diff --git a/js/pnpm-lock.yaml b/js/pnpm-lock.yaml
index 7f3123818d..491847796e 100644
--- a/js/pnpm-lock.yaml
+++ b/js/pnpm-lock.yaml
@@ -171,7 +171,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -181,7 +181,7 @@ importers:
     optionalDependencies:
       '@genkit-ai/firebase':
         specifier: ^1.16.1
-        version: 1.16.1(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
+        version: 1.16.1(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
 
   doc-snippets:
     dependencies:
@@ -249,7 +249,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -261,7 +261,7 @@ importers:
     dependencies:
       '@anthropic-ai/sdk':
         specifier: ^0.71.2
-        version: 0.71.2(zod@3.25.67)
+        version: 0.71.2(zod@3.25.76)
     devDependencies:
       '@types/node':
         specifier: ^20.11.16
@@ -280,7 +280,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -314,7 +314,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.0.2
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.7.0
         version: 4.20.3
@@ -326,7 +326,7 @@ importers:
     dependencies:
       chromadb:
         specifier: 1.8.1
-        version: 1.8.1(encoding@0.1.13)(openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67))
+        version: 1.8.1(encoding@0.1.13)(openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.76))
       genkit:
         specifier: workspace:^
         version: link:../../genkit
@@ -345,7 +345,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -403,7 +403,7 @@ importers:
         version: 29.4.0(@babel/core@7.25.7)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.25.7))(jest-util@29.7.0)(jest@29.7.0(@types/node@20.19.1)(ts-node@10.9.2(@types/node@20.19.1)(typescript@4.9.5)))(typescript@4.9.5)
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -418,7 +418,7 @@ importers:
         version: link:../../genkit
       openai:
         specifier: ^4.95.0
-        version: 4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67)
+        version: 4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.76)
     devDependencies:
       '@jest/globals':
         specifier: ^29.7.0
@@ -437,7 +437,7 @@ importers:
         version: 29.4.0(@babel/core@7.25.7)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.25.7))(jest-util@29.7.0)(jest@29.7.0(@types/node@20.19.1)(ts-node@10.9.2(@types/node@20.19.1)(typescript@5.8.3)))(typescript@5.8.3)
       tsup:
         specifier: ^8.0.2
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@5.8.3)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@5.8.3)(yaml@2.8.2)
       typescript:
         specifier: ^5.4.5
         version: 5.8.3
@@ -465,7 +465,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -505,7 +505,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -551,7 +551,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -603,7 +603,7 @@ importers:
         version: 29.4.0(@babel/core@7.25.7)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.25.7))(jest-util@29.7.0)(jest@29.7.0(@types/node@20.19.1)(ts-node@10.9.2(@types/node@20.19.1)(typescript@4.9.5)))(typescript@4.9.5)
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -691,7 +691,7 @@ importers:
         version: 29.4.0(@babel/core@7.25.7)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.25.7))(jest-util@29.7.0)(jest@29.7.0(@types/node@20.19.1)(ts-node@10.9.2(@types/node@20.19.1)(typescript@4.9.5)))(typescript@4.9.5)
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -731,7 +731,7 @@ importers:
         version: 21.0.0
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -765,7 +765,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -789,7 +789,7 @@ importers:
         version: link:../../genkit
       langchain:
         specifier: ^0.1.36
-        version: 0.1.37(@google-cloud/storage@7.16.0(encoding@0.1.13))(@pinecone-database/pinecone@2.2.2)(chromadb@1.9.2(encoding@0.1.13)(openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67)))(encoding@0.1.13)(fast-xml-parser@4.5.3)(firebase-admin@12.3.1(encoding@0.1.13))(google-auth-library@8.9.0(encoding@0.1.13))(handlebars@4.7.8)(ignore@5.3.1)(jsonwebtoken@9.0.2)(lodash@4.17.21)(pdf-parse@1.1.1)(pg@8.16.2)(ws@8.18.3)
+        version: 0.1.37(@google-cloud/storage@7.18.0(encoding@0.1.13))(@pinecone-database/pinecone@2.2.2)(chromadb@1.9.2(encoding@0.1.13)(openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67)))(encoding@0.1.13)(fast-xml-parser@4.5.3)(firebase-admin@12.3.1(encoding@0.1.13))(google-auth-library@8.9.0(encoding@0.1.13))(handlebars@4.7.8)(ignore@5.3.1)(jsonwebtoken@9.0.2)(lodash@4.17.21)(pdf-parse@1.1.1)(pg@8.16.2)(ws@8.18.3)
     devDependencies:
       '@types/node':
         specifier: ^20.11.16
@@ -802,7 +802,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -845,7 +845,7 @@ importers:
         version: 29.4.0(@babel/core@7.25.7)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.25.7))(jest-util@29.7.0)(jest@29.7.0(@types/node@20.19.1)(ts-node@10.9.2(@types/node@20.19.1)(typescript@5.8.3)))(typescript@5.8.3)
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@5.8.3)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@5.8.3)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -884,7 +884,7 @@ importers:
         version: 29.4.0(@babel/core@7.25.7)(@jest/transform@29.7.0)(@jest/types@29.6.3)(babel-jest@29.7.0(@babel/core@7.25.7))(jest-util@29.7.0)(jest@29.7.0(@types/node@20.19.1)(ts-node@10.9.2(@types/node@20.19.1)(typescript@4.9.5)))(typescript@4.9.5)
       tsup:
         specifier: ^8.0.2
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.7.0
         version: 4.20.3
@@ -915,7 +915,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -946,7 +946,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -970,7 +970,7 @@ importers:
         version: 1.10.0(encoding@0.1.13)
       '@mistralai/mistralai-gcp':
         specifier: ^1.3.5
-        version: 1.5.0(encoding@0.1.13)(zod@3.25.67)
+        version: 1.5.0(encoding@0.1.13)(zod@3.25.76)
       genkit:
         specifier: workspace:^
         version: link:../../genkit
@@ -985,7 +985,7 @@ importers:
         version: 3.3.2
       openai:
         specifier: ^4.52.7
-        version: 4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67)
+        version: 4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.76)
     devDependencies:
       '@types/node':
         specifier: ^20.11.16
@@ -1010,7 +1010,7 @@ importers:
         version: 21.0.0
       tsup:
         specifier: ^8.3.5
-        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.0)
+        version: 8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2)
       tsx:
         specifier: ^4.19.2
         version: 4.20.3
@@ -1057,7 +1057,7 @@ importers:
         version: link:../../plugins/google-genai
       '@google/genai':
         specifier: ^1.30.0
-        version: 1.30.0
+        version: 1.30.0(@modelcontextprotocol/sdk@1.25.2(hono@4.11.3)(zod@3.25.76))
       express:
         specifier: ^4.20.0
         version: 4.21.2
@@ -1072,7 +1072,7 @@ importers:
         version: 1.0.2
       zod-to-json-schema:
         specifier: ^3.24.5
-        version: 3.24.5(zod@3.25.67)
+        version: 3.24.5(zod@3.25.76)
     devDependencies:
       '@types/wav':
         specifier: ^1.0.4
@@ -1088,7 +1088,7 @@ importers:
         version: link:../../plugins/compat-oai
       '@genkit-ai/express':
         specifier: ^1.1.0
-        version: 1.12.0(@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(express@5.1.0)(genkit@genkit)
+        version: 1.12.0(@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(express@5.1.0)(genkit@genkit)
       genkit:
         specifier: workspace:*
         version: link:../../genkit
@@ -1590,8 +1590,8 @@ importers:
         specifier: workspace:*
         version: link:../../plugins/vertexai
       '@modelcontextprotocol/sdk':
-        specifier: ^1.13.0
-        version: 1.15.0
+        specifier: ^1.25.2
+        version: 1.25.2(hono@4.11.3)(zod@3.25.76)
       express:
         specifier: ^5.1.0
         version: 5.1.0
@@ -1616,10 +1616,10 @@ importers:
     devDependencies:
       '@modelcontextprotocol/server-everything':
         specifier: ^2025.5.12
-        version: 2025.7.1
+        version: 2025.7.1(hono@4.11.3)
       '@modelcontextprotocol/server-filesystem':
         specifier: ^2025.3.28
-        version: 2025.7.1(zod@3.25.67)
+        version: 2025.7.1(hono@4.11.3)(zod@3.25.76)
       '@types/express':
         specifier: ^4.17.21
         version: 4.17.23
@@ -1705,7 +1705,7 @@ importers:
         version: link:../../plugins/ollama
       genkitx-openai:
         specifier: ^0.10.1
-        version: 0.10.1(@genkit-ai/ai@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(encoding@0.1.13)(ws@8.18.3)
+        version: 0.10.1(@genkit-ai/ai@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(encoding@0.1.13)(ws@8.18.3)
     devDependencies:
       rimraf:
         specifier: ^6.0.1
@@ -2351,6 +2351,9 @@ packages:
   '@dabh/diagnostics@2.0.3':
     resolution: {integrity: sha512-hrlQOIi7hAfzsMqlGSFyVucrx38O+j6wiGOf//H2ecvIEqYN4ADBSS2iLMh5UFyDunCNniUIPk/q3riFv45xRA==}
 
+  '@dabh/diagnostics@2.0.8':
+    resolution: {integrity: sha512-R4MSXTVnuMzGD7bzHdW2ZhhdPC/igELENcq5IjEverBvq5hn1SXCWcsi6eSsdWP0/Ur+SItRRjAktmdoX/8R/Q==}
+
   '@electric-sql/pglite@0.2.17':
     resolution: {integrity: sha512-qEpKRT2oUaWDH6tjRxLHjdzMqRUGYDnGZlKrnL4dJ77JVMcP2Hpo3NYnOSPKdZdeec57B6QPprCUFg0picx5Pw==}
 
@@ -2516,6 +2519,9 @@ packages:
   '@fastify/busboy@3.1.1':
     resolution: {integrity: sha512-5DGmA8FTdB2XbDeEwc/5ZXBl6UbBAyBOOLlPuBnZ/N1SwdH9Ii+cOX3tBROlDgcTXxjOYnLMVoKk9+FXAw0CJw==}
 
+  '@fastify/busboy@3.2.0':
+    resolution: {integrity: sha512-m9FVDXU3GT2ITSe0UaMA5rU3QkfC/UXtCU8y0gSN/GugTqtVldOBWIB5V6V3sbmenVZUIpU6f+mPEO2+m5iTaA==}
+
   '@firebase/ai@1.4.0':
     resolution: {integrity: sha512-wvF33gtU6TXb6Co8TEC1pcl4dnVstYmRE/vs9XjUGE7he7Sgf5TqSu+EoXk/fuzhw5tKr1LC5eG9KdYFM+eosw==}
     engines: {node: '>=18.0.0'}
@@ -2622,6 +2628,9 @@ packages:
   '@firebase/database-types@1.0.14':
     resolution: {integrity: sha512-8a0Q1GrxM0akgF0RiQHliinhmZd+UQPrxEmUv7MnQBYfVFiLtKOgs3g6ghRt/WEGJHyQNslZ+0PocIwNfoDwKw==}
 
+  '@firebase/database-types@1.0.16':
+    resolution: {integrity: sha512-xkQLQfU5De7+SPhEGAXFBnDryUWhhlFXelEg2YeZOQMCdoe7dL64DDAd77SQsR+6uoXIZY5MB4y/inCs4GTfcw==}
+
   '@firebase/database-types@1.0.6':
     resolution: {integrity: sha512-sMI7IynSZBsyGbUugc8PKE1jwKbnvaieAz/RxuM57PZQNCi6Rteiviwcw/jqZOX6igqYJwXWZ3UzKOZo2nUDRA==}
 
@@ -2754,6 +2763,10 @@ packages:
     resolution: {integrity: sha512-Z4rK23xBCwgKDqmzGVMef+Vb4xso2j5Q8OG0vVL4m4fA5ZjPMYQazu8OJJC3vtQRC3SQ/Pgx/6TPNVsCd70QRw==}
     engines: {node: '>=18.0.0'}
 
+  '@firebase/util@1.13.0':
+    resolution: {integrity: sha512-0AZUyYUfpMNcztR5l09izHwXkZpghLgCUaAGjtMwXnCg3bj4ml5VgiwqOMOxJ+Nw4qN/zJAaOQBcJ7KGkWStqQ==}
+    engines: {node: '>=20.0.0'}
+
   '@firebase/webchannel-wrapper@1.0.3':
     resolution: {integrity: sha512-2xCRM9q9FlzGZCdgDMJwc0gyUkWFtkosy7Xxr6sFgQwn+wMNIWd7xIvYNauU1r64B5L5rsGKy/n9TKJ0aAFeqQ==}
 
@@ -2781,11 +2794,27 @@ packages:
       firebase:
         optional: true
 
+  '@genkit-ai/firebase@1.27.0':
+    resolution: {integrity: sha512-/ChX1A/m9hIrfJLR8oP81+kg+sw9Qa4QMAUAF1UXZhCdiIzBhxDWRlkW4Hp5sotg+cMXlMY1JJKmweK6X0HWDg==}
+    peerDependencies:
+      '@google-cloud/firestore': ^7.11.0
+      firebase: '>=11.5.0'
+      firebase-admin: '>=12.2'
+      genkit: ^1.27.0
+    peerDependenciesMeta:
+      firebase:
+        optional: true
+
   '@genkit-ai/google-cloud@1.16.1':
     resolution: {integrity: sha512-uujjdGr/sra7iKHApufwkt5jGo7CQcRCJNWPgnSg4g179CjtvtZBGjxmFRVBtKzuF61ktkY6E9JoLz83nWEyAA==}
     peerDependencies:
       genkit: ^1.16.1
 
+  '@genkit-ai/google-cloud@1.27.0':
+    resolution: {integrity: sha512-t+vyZDd8Xojp1Se/+oPUoij3H2Hz2iWX/Gxegwfptkh/UemvHp3L7I0hsDe0du8zTBGMHZnhwnVnomgo4QFw+g==}
+    peerDependencies:
+      genkit: ^1.27.0
+
   '@gerrit0/mini-shiki@1.27.2':
     resolution: {integrity: sha512-GeWyHz8ao2gBiUW4OJnQDxXQnFgZQwwQk05t/CVVgNBN7/rK8XZ7xY6YhLVv9tH3VppWWmr9DCl3MwemB/i+Og==}
 
@@ -2813,6 +2842,10 @@ packages:
     resolution: {integrity: sha512-ZxOdH8Wr01hBDvKCQfMWqwUcfNcN3JY19k1LtS1fTFhEyorYPLsbWN+VxIRL46pOYGHTPkU3Or5HbT/SLQM5nA==}
     engines: {node: '>=14.0.0'}
 
+  '@google-cloud/firestore@7.11.6':
+    resolution: {integrity: sha512-EW/O8ktzwLfyWBOsNuhRoMi8lrC3clHM5LVFhGvO1HCsLozCOOXRAlHrYBoE6HL42Sc8yYMuCb2XqcnJ4OOEpw==}
+    engines: {node: '>=14.0.0'}
+
   '@google-cloud/logging-winston@6.0.1':
     resolution: {integrity: sha512-tgA/qe/aGZITMrJ/5Tuykv234pLb/Qo6iDZ8SDkjbsiIy69mLQmbphrUd/IqnE17BSDfrwDUckvWdghiy8b+Qg==}
     engines: {node: '>=14.0.0'}
@@ -2879,6 +2912,10 @@ packages:
     resolution: {integrity: sha512-7/5LRgykyOfQENcm6hDKP8SX/u9XxE5YOiWOkgkwcoO+cG8xT/cyOvp9wwN3IxfdYgpHs8CE7Nq2PKX2lNaEXw==}
     engines: {node: '>=14'}
 
+  '@google-cloud/storage@7.18.0':
+    resolution: {integrity: sha512-r3ZwDMiz4nwW6R922Z1pwpePxyRwE5GdevYX63hRmAQUkUQJcBH/79EnQPDv5cOv1mFBgevdNWQfi3tie3dHrQ==}
+    engines: {node: '>=14'}
+
   '@google-cloud/vertexai@1.10.0':
     resolution: {integrity: sha512-HqYqoivNtkq59po8m7KI0n+lWKdz4kabENncYQXZCX/hBWJfXtKAfR/2nUQsP+TwSfHKoA7zDL2RrJYIv/j3VQ==}
     engines: {node: '>=18.0.0'}
@@ -2939,6 +2976,12 @@ packages:
     engines: {node: '>=6'}
     hasBin: true
 
+  '@hono/node-server@1.19.7':
+    resolution: {integrity: sha512-vUcD0uauS7EU2caukW8z5lJKtoGMokxNbJtBiwHgpqxEXokaHCBkQUmCHhjFB1VUTWdqj25QoMkMKzgjq+uhrw==}
+    engines: {node: '>=18.14.1'}
+    peerDependencies:
+      hono: ^4
+
   '@img/colour@1.0.0':
     resolution: {integrity: sha512-A5P/LfWGFSl6nsckYtjw9da+19jB8hkJ6ACTGcDfEJ0aE+l2n2El7dsVM7UVHZQ9s2lmYMWlrS21YLy2IR1LUw==}
     engines: {node: '>=18'}
@@ -3185,6 +3228,9 @@ packages:
   '@jridgewell/sourcemap-codec@1.5.0':
     resolution: {integrity: sha512-gv3ZRaISU3fjPAgNsriBRqGWQL6quFx04YMPW/zD8XMLsU32mhCCbfbO6KZFLjvYpCZ8zyDEgqsgf+PwPaM7GQ==}
 
+  '@jridgewell/sourcemap-codec@1.5.5':
+    resolution: {integrity: sha512-cYQ9310grqxueWbl+WuIUIaiUaDcj7WOq5fVhEljNVgRfOUhY9fy2zTvfoqWsnebh8Sl70VScFbICvJnLKB0Og==}
+
   '@jridgewell/trace-mapping@0.3.25':
     resolution: {integrity: sha512-vNk6aEwybGtawWmy/PzwnGDOjCkLWSD2wqvjGGAgOAwCGWySYXfYoxt00IJkTF+8Lb57DwOb3Aa0o9CApepiYQ==}
 
@@ -3512,6 +3558,16 @@ packages:
     resolution: {integrity: sha512-67hnl/ROKdb03Vuu0YOr+baKTvf1/5YBHBm9KnZdjdAh8hjt4FRCPD5ucwxGB237sBpzlqQsLy1PFu7z/ekZ9Q==}
     engines: {node: '>=18'}
 
+  '@modelcontextprotocol/sdk@1.25.2':
+    resolution: {integrity: sha512-LZFeo4F9M5qOhC/Uc1aQSrBHxMrvxett+9KLHt7OhcExtoiRN9DKgbZffMP/nxjutWDQpfMDfP3nkHI4X9ijww==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      '@cfworker/json-schema': ^4.1.1
+      zod: ^3.25 || ^4.0
+    peerDependenciesMeta:
+      '@cfworker/json-schema':
+        optional: true
+
   '@modelcontextprotocol/server-everything@2025.7.1':
     resolution: {integrity: sha512-7mUqPO7mwJLhhv8KVMKVrCA/RZNXH14dCVHpfuESRlP+3QWWxjZo2IljdSiWJoBJcjqsjRnDS5rVWpOv74WvJg==}
     hasBin: true
@@ -4283,6 +4339,9 @@ packages:
   '@sinonjs/samsam@8.0.2':
     resolution: {integrity: sha512-v46t/fwnhejRSFTGqbpn9u+LQ9xJDse10gNnPgAcxgdoCDMXj/G2asWAC/8Qs+BAZDicX+MNZouXT1A7c83kVw==}
 
+  '@so-ric/colorspace@1.1.6':
+    resolution: {integrity: sha512-/KiKkpHNOBgkFJwu9sh48LkHSMYGyuTcSFK/qMBdnOAlrRJzRSXAOFB5qwzaVQuDl8wAvHVMkaASQDReTahxuw==}
+
   '@swc/helpers@0.5.15':
     resolution: {integrity: sha512-JQ5TuMi45Owi4/BIMAJBoSQoOJu12oOk/gADqlcUL9JEdHB8vyjUSsxqeNXnmXHjYKMi2WcYtezGEEhqUI/E2g==}
 
@@ -4293,8 +4352,8 @@ packages:
   '@tootallnate/quickjs-emscripten@0.23.0':
     resolution: {integrity: sha512-C5Mc6rdnsaJDjO3UpGW/CQTHtCKaYlScZTly4JIu97Jxo/odCiH0ITnDXSJPTOrEKk/ycSZ0AOgTmkDtkOsvIA==}
 
-  '@tsconfig/node10@1.0.11':
-    resolution: {integrity: sha512-DcRjDCujK/kCk/cUe8Xz8ZSpm8mS3mNNpta+jGCA6USEDfktlNvm1+IuZ9eTcDbNk41BHwpHHeW+N1lKCz4zOw==}
+  '@tsconfig/node10@1.0.12':
+    resolution: {integrity: sha512-UCYBaeFvM11aU2y3YPZ//O5Rhj+xKyzy7mvcIoAjASbigy8mHMryP5cK7dgjlz2hWxh1g5pLw084E0a/wlUSFQ==}
 
   '@tsconfig/node12@1.0.11':
     resolution: {integrity: sha512-cqefuRsh12pWyGsIoBKJA9luFu3mRxCA+ORZvA4ktLSzIuCUtWVxGIuXigEwO5/ywWFMZ2QEGKWvkZG1zDMTag==}
@@ -4424,9 +4483,15 @@ packages:
   '@types/node@20.19.1':
     resolution: {integrity: sha512-jJD50LtlD2dodAEO653i3YF04NWak6jN3ky+Ri3Em3mGR39/glWiboM/IePaRbgwSfqM1TpGXfAg8ohn/4dTgA==}
 
+  '@types/node@20.19.27':
+    resolution: {integrity: sha512-N2clP5pJhB2YnZJ3PIHFk5RkygRX5WO/5f0WC08tp0wd+sv0rsJk3MqWn3CbNmT2J505a5336jaQj4ph1AdMug==}
+
   '@types/node@22.15.32':
     resolution: {integrity: sha512-3jigKqgSjsH6gYZv2nEsqdXfZqIFGAV36XYYjf9KGZ3PSG+IhLecqPnI310RvjutyMwifE2hhhNEklOUrvx/wA==}
 
+  '@types/node@22.19.3':
+    resolution: {integrity: sha512-1N9SBnWYOJTrNZCdh/yJE+t910Y128BoyY+zBLWhL3r0TYzlTmFdXrPwHL9DyFZmlEXNQQolTZh3KHV31QDhyA==}
+
   '@types/pdf-parse@1.1.5':
     resolution: {integrity: sha512-kBfrSXsloMnUJOKi25s3+hRmkycHfLK6A09eRGqF/N8BkQoPUmaCr+q8Cli5FnfohEz/rsv82zAiPz/LXtOGhA==}
 
@@ -4776,6 +4841,10 @@ packages:
     resolution: {integrity: sha512-7rAxByjUMqQ3/bHJy7D6OGXvx/MMc4IqBn/X0fcM1QUcAItpZrBEYhWGem+tzXH90c+G01ypMcYJBO9Y30203g==}
     engines: {node: '>= 0.8', npm: 1.2.8000 || >= 1.4.16}
 
+  body-parser@1.20.4:
+    resolution: {integrity: sha512-ZTgYYLMOXY9qKU/57FAo8F+HA2dGX7bqGc71txDRC1rS4frdFI5R7NhluHxH6M0YItAP0sHB4uqAOcYKxO6uGA==}
+    engines: {node: '>= 0.8', npm: 1.2.8000 || >= 1.4.16}
+
   body-parser@2.2.0:
     resolution: {integrity: sha512-02qvAaxv8tp7fBa/mw1ga98OGm+eCbqzJOKoRt70sLmfEEi+jyBYVTDGfCL/k06/4EMk/z01gCe7HoCH/f2LTg==}
     engines: {node: '>=18'}
@@ -5034,18 +5103,34 @@ packages:
     resolution: {integrity: sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==}
     engines: {node: '>=7.0.0'}
 
+  color-convert@3.1.3:
+    resolution: {integrity: sha512-fasDH2ont2GqF5HpyO4w0+BcewlhHEZOFn9c1ckZdHpJ56Qb7MHhH/IcJZbBGgvdtwdwNbLvxiBEdg336iA9Sg==}
+    engines: {node: '>=14.6'}
+
   color-name@1.1.3:
     resolution: {integrity: sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw==}
 
   color-name@1.1.4:
     resolution: {integrity: sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==}
 
+  color-name@2.1.0:
+    resolution: {integrity: sha512-1bPaDNFm0axzE4MEAzKPuqKWeRaT43U/hyxKPBdqTfmPF+d6n7FSoTFxLVULUJOmiLp01KjhIPPH+HrXZJN4Rg==}
+    engines: {node: '>=12.20'}
+
   color-string@1.9.1:
     resolution: {integrity: sha512-shrVawQFojnZv6xM40anx4CkoDP+fZsw/ZerEMsW/pyzsRbElpsL/DBVW7q3ExxwusdNXI3lXpuhEZkzs8p5Eg==}
 
+  color-string@2.1.4:
+    resolution: {integrity: sha512-Bb6Cq8oq0IjDOe8wJmi4JeNn763Xs9cfrBcaylK1tPypWzyoy2G3l90v9k64kjphl/ZJjPIShFztenRomi8WTg==}
+    engines: {node: '>=18'}
+
   color@3.2.1:
     resolution: {integrity: sha512-aBl7dZI9ENN6fUGC7mWpMTPNHmWUSNan9tuWN6ahh5ZLNk9baLJOnSMlrQkHcrfFgz2/RigjUVAjdx36VcemKA==}
 
+  color@5.0.3:
+    resolution: {integrity: sha512-ezmVcLR3xAVp8kYOm4GS45ZLLgIE6SPAFoduLr6hTDajwb3KZ2F46gulK3XpcwRFb5KKGCSezCBAY4Dw4HsyXA==}
+    engines: {node: '>=18'}
+
   colorette@2.0.19:
     resolution: {integrity: sha512-3tlv/dIP7FWvj3BsbHrGLJ6l/oKh1O3TcgBqMn+yyCagOxc23fyzDS6HypQbgxWbkpDnf52p1LuR4eWDQ/K9WQ==}
 
@@ -5138,6 +5223,9 @@ packages:
   cookie-signature@1.0.6:
     resolution: {integrity: sha512-QADzlaHc8icV8I7vbaJXJwod9HWYp8uCqf1xa4OfNu1T7JVxQIrUgOWtHdNDtPiywmFbiS12VjotIXLrKM3orQ==}
 
+  cookie-signature@1.0.7:
+    resolution: {integrity: sha512-NXdYc3dLr47pBkpUCHtKSwIOQXLVn8dZEuywboCOJY/osA0wFSLlSawr3KN8qXJEyX66FcONTH8EIlVuK0yyFA==}
+
   cookie-signature@1.2.2:
     resolution: {integrity: sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==}
     engines: {node: '>=6.6.0'}
@@ -5376,6 +5464,9 @@ packages:
   dotprompt@1.1.1:
     resolution: {integrity: sha512-xll31JxDiE7FaF030t0Dx4EMSV60Qn/pONDn6Hs5bBBeEANbtqIu6fPfaAOoSNbF1Y9TK+pj9Xnvud7G7GHpaA==}
 
+  dotprompt@1.1.2:
+    resolution: {integrity: sha512-24EU+eORQbPywBicIP44BiqykzEXFwZq1ZQKO5TEr9KrrENyDA7I1NzqhtmmEdQVfAXka0DEbSLPN5nerCqJ8A==}
+
   dunder-proto@1.0.1:
     resolution: {integrity: sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A==}
     engines: {node: '>= 0.4'}
@@ -5561,10 +5652,18 @@ packages:
     resolution: {integrity: sha512-T1C0XCUimhxVQzW4zFipdx0SficT651NnkR0ZSH3yQwh+mFMdLfgjABVi4YtMTtaL4s168593DaoaRLMqryavA==}
     engines: {node: '>=18.0.0'}
 
+  eventsource-parser@3.0.6:
+    resolution: {integrity: sha512-Vo1ab+QXPzZ4tCa8SwIHJFaSzy4R6SHf7BY79rFBDf0idraZWAkYrDjDj8uWaSm3S2TK+hJ7/t1CEmZ7jXw+pg==}
+    engines: {node: '>=18.0.0'}
+
   eventsource@3.0.5:
     resolution: {integrity: sha512-LT/5J605bx5SNyE+ITBDiM3FxffBiq9un7Vx0EwMDM3vg8sWKx/tO2zC+LMqZ+smAM0F2hblaDZUVZF0te2pSw==}
     engines: {node: '>=18.0.0'}
 
+  eventsource@3.0.7:
+    resolution: {integrity: sha512-CRT1WTyuQoD771GW56XEZFQ/ZoSfWid1alKGDYMmkt2yl8UXrVR4pspqWNEcqKvVIzg6PAltWjxcSSPrboA4iA==}
+    engines: {node: '>=18.0.0'}
+
   execa@5.1.1:
     resolution: {integrity: sha512-8uSpZZocAZRBAPIEINJj3Lo9HyGitllczc27Eh5YYojjMFMn8yHMDMaUHE2Jqfq05D/wucwI4JGURyXt1vchyg==}
     engines: {node: '>=10'}
@@ -5597,10 +5696,20 @@ packages:
     peerDependencies:
       express: ^4.11 || 5 || ^5.0.0-beta.1
 
+  express-rate-limit@7.5.1:
+    resolution: {integrity: sha512-7iN8iPMDzOMHPUYllBEsQdWVB6fPDMPqwjBaFrgr4Jgr/+okjvzAy+UHlYYL/Vs0OsOrMkwS6PJDkFlJwoxUnw==}
+    engines: {node: '>= 16'}
+    peerDependencies:
+      express: '>= 4.11'
+
   express@4.21.2:
     resolution: {integrity: sha512-28HqgMZAmih1Czt9ny7qr6ek2qddF4FclbMzwhCREB6OFfH+rXAnuNCwo1/wFvrtbgsQDb4kSbX9de9lFbrXnA==}
     engines: {node: '>= 0.10.0'}
 
+  express@4.22.1:
+    resolution: {integrity: sha512-F2X8g9P1X7uCPZMA3MVf9wcTqlyNp7IhH5qPCI0izhaOIYXaW9L535tGA3qmjRzpH+bZczqq7hVKxTR4NWnu+g==}
+    engines: {node: '>= 0.10.0'}
+
   express@5.1.0:
     resolution: {integrity: sha512-DT9ck5YIRU+8GYzzU5kT3eHGA5iL+1Zd0EutOmTE9Dtk+Tvuzd23VBU+ec7HPNSTxXYO55gPV/hq4pSBJDjFpA==}
     engines: {node: '>= 18'}
@@ -5679,6 +5788,10 @@ packages:
     resolution: {integrity: sha512-6BN9trH7bp3qvnrRyzsBz+g3lZxTNZTbVO2EV1CS0WIcDbawYVdYvGflME/9QP0h0pYlCDBCTjYa9nZzMDpyxQ==}
     engines: {node: '>= 0.8'}
 
+  finalhandler@1.3.2:
+    resolution: {integrity: sha512-aA4RyPcd3badbdABGDuTXCMTtOneUCAYH/gxoYRTZlIJdF0YPWuGqiAsIrhNnnqdXGswYk6dGujem4w80UJFhg==}
+    engines: {node: '>= 0.8'}
+
   finalhandler@2.1.0:
     resolution: {integrity: sha512-/t88Ty3d5JWQbWYgaOGCCYfXRwV1+be02WqYYlL6h0lEiUAMPM8o8qKGO01YIkOHzka2up08wvgYD0mDiI+q3Q==}
     engines: {node: '>= 0.8'}
@@ -6059,6 +6172,10 @@ packages:
   highlight.js@10.7.3:
     resolution: {integrity: sha512-tzcUFauisWKNHaRkN4Wjl/ZA07gENAjFl3J/c480dprkGTg5EQstgaNFqBfUqCq54kZRIEcreTsAgF/m2quD7A==}
 
+  hono@4.11.3:
+    resolution: {integrity: sha512-PmQi306+M/ct/m5s66Hrg+adPnkD5jiO6IjA7WhWw0gSBSo1EcRegwuI1deZ+wd5pzCGynCcn2DprnE4/yEV4w==}
+    engines: {node: '>=16.9.0'}
+
   hosted-git-info@2.8.9:
     resolution: {integrity: sha512-mxIDAb9Lsm6DoOJ7xH+5+X4y1LU/4Hi50L9C5sIswK3JzULS4bwk1FvjdBgvYR4bzT4tuUQiC15FE2f5HbLvYw==}
 
@@ -6075,6 +6192,10 @@ packages:
     resolution: {integrity: sha512-FtwrG/euBzaEjYeRqOgly7G0qviiXoJWnvEH2Z1plBdXgbyjv34pHTSb9zoeHMyDy33+DWy5Wt9Wo+TURtOYSQ==}
     engines: {node: '>= 0.8'}
 
+  http-errors@2.0.1:
+    resolution: {integrity: sha512-4FbRdAX+bSdmo4AUFuS0WNiPz8NgFt+r8ThgNWmlrjQjt1Q7ZR9+zTlce2859x4KSXrwIsaeTqDoKQmtP8pLmQ==}
+    engines: {node: '>= 0.8'}
+
   http-parser-js@0.5.10:
     resolution: {integrity: sha512-Pysuw9XpUq5dVc/2SMHpuTY01RFl8fttgcyunjL7eEMhGM3cI4eOmiCycJDVCo/7O7ClfQD3SaI6ftDzqOXYMA==}
 
@@ -6581,12 +6702,12 @@ packages:
   join-path@1.1.1:
     resolution: {integrity: sha512-jnt9OC34sLXMLJ6YfPQ2ZEKrR9mB5ZbSnQb4LPaOx1c5rTzxpR33L18jjp0r75mGGTJmsil3qwN1B5IBeTnSSA==}
 
-  jose@4.15.5:
-    resolution: {integrity: sha512-jc7BFxgKPKi94uOvEmzlSWFFe2+vASyXaKUpdQKatWAESU2MWjDfFf0fdfc83CDKcA5QecabZeNLyfhe3yKNkg==}
-
   jose@4.15.9:
     resolution: {integrity: sha512-1vUQX+IdDMVPj4k8kOxgUqlcK518yluMuGZwqlr44FS1ppZB/5GWh4rZG89erpOBOJjU/OBsnCVFfapsRz6nEA==}
 
+  jose@6.1.3:
+    resolution: {integrity: sha512-0TpaTfihd4QMNwrz/ob2Bp7X04yuxJkjRGi4aKmOqwhov54i6u79oCv7T+C7lo70MKH6BesI3vscD1yb/yzKXQ==}
+
   joycon@3.1.1:
     resolution: {integrity: sha512-34wB/Y7MW7bzjKRjUKTa46I2Z7eV62Rkhva+KkopW7Qvv/OSWBqvkSY7vusOPrNuZcUG3tApvdVgNB8POj3SPw==}
     engines: {node: '>=10'}
@@ -6642,6 +6763,9 @@ packages:
   json-schema-traverse@1.0.0:
     resolution: {integrity: sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==}
 
+  json-schema-typed@8.0.2:
+    resolution: {integrity: sha512-fQhoXdcvc3V28x7C7BMs4P5+kNlgUURe2jmUT1T//oBRMDrqy1QPelJimwZGo7Hg9VPV3EQV5Bnq4hbFy2vetA==}
+
   json-schema@0.4.0:
     resolution: {integrity: sha512-es94M3nTIfsEPisRafak+HDLfHXnKBhV3vU5eqPcS3flIWqcxJWgXHXiey3YrpaNsanY5ei1VoYEbOzijuq9BA==}
 
@@ -6676,6 +6800,9 @@ packages:
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+  jwa@2.0.1:
+    resolution: {integrity: sha512-hRF04fqJIP8Abbkq5NKGN0Bbr3JxlQ+qhZufXVr0DvujKy93ZCbXZMHDL4EOtodSbCWxOqR8MS1tXA5hwqCXDg==}
+
   jwks-rsa@3.1.0:
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     engines: {node: '>=14'}
@@ -6690,6 +6817,9 @@ packages:
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+  jws@4.0.1:
+    resolution: {integrity: sha512-EKI/M/yqPncGUUh44xz0PxSidXFr/+r0pA70+gIYhjv+et7yxM+s29Y+VGDkovRofQem0fs7Uvf4+YmAdyRduA==}
+
   kind-of@3.2.2:
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     engines: {node: '>=0.10.0'}
@@ -7373,6 +7503,10 @@ packages:
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     engines: {node: '>= 6.13.0'}
 
+  node-forge@1.3.3:
+    resolution: {integrity: sha512-rLvcdSyRCyouf6jcOIPe/BgwG/d7hKjzMKOas33/pHEr6gbq18IK9zV7DiPvzsz0oBJPme6qr6H6kGZuI9/DZg==}
+    engines: {node: '>= 6.13.0'}
+
   node-gyp@11.5.0:
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     engines: {node: ^18.17.0 || >=20.5.0}
@@ -7716,6 +7850,10 @@ packages:
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     engines: {node: '>=16.20.0'}
 
+  pkce-challenge@5.0.1:
+    resolution: {integrity: sha512-wQ0b/W4Fr01qtpHlqSqspcj3EhBvimsdh0KlHhH8HRZnMsEa0ea2fTULOXOS9ccQr3om+GcGRk4e+isrZWV8qQ==}
+    engines: {node: '>=16.20.0'}
+
   pkg-dir@4.2.0:
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     engines: {node: '>=8'}
@@ -7829,6 +7967,10 @@ packages:
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     engines: {node: '>=12.0.0'}
 
+  protobufjs@7.5.4:
+    resolution: {integrity: sha512-CvexbZtbov6jW2eXAvLukXjXUW1TzFaivC46BpWc/3BpcCysb5Vffu+B3XHMm8lVEuy2Mm4XGex8hBSg1yapPg==}
+    engines: {node: '>=12.0.0'}
+
   proxy-addr@2.0.7:
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     engines: {node: '>= 0.10'}
@@ -7872,6 +8014,10 @@ packages:
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     engines: {node: '>=0.6'}
 
+  qs@6.14.1:
+    resolution: {integrity: sha512-4EK3+xJl8Ts67nLYNwqw/dsFVnCf+qR7RgXSK9jEEm9unao3njwMDdmsdvoKBKHzxd7tCYz5e5M+SnMjdtXGQQ==}
+    engines: {node: '>=0.6'}
+
   queue-microtask@1.2.3:
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@@ -7890,10 +8036,18 @@ packages:
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     engines: {node: '>= 0.8'}
 
+  raw-body@2.5.3:
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+    engines: {node: '>= 0.8'}
+
   raw-body@3.0.0:
     resolution: {integrity: sha512-RmkhL8CAyCRPXCE28MMH0z2PNWQBNk2Q09ZdxM9IOOXwxwZbN+qbWaatPkdkWIKL2ZVDImrN/pK5HTRz2PcS4g==}
     engines: {node: '>= 0.8'}
 
+  raw-body@3.0.2:
+    resolution: {integrity: sha512-K5zQjDllxWkf7Z5xJdV0/B0WTNqx6vxG70zJE4N0kBs4LovmEYWJzQGxC9bS9RAKu3bgM40lrd5zoLJ12MQ5BA==}
+    engines: {node: '>= 0.10'}
+
   rc@1.2.8:
     resolution: {integrity: sha512-y3bGgqKj3QBdxLbLkomlohkvsA8gdAiUQlSBJnBhfn+BPxg4bc62d8TcBW15wavDfgexCgccckhcZvywyQYPOw==}
     hasBin: true
@@ -8072,6 +8226,10 @@ packages:
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     engines: {node: '>=10'}
 
+  safe-stable-stringify@2.5.0:
+    resolution: {integrity: sha512-b3rppTKm9T+PsVCBEOUR46GWI7fdOs00VKZ1+9c1EWDaDMvjQc6tUwuFyIprgGgTcWoVHSKrU8H31ZHA2e0RHA==}
+    engines: {node: '>=10'}
+
   safer-buffer@2.1.2:
     resolution: {integrity: sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==}
 
@@ -8109,6 +8267,10 @@ packages:
     resolution: {integrity: sha512-dW41u5VfLXu8SJh5bwRmyYUbAoSB3c9uQh6L8h/KtsFREPWpbX1lrljJo186Jc4nmci/sGUZ9a0a0J2zgfq2hw==}
     engines: {node: '>= 0.8.0'}
 
