diff --git a/ingestion/internal/mcp/handlers.go b/ingestion/internal/mcp/handlers.go
index 55d7998..14ca3ea 100644
--- a/ingestion/internal/mcp/handlers.go
+++ b/ingestion/internal/mcp/handlers.go
@@ -6,6 +6,7 @@ import (
 	"fmt"
 
 	"github.com/mathiasbq/hyperguild/ingestion/internal/api"
+	"github.com/mathiasbq/hyperguild/ingestion/internal/pipeline"
 	"github.com/mathiasbq/hyperguild/ingestion/internal/search"
 )
 
@@ -122,3 +123,35 @@ func (s *Server) brainWrite(ctx context.Context, args json.RawMessage) (json.Raw
 	}
 	return json.Marshal(map[string]string{"path": relPath})
 }
+
+type brainIngestRawArgs struct {
+	Source string             `json:"source"`
+	Pages  []pipeline.RawPage `json:"pages"`
+	DryRun bool               `json:"dry_run,omitempty"`
+}
+
+func (s *Server) brainIngestRaw(ctx context.Context, args json.RawMessage) (json.RawMessage, error) {
+	var a brainIngestRawArgs
+	if err := json.Unmarshal(args, &a); err != nil {
+		return nil, fmt.Errorf("parse args: %w", err)
+	}
+	if a.Source == "" {
+		return nil, fmt.Errorf("source is required")
+	}
+	if len(a.Pages) == 0 {
+		return nil, fmt.Errorf("pages must be non-empty")
+	}
+	result, err := pipeline.RunRaw(s.brainDir, a.Source, a.Pages, a.DryRun)
+	if err != nil {
+		return nil, fmt.Errorf("ingest: %w", err)
+	}
+	pages := result.Pages
+	if pages == nil {
+		pages = []string{}
+	}
+	warnings := result.Warnings
+	if warnings == nil {
+		warnings = []string{}
+	}
+	return json.Marshal(map[string]any{"pages": pages, "warnings": warnings})
+}
diff --git a/ingestion/internal/mcp/handlers_test.go b/ingestion/internal/mcp/handlers_test.go
index 0cd3127..4fe352b 100644
--- a/ingestion/internal/mcp/handlers_test.go
+++ b/ingestion/internal/mcp/handlers_test.go
@@ -94,3 +94,36 @@ func TestBrainWriteAcceptsDoubleDotInName(t *testing.T) {
 	_, err := os.Stat(filepath.Join(brainDir, "knowledge", "notes..draft.md"))
 	require.NoError(t, err, "filename with embedded .. should be allowed")
 }
+
+func TestBrainIngestRawDryRun(t *testing.T) {
+	brainDir := t.TempDir()
+	require.NoError(t, os.MkdirAll(filepath.Join(brainDir, "wiki", "concepts"), 0o755))
+	srv := mcp.NewServer(brainDir, nil, nil)
+
+	resp := toolCall(t, srv, "brain_ingest_raw", map[string]any{
+		"source":  "test-source",
+		"dry_run": true,
+		"pages": []map[string]any{
+			{
+				"title":   "Test Concept",
+				"type":    "concept",
+				"content": "## Definition\nA test concept.",
+			},
+		},
+	})
+	require.Nil(t, resp["error"])
+	result := resp["result"].(map[string]any)
+	content := result["content"].([]any)
+	text := content[0].(map[string]any)["text"].(string)
+
+	var parsed struct {
+		Pages []string `json:"pages"`
+	}
+	require.NoError(t, json.Unmarshal([]byte(text), &parsed))
+	require.NotEmpty(t, parsed.Pages, "expected at least one page path")
+	assert.Contains(t, parsed.Pages[0], "wiki/concepts/test-concept.md")
+
+	// dry_run: no file should exist
+	_, err := os.Stat(filepath.Join(brainDir, "wiki", "concepts", "test-concept.md"))
+	assert.True(t, os.IsNotExist(err))
+}
diff --git a/ingestion/internal/mcp/server.go b/ingestion/internal/mcp/server.go
index 56e97af..8e631c9 100644
--- a/ingestion/internal/mcp/server.go
+++ b/ingestion/internal/mcp/server.go
@@ -120,6 +120,8 @@ func (s *Server) handleCall(ctx context.Context, name string, args json.RawMessa
 		return s.brainQuery(ctx, args)
 	case "brain_write":
 		return s.brainWrite(ctx, args)
+	case "brain_ingest_raw":
+		return s.brainIngestRaw(ctx, args)
 	default:
 		return nil, fmt.Errorf("unknown tool: %s", name)
 	}