diff --git a/package-lock.json b/package-lock.json
index 1fa731872..634e0e3d3 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -34,7 +34,7 @@
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@@ -7671,6 +7671,103 @@
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+      "cpu": [
+        "x64"
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+      "license": "Apache-2.0",
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@@ -10607,6 +10702,15 @@
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+      "resolved": "https://registry.npmjs.org/@vercel/oidc/-/oidc-3.0.3.tgz",
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+      "license": "Apache-2.0",
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     "node_modules/@vscode/test-electron": {
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@@ -16231,12 +16335,12 @@
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-        "node": ">=20.0.0"
+        "node": ">=18.0.0"
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@@ -21009,9 +21112,9 @@
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+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/mongodb-mcp-server/-/mongodb-mcp-server-1.2.0.tgz",
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@@ -21019,6 +21122,7 @@
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         "@mongosh/arg-parser": "^3.19.0",
         "@mongosh/service-provider-node-driver": "^3.17.0",
+        "ai": "^5.0.72",
         "bson": "^6.10.4",
         "express": "^5.1.0",
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@@ -21031,6 +21135,7 @@
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         "openapi-fetch": "^0.14.0",
         "ts-levenshtein": "^1.0.7",
+        "voyage-ai-provider": "^2.0.0",
         "yargs-parser": "21.1.1",
         "zod": "^3.25.76"
       },
@@ -21041,9 +21146,74 @@
         "node": "^20.19.0 || ^22.12.0 || >= 23.0.0"
       },
       "optionalDependencies": {
+        "@mongodb-js/atlas-local": "^1.0.2",
         "kerberos": "^2.2.2"
       }
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+    "node_modules/mongodb-mcp-server/node_modules/@ai-sdk/provider": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-2.0.0.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
+        "json-schema": "^0.4.0"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/mongodb-mcp-server/node_modules/ai": {
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+      "resolved": "https://registry.npmjs.org/ai/-/ai-5.0.87.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/gateway": "2.0.6",
+        "@ai-sdk/provider": "2.0.0",
+        "@ai-sdk/provider-utils": "3.0.16",
+        "@opentelemetry/api": "1.9.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
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+    "node_modules/mongodb-mcp-server/node_modules/ai/node_modules/@ai-sdk/gateway": {
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+      "resolved": "https://registry.npmjs.org/@ai-sdk/gateway/-/gateway-2.0.6.tgz",
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+        "@vercel/oidc": "3.0.3"
+      },
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+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
+    "node_modules/mongodb-mcp-server/node_modules/ai/node_modules/@ai-sdk/provider-utils": {
+      "version": "3.0.16",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-3.0.16.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "2.0.0",
+        "@standard-schema/spec": "^1.0.0",
+        "eventsource-parser": "^3.0.6"
+      },
+      "engines": {
+        "node": ">=18"
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+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
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     "node_modules/mongodb-mcp-server/node_modules/data-uri-to-buffer": {
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@@ -27677,6 +27847,53 @@
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       "dev": true
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+    "node_modules/voyage-ai-provider": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/voyage-ai-provider/-/voyage-ai-provider-2.0.0.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "@ai-sdk/provider": "^2.0.0",
+        "@ai-sdk/provider-utils": "^3.0.0"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4"
+      },
+      "peerDependenciesMeta": {
+        "zod": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/voyage-ai-provider/node_modules/@ai-sdk/provider": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-2.0.0.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
+        "json-schema": "^0.4.0"
+      },
+      "engines": {
+        "node": ">=18"
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+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-3.0.16.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "2.0.0",
+        "@standard-schema/spec": "^1.0.0",
+        "eventsource-parser": "^3.0.6"
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     "node_modules/vscode-jsonrpc": {
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diff --git a/package.json b/package.json
index dae69987e..24a1cb669 100644
--- a/package.json
+++ b/package.json
@@ -1425,7 +1425,7 @@
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     "mongodb-data-service": "^22.30.1",
     "mongodb-log-writer": "^2.4.1",
-    "mongodb-mcp-server": "^1.0.3-prerelease.1",
+    "mongodb-mcp-server": "^1.2.0",
     "mongodb-query-parser": "^4.4.2",
     "mongodb-schema": "^12.6.3",
     "node-machine-id": "1.1.12",