+  send@0.19.2:
+    resolution: {integrity: sha512-VMbMxbDeehAxpOtWJXlcUS5E8iXh6QmN+BkRX1GARS3wRaXEEgzCcB10gTQazO42tpNIya8xIyNx8fll1OFPrg==}
+    engines: {node: '>= 0.8.0'}
+
   send@1.2.0:
     resolution: {integrity: sha512-uaW0WwXKpL9blXE2o0bRhoL2EGXIrZxQ2ZQ4mgcfoBxdFmQold+qWsD2jLrfZ0trjKL6vOw0j//eAwcALFjKSw==}
     engines: {node: '>= 18'}
@@ -8117,6 +8279,10 @@ packages:
     resolution: {integrity: sha512-VqpjJZKadQB/PEbEwvFdO43Ax5dFBZ2UECszz8bQ7pi7wt//PWe1P6MN7eCnjsatYtBT6EuiClbjSWP2WrIoTw==}
     engines: {node: '>= 0.8.0'}
 
+  serve-static@1.16.3:
+    resolution: {integrity: sha512-x0RTqQel6g5SY7Lg6ZreMmsOzncHFU7nhnRWkKgWuMTu5NN0DR5oruckMqRvacAN9d5w6ARnRBXl9xhDCgfMeA==}
+    engines: {node: '>= 0.8.0'}
+
   serve-static@2.2.0:
     resolution: {integrity: sha512-61g9pCh0Vnh7IutZjtLGGpTA355+OPn2TyDv/6ivP2h/AdAVX9azsoxmg2/M6nZeQZNYBEwIcsne1mJd9oQItQ==}
     engines: {node: '>= 18'}
@@ -8272,6 +8438,10 @@ packages:
     resolution: {integrity: sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ==}
     engines: {node: '>= 0.8'}
 
+  statuses@2.0.2:
+    resolution: {integrity: sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw==}
+    engines: {node: '>= 0.8'}
+
   stop-iteration-iterator@1.1.0:
     resolution: {integrity: sha512-eLoXW/DHyl62zxY4SCaIgnRhuMr6ri4juEYARS8E6sCEqzKpOiE521Ucofdx+KnDZl5xmvGYaaKCk5FEOxJCoQ==}
     engines: {node: '>= 0.4'}
@@ -8906,6 +9076,10 @@ packages:
     resolution: {integrity: sha512-DLiFIXYC5fMPxaRg832S6F5mJYvePtmO5G9v9IgUFPhXm9/GkXarH/TUrBAVzhTCzAj9anE/+GjrgXp/54nOgw==}
     engines: {node: '>= 12.0.0'}
 
+  winston@3.19.0:
+    resolution: {integrity: sha512-LZNJgPzfKR+/J3cHkxcpHKpKKvGfDZVPS4hfJCc4cCG0CgYzvlD6yE/S3CIL/Yt91ak327YCpiF/0MyeZHEHKA==}
+    engines: {node: '>= 12.0.0'}
+
   wordwrap@1.0.0:
     resolution: {integrity: sha512-gvVzJFlPycKc5dZN4yPkP8w7Dc37BtP1yczEneOb4uq34pXZcvrtRTmWV8W+Ume+XCxKgbjM+nevkyFPMybd4Q==}
 
@@ -8993,6 +9167,11 @@ packages:
     engines: {node: '>= 14.6'}
     hasBin: true
 
+  yaml@2.8.2:
+    resolution: {integrity: sha512-mplynKqc1C2hTVYxd0PU2xQAc22TI1vShAYGksCCfxbn/dFwnHTNi1bvYsBTkhdUNtGIf5xNOg938rrSSYvS9A==}
+    engines: {node: '>= 14.6'}
+    hasBin: true
+
   yargs-parser@20.2.9:
     resolution: {integrity: sha512-y11nGElTIV+CT3Zv9t7VKl+Q3hTQoT9a1Qzezhhl6Rp21gJ/IVTW7Z3y9EWXhuUBC2Shnf+DX0antecpAwSP8w==}
     engines: {node: '>=10'}
@@ -9026,12 +9205,20 @@ packages:
     peerDependencies:
       zod: ^3.24.1
 
+  zod-to-json-schema@3.25.1:
+    resolution: {integrity: sha512-pM/SU9d3YAggzi6MtR4h7ruuQlqKtad8e9S0fmxcMi+ueAK5Korys/aWcV9LIIHTVbj01NdzxcnXSN+O74ZIVA==}
+    peerDependencies:
+      zod: ^3.25 || ^4
+
   zod@3.22.4:
     resolution: {integrity: sha512-iC+8Io04lddc+mVqQ9AZ7OQ2MrUKGN+oIQyq1vemgt46jwCwLfhq7/pwnBnNXXXZb8VTVLKwp9EDkx+ryxIWmg==}
 
   zod@3.25.67:
     resolution: {integrity: sha512-idA2YXwpCdqUSKRCACDE6ItZD9TZzy3OZMtpfLoh6oPR47lipysRrJfjzMqFxQ3uJuUPyUeWe1r9vLH33xO/Qw==}
 
+  zod@3.25.76:
+    resolution: {integrity: sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==}
+
 snapshots:
 
   '@ampproject/remapping@2.3.0':
@@ -9052,11 +9239,11 @@ snapshots:
     transitivePeerDependencies:
       - encoding
 
-  '@anthropic-ai/sdk@0.71.2(zod@3.25.67)':
+  '@anthropic-ai/sdk@0.71.2(zod@3.25.76)':
     dependencies:
       json-schema-to-ts: 3.1.1
     optionalDependencies:
-      zod: 3.25.67
+      zod: 3.25.76
 
   '@anthropic-ai/sdk@0.9.1(encoding@0.1.13)':
     dependencies:
@@ -9306,6 +9493,13 @@ snapshots:
       enabled: 2.0.0
       kuler: 2.0.0
 
+  '@dabh/diagnostics@2.0.8':
+    dependencies:
+      '@so-ric/colorspace': 1.1.6
+      enabled: 2.0.0
+      kuler: 2.0.0
+    optional: true
+
   '@electric-sql/pglite@0.2.17': {}
 
   '@emnapi/runtime@1.7.1':
@@ -9394,6 +9588,9 @@ snapshots:
 
   '@fastify/busboy@3.1.1': {}
 
+  '@fastify/busboy@3.2.0':
+    optional: true
+
   '@firebase/ai@1.4.0(@firebase/app-types@0.9.3)(@firebase/app@0.13.1)':
     dependencies:
       '@firebase/app': 0.13.1
@@ -9549,6 +9746,12 @@ snapshots:
       '@firebase/app-types': 0.9.3
       '@firebase/util': 1.12.0
 
