diff --git a/SKALD.md b/SKALD.md
index c1140cc..8569588 100644
--- a/SKALD.md
+++ b/SKALD.md
@@ -468,6 +468,7 @@ sudo find /var/www/connectors.skaldagent.net/ -type f -exec chmod 644 {} \;
 |----|------|------|-------|------|--------|
 | `exa` | Exa | `mcp_remote` | `global` | api_key (`{SECRET:exaApiKey}` in URL — optional, free tier) | `verify.py` (MCP initialize probe) |
 | `tavily` | Tavily | `mcp_remote` | `global` | api_key (`{SECRET:tavilyApiKey}` in URL) | `verify.py` (HTTP probe `/search`) |
+| `serpapi-flights` | SerpAPI Flights | `mcp_remote` | `global` | api_key (`{SECRET:serpapiApiKey}` in URL) | `verify.py` (MCP initialize probe) |
 | `gmail` | Gmail | `mcp_local` | `user` | oauth2 (Google) + deliver: `env/google_authorized_user` (via `GMAIL_CREDS_JSON`) | ⏳ Fase 2 — OAuth via loopback listener |
 | `gcal` | Google Calendar | `mcp_local` | `user` | oauth2 (Google) + deliver: `env/google_authorized_user` (via `GCAL_CREDS_JSON`) | `verify.py` (creds load + API probe) |
 | `drive` | Google Drive | `mcp_local` | `user` | oauth2 (Google) + deliver: `env/google_authorized_user` (via `DRIVE_CREDS_JSON`) | `verify.py` (creds load + Drive API probe) |
diff --git a/connectors/connectors.json b/connectors/connectors.json
index c465488..ef24430 100644
--- a/connectors/connectors.json
+++ b/connectors/connectors.json
@@ -534,8 +534,8 @@
         "type": "none"
       },
       "folder": "weather",
-      "version": 1,
-      "version_string": "1.0.0",
+      "version": 2,
+      "version_string": "2.0.0",
       "version_release_date": "2026-07-19",
       "files": [
         {
@@ -545,8 +545,8 @@
         },
         {
           "path": "connector.json",
-          "sha256": "5dd9852857eb2eb6236e34708c1436a835cbf49466fd575052c24dd1f6db973d",
-          "size": 1278
+          "sha256": "a55996daf7414fa7d5ee646919805d2f4c9cf7315175f2d61b77fec9c4386725",
+          "size": 1377
         },
         {
           "path": "requirements.txt",
@@ -638,8 +638,8 @@
         "type": "none"
       },
       "folder": "wikipedia",
-      "version": 1,
-      "version_string": "1.0.0",
+      "version": 2,
+      "version_string": "2.0.0",
       "version_release_date": "2026-07-19",
       "files": [
         {
@@ -649,8 +649,8 @@
         },
         {
           "path": "connector.json",
-          "sha256": "dc24727a2a6931e6567ef32a27c99eb6687e1001ea47fe6f0fdb8ff19f02a505",
-          "size": 1168
+          "sha256": "5e352717810fad188745c7fc78768f6ec86b8f2cb476081a5977606b2cd143cf",
+          "size": 1269
         },
         {
           "path": "requirements.txt",
diff --git a/connectors/weather/connector.json b/connectors/weather/connector.json
index c4b8bd8..7311a72 100644
--- a/connectors/weather/connector.json
+++ b/connectors/weather/connector.json
@@ -33,7 +33,13 @@
     "forecast",
     "air-quality"
   ],
-  "version": 1,
-  "version_string": "1.0.0",
+  "mcp_config": {
+    "command": "python3",
+    "args": [
+      "weather_mcp_server.py"
+    ]
+  },
+  "version": 2,
+  "version_string": "2.0.0",
   "version_release_date": "2026-07-19"
 }
diff --git a/connectors/wikipedia/connector.json b/connectors/wikipedia/connector.json
index 244222a..657d233 100644
--- a/connectors/wikipedia/connector.json
+++ b/connectors/wikipedia/connector.json
@@ -33,7 +33,13 @@
     "reference",
     "research"
   ],
-  "version": 1,
-  "version_string": "1.0.0",
+  "mcp_config": {
+    "command": "python3",
+    "args": [
+      "wikipedia_mcp_server.py"
+    ]
+  },
+  "version": 2,
+  "version_string": "2.0.0",
   "version_release_date": "2026-07-19"
 }