diff --git a/apps/web/package.json b/apps/web/package.json
index 9360180..bcac54c 100644
--- a/apps/web/package.json
+++ b/apps/web/package.json
@@ -11,7 +11,7 @@
   },
   "dependencies": {
     "@gitjog/szoveg": "workspace:*",
-    "@modelcontextprotocol/server": "^2.0.0",
+    "@modelcontextprotocol/server": "^2.3.0",
     "@supabase/supabase-js": "^2.115.0",
     "@vercel/analytics": "^2.0.1",
     "mcp-handler": "^2.1.1",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index cba6602..c125b24 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -18,8 +18,8 @@ importers:
         specifier: workspace:*
         version: link:../../packages/szoveg
       '@modelcontextprotocol/server':
-        specifier: ^2.0.0
-        version: 2.0.0
+        specifier: ^2.3.0
+        version: 2.3.0
       '@supabase/supabase-js':
         specifier: ^2.115.0
         version: 2.115.0
@@ -28,7 +28,7 @@ importers:
         version: 2.0.1(next@16.3.8(@types/node@24.13.3)(react-dom@19.2.8(react@19.2.8))(react@19.2.8))(react@19.2.8)
       mcp-handler:
         specifier: ^2.1.1
-        version: 2.1.1(@modelcontextprotocol/server@2.0.0)(next@16.3.8(@types/node@24.13.3)(react-dom@19.2.8(react@19.2.8))(react@19.2.8))
+        version: 2.1.1(@modelcontextprotocol/server@2.3.0)(next@16.3.8(@types/node@24.13.3)(react-dom@19.2.8(react@19.2.8))(react@19.2.8))
       next:
         specifier: ^16.3.8
         version: 16.3.8(@types/node@24.13.3)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)
@@ -432,12 +432,12 @@ packages:
   '@jridgewell/trace-mapping@0.3.31':
     resolution: {integrity: sha512-zzNR+SdQSDJzc8joaeP8QQoCQr8NuYx2dIIytl1QeBEZHJ9uW6hebsrYgbz8hJwUQao3TWCMtmfV8Nu1twOLAw==}
 
-  '@modelcontextprotocol/core@2.0.0':
-    resolution: {integrity: sha512-pJCEwGG7Lfr/+PQp9ZTwKXNeO5wzbfKL7H3MYpCorM4oFBoQrdjnBgEoqG+RjhsvS1FKrDbKux+M1HhlnGWqcA==}
+  '@modelcontextprotocol/core@2.3.0':
+    resolution: {integrity: sha512-09BHFaNVBe5pB2AhzCfLj0cqmsKLERvZQ4FblzP90UMGLaXVqdZPByFjURwsUYCmxonUW2yAwgTTvle+8O2/8w==}
     engines: {node: '>=20'}
 
-  '@modelcontextprotocol/server@2.0.0':
-    resolution: {integrity: sha512-YhHWdHfpFMQfd0prsEnxKeS3Qz3ytIGmsS0sth4KDjnacIT7hxk6hXHkJ9KysxlkvTM+WZAtQbbcUhdoP4Hvtw==}
+  '@modelcontextprotocol/server@2.3.0':
+    resolution: {integrity: sha512-+6b0LdsQLmHsvS7J6sQJ4weTpzUn61fU1JKS+321/+IyDYoHW5CR2Tgqcs6GgAAQvlesCo6yX3xttgmx+XGtJw==}
     engines: {node: '>=20'}
 
   '@next/env@16.3.8':
@@ -1041,10 +1041,6 @@ packages:
   picocolors@1.1.1:
     resolution: {integrity: sha512-xceH2snhtb5M9liqDsmEw56le376mTZkEX/jEb/RxNFyegNul7eNslCXP9FDj/Lcu0X8KEyMceP2ntpaHrDEVA==}
 
-  picomatch@4.0.5:
-    resolution: {integrity: sha512-RvwwcruNjI1ncT5xRakeyS9Lf8lcItv34KD+aif+VH9kduAyfYBipGh12274xtenIPZ119/R9BdTBa8gAwSh0A==}
-    engines: {node: '>=12'}
-
   picomatch@4.0.7:
     resolution: {integrity: sha512-qcJu88Q2IWqJsDD529JKMdwGm/dvInW4HvQnRwiH9JtihJvzGOscDtHE3x1pBKeUOTysQ8kVmLnJ2kJu7yhcGA==}
     engines: {node: '>=12'}
@@ -1452,13 +1448,13 @@ snapshots:
       '@jridgewell/resolve-uri': 3.1.2
       '@jridgewell/sourcemap-codec': 1.5.5
 
-  '@modelcontextprotocol/core@2.0.0':
+  '@modelcontextprotocol/core@2.3.0':
     dependencies:
       zod: 4.6.5
 
-  '@modelcontextprotocol/server@2.0.0':
+  '@modelcontextprotocol/server@2.3.0':
     dependencies:
-      '@modelcontextprotocol/core': 2.0.0
+      '@modelcontextprotocol/core': 2.3.0
       zod: 4.6.5
 
   '@next/env@16.3.8': {}
@@ -1847,9 +1843,9 @@ snapshots:
     dependencies:
       '@jridgewell/sourcemap-codec': 1.5.5
 
-  mcp-handler@2.1.1(@modelcontextprotocol/server@2.0.0)(next@16.3.8(@types/node@24.13.3)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)):
+  mcp-handler@2.1.1(@modelcontextprotocol/server@2.3.0)(next@16.3.8(@types/node@24.13.3)(react-dom@19.2.8(react@19.2.8))(react@19.2.8)):
     dependencies:
-      '@modelcontextprotocol/server': 2.0.0
+      '@modelcontextprotocol/server': 2.3.0
       chalk: 5.6.2
       commander: 11.1.0
     optionalDependencies:
@@ -1903,8 +1899,6 @@ snapshots:
 
   picocolors@1.1.1: {}
 
-  picomatch@4.0.5: {}
-
   picomatch@4.0.7: {}
 
   postcss@8.5.23: