diff --git a/internal/service/registry_service.go b/internal/service/registry_service.go
index 16a910002..a77478e53 100644
--- a/internal/service/registry_service.go
+++ b/internal/service/registry_service.go
@@ -44,6 +44,21 @@ func NewRegistryService(db database.Database, cfg *config.Config) RegistryServic
 	}
 }
 
+// normalizeReadSchema rewrites a stored server's $schema to the current schema URL.
+//
+// Server records are persisted as JSONB of the apiv0.ServerJSON struct and are always
+// re-serialized into the current struct shape on read, but the $schema string is carried
+// verbatim from publish time. Because every schema revision has been additive or relaxing
+// (docs/reference/server-json/CHANGELOG.md — no field made newly required), an entry
+// published under an older schema still conforms to the current one. Advertising the stale
+// publish-time $schema makes strict clients (e.g. VSCode) fail validation, so we normalize
+// it on the read path. See issue #783.
+func normalizeReadSchema(resp *apiv0.ServerResponse) {
+	if resp != nil {
+		resp.Server.Schema = model.CurrentSchemaURL
+	}
+}
+
 // ListServers returns registry entries with cursor-based pagination and optional filtering
 func (s *registryServiceImpl) ListServers(ctx context.Context, filter *database.ServerFilter, cursor string, limit int) ([]*apiv0.ServerResponse, string, error) {
 	// If limit is not set or negative, use a default limit
@@ -57,6 +72,10 @@ func (s *registryServiceImpl) ListServers(ctx context.Context, filter *database.
 		return nil, "", err
 	}
 
+	for _, serverRecord := range serverRecords {
+		normalizeReadSchema(serverRecord)
+	}
+
 	return serverRecords, nextCursor, nil
 }
 
@@ -67,6 +86,7 @@ func (s *registryServiceImpl) GetServerByName(ctx context.Context, serverName st
 		return nil, err
 	}
 
+	normalizeReadSchema(serverRecord)
 	return serverRecord, nil
 }
 
@@ -77,6 +97,7 @@ func (s *registryServiceImpl) GetServerByNameAndVersion(ctx context.Context, ser
 		return nil, err
 	}
 
+	normalizeReadSchema(serverRecord)
 	return serverRecord, nil
 }
 
@@ -87,6 +108,10 @@ func (s *registryServiceImpl) GetAllVersionsByServerName(ctx context.Context, se
 		return nil, err
 	}
 
+	for _, serverRecord := range serverRecords {
+		normalizeReadSchema(serverRecord)
+	}
+
 	return serverRecords, nil
 }
 
diff --git a/internal/service/registry_service_test.go b/internal/service/registry_service_test.go
index 05ec8477a..ea9bf7c2b 100644
--- a/internal/service/registry_service_test.go
+++ b/internal/service/registry_service_test.go
@@ -1136,6 +1136,74 @@ func TestRecalculateLatest_RestoringHigherVersionPromotesIt(t *testing.T) {
 	assert.True(t, latest.Meta.Official.IsLatest)
 }
 
+// TestReadNormalizesLegacySchemaVersion covers issue #783: servers published under an
+// older server.json schema are stored with that publish-time $schema, but the registry
+// re-serializes every record into the current struct shape on read. Serving the stale
+// $schema makes strict clients fail validation, so all read paths must advertise the
+// current schema URL.
+func TestReadNormalizesLegacySchemaVersion(t *testing.T) {
+	ctx := context.Background()
+	testDB := database.NewTestDB(t)
+	service := NewRegistryService(testDB, &config.Config{EnableRegistryValidation: false})
+
+	// A pre-current schema version (real value observed on the live API in issue #783).
+	const legacySchemaURL = "https://static.modelcontextprotocol.io/schemas/2025-09-16/server.schema.json"
+	require.NotEqual(t, model.CurrentSchemaURL, legacySchemaURL, "legacy fixture must differ from current schema")
+
+	now := time.Now()
+	legacy := &apiv0.ServerJSON{
+		Schema:      legacySchemaURL,
+		Name:        "com.example/legacy-schema-server",
+		Description: "Published under an older schema version",
+		Version:     "1.0.0",
+	}
+
+	// Seed directly through the database so the stored $schema is the legacy value
+	// (the publish path enforces the current schema, so it cannot create this state).
+	_, err := testDB.CreateServer(ctx, nil, legacy, &apiv0.RegistryExtensions{
+		Status:          model.StatusActive,
+		StatusChangedAt: now,
+		PublishedAt:     now,
+		UpdatedAt:       now,
+		IsLatest:        true,
+	})
+	require.NoError(t, err, "failed to seed legacy-schema server")
+
+	t.Run("GetServerByName", func(t *testing.T) {
+		got, err := service.GetServerByName(ctx, legacy.Name, false)
+		require.NoError(t, err)
+		assert.Equal(t, model.CurrentSchemaURL, got.Server.Schema)
+	})
+
+	t.Run("GetServerByNameAndVersion", func(t *testing.T) {
+		got, err := service.GetServerByNameAndVersion(ctx, legacy.Name, legacy.Version, false)
+		require.NoError(t, err)
+		assert.Equal(t, model.CurrentSchemaURL, got.Server.Schema)
+	})
+
+	t.Run("GetAllVersionsByServerName", func(t *testing.T) {
+		got, err := service.GetAllVersionsByServerName(ctx, legacy.Name, false)
+		require.NoError(t, err)
+		require.NotEmpty(t, got)
+		for _, s := range got {
+			assert.Equal(t, model.CurrentSchemaURL, s.Server.Schema)
+		}
+	})
+
+	t.Run("ListServers", func(t *testing.T) {
+		got, _, err := service.ListServers(ctx, nil, "", 100)
+		require.NoError(t, err)
+		var found bool
+		for _, s := range got {
+			if s.Server.Name == legacy.Name {
+				found = true
+				assert.Equal(t, model.CurrentSchemaURL, s.Server.Schema)
+			}
+		}
+		require.True(t, found, "seeded server should appear in ListServers")
+	})
+}
+
 // Helper functions
 func stringPtr(s string) *string {
 	return &s