
 }
 
-func (t *mcpTool) Run(ctx tool.Context, args any) (map[string]any, error) {
+func (t *mcpTool) Run(ctx tool.Context, args any) (result map[string]any, err error) {
+	defer func() {
+		if r := recover(); r != nil {
+			err = fmt.Errorf("panic in tool %q: %v\nstack: %s", t.Name(), r, debug.Stack())
+		}
+	}()
+
 	if confirmation := ctx.ToolConfirmation(); confirmation != nil {
 		if !confirmation.Confirmed {
 			return nil, fmt.Errorf("error tool %q call is rejected", t.Name())
@@ -115,12 +125,16 @@ func (t *mcpTool) Run(ctx tool.Context, args any) (map[string]any, error) {
 			return nil, fmt.Errorf("error tool %q requires confirmation, please approve or reject", t.Name())
 		}
 	}
-
-	// TODO: add auth
-	res, err := t.mcpClient.CallTool(ctx, &mcp.CallToolParams{
+	params := &mcp.CallToolParams{
 		Name:      t.name,
 		Arguments: args,
-	})
+	}
+
+	if t.metadataProvider != nil {
+		params.Meta = t.metadataProvider(ctx)
+	}
+	// TODO: add auth
+	res, err := t.mcpClient.CallTool(ctx, params)
 	if err != nil {
 		return nil, fmt.Errorf("failed to call MCP tool %q with err: %w", t.name, err)
 	}