+  '@firebase/database-types@1.0.16':
+    dependencies:
+      '@firebase/app-types': 0.9.3
+      '@firebase/util': 1.13.0
+    optional: true
+
   '@firebase/database-types@1.0.6':
     dependencies:
       '@firebase/app-types': 0.9.2
@@ -9762,15 +9965,20 @@ snapshots:
     dependencies:
       tslib: 2.8.1
 
+  '@firebase/util@1.13.0':
+    dependencies:
+      tslib: 2.8.1
+    optional: true
+
   '@firebase/webchannel-wrapper@1.0.3': {}
 
-  '@genkit-ai/ai@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))':
+  '@genkit-ai/ai@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))':
     dependencies:
-      '@genkit-ai/core': 1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
+      '@genkit-ai/core': 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
       '@opentelemetry/api': 1.9.0
-      '@types/node': 20.19.1
+      '@types/node': 20.19.27
       colorette: 2.0.20
-      dotprompt: 1.1.1
+      dotprompt: 1.1.2
       json5: 2.2.3
       node-fetch: 3.3.2
       partial-json: 0.1.7
@@ -9785,13 +9993,13 @@ snapshots:
       - supports-color
     optional: true
 
-  '@genkit-ai/ai@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)':
+  '@genkit-ai/ai@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)':
     dependencies:
-      '@genkit-ai/core': 1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)
+      '@genkit-ai/core': 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)
       '@opentelemetry/api': 1.9.0
-      '@types/node': 20.19.1
+      '@types/node': 20.19.27
       colorette: 2.0.20
-      dotprompt: 1.1.1
+      dotprompt: 1.1.2
       json5: 2.2.3
       node-fetch: 3.3.2
       partial-json: 0.1.7
@@ -9805,7 +10013,7 @@ snapshots:
       - genkit
       - supports-color
 
-  '@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))':
+  '@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))':
     dependencies:
       '@opentelemetry/api': 1.9.0
       '@opentelemetry/context-async-hooks': 1.25.1(@opentelemetry/api@1.9.0)
@@ -9818,16 +10026,16 @@ snapshots:
       ajv: 8.17.1
       ajv-formats: 3.0.1(ajv@8.17.1)
       async-mutex: 0.5.0
-      body-parser: 1.20.3
+      body-parser: 1.20.4
       cors: 2.8.5
-      dotprompt: 1.1.1
-      express: 4.21.2
+      dotprompt: 1.1.2
+      express: 4.22.1
       get-port: 5.1.1
       json-schema: 0.4.0
-      zod: 3.25.67
-      zod-to-json-schema: 3.24.5(zod@3.25.67)
+      zod: 3.25.76
+      zod-to-json-schema: 3.25.1(zod@3.25.76)
     optionalDependencies:
-      '@genkit-ai/firebase': 1.16.1(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
+      '@genkit-ai/firebase': 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
     transitivePeerDependencies:
       - '@google-cloud/firestore'
       - encoding
@@ -9837,7 +10045,7 @@ snapshots:
       - supports-color
     optional: true
 
-  '@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)':
+  '@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)':
     dependencies:
       '@opentelemetry/api': 1.9.0
       '@opentelemetry/context-async-hooks': 1.25.1(@opentelemetry/api@1.9.0)
@@ -9850,16 +10058,16 @@ snapshots:
       ajv: 8.17.1
       ajv-formats: 3.0.1(ajv@8.17.1)
       async-mutex: 0.5.0
-      body-parser: 1.20.3
+      body-parser: 1.20.4
       cors: 2.8.5
-      dotprompt: 1.1.1
-      express: 4.21.2
+      dotprompt: 1.1.2
+      express: 4.22.1
       get-port: 5.1.1
       json-schema: 0.4.0
-      zod: 3.25.67
-      zod-to-json-schema: 3.24.5(zod@3.25.67)
+      zod: 3.25.76
+      zod-to-json-schema: 3.25.1(zod@3.25.76)
     optionalDependencies:
-      '@genkit-ai/firebase': 1.16.1(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)
+      '@genkit-ai/firebase': 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)
     transitivePeerDependencies:
       - '@google-cloud/firestore'
       - encoding
@@ -9868,9 +10076,9 @@ snapshots:
       - genkit
       - supports-color
 
-  '@genkit-ai/express@1.12.0(@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(express@5.1.0)(genkit@genkit)':
+  '@genkit-ai/express@1.12.0(@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(express@5.1.0)(genkit@genkit)':
     dependencies:
-      '@genkit-ai/core': 1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)
+      '@genkit-ai/core': 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)
       body-parser: 1.20.3
       cors: 2.8.5
       express: 5.1.0
@@ -9878,12 +10086,12 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@genkit-ai/firebase@1.16.1(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))':
+  '@genkit-ai/firebase@1.16.1(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))':
     dependencies:
-      '@genkit-ai/google-cloud': 1.16.1(encoding@0.1.13)(genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
-      '@google-cloud/firestore': 7.11.1(encoding@0.1.13)
+      '@genkit-ai/google-cloud': 1.16.1(encoding@0.1.13)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
+      '@google-cloud/firestore': 7.11.6(encoding@0.1.13)
       firebase-admin: 13.6.0(encoding@0.1.13)
-      genkit: 1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)
+      genkit: 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)
     optionalDependencies:
       firebase: 11.9.1
     transitivePeerDependencies:
@@ -9891,10 +10099,23 @@ snapshots:
       - supports-color
     optional: true
 
-  '@genkit-ai/firebase@1.16.1(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)':
+  '@genkit-ai/firebase@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))':
     dependencies:
-      '@genkit-ai/google-cloud': 1.16.1(encoding@0.1.13)(genkit@genkit)
-      '@google-cloud/firestore': 7.11.1(encoding@0.1.13)
+      '@genkit-ai/google-cloud': 1.27.0(encoding@0.1.13)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
+      '@google-cloud/firestore': 7.11.6(encoding@0.1.13)
+      firebase-admin: 13.6.0(encoding@0.1.13)
+      genkit: 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)
+    optionalDependencies:
+      firebase: 11.9.1
+    transitivePeerDependencies:
+      - encoding
+      - supports-color
+    optional: true
+
+  '@genkit-ai/firebase@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)':
+    dependencies:
+      '@genkit-ai/google-cloud': 1.27.0(encoding@0.1.13)(genkit@genkit)
+      '@google-cloud/firestore': 7.11.6(encoding@0.1.13)
       firebase-admin: 13.6.0(encoding@0.1.13)
       genkit: link:genkit
     optionalDependencies:
@@ -9904,7 +10125,7 @@ snapshots:
       - supports-color
     optional: true
 
-  '@genkit-ai/google-cloud@1.16.1(encoding@0.1.13)(genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))':
+  '@genkit-ai/google-cloud@1.16.1(encoding@0.1.13)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))':
     dependencies:
       '@google-cloud/logging-winston': 6.0.1(encoding@0.1.13)(winston@3.17.0)
       '@google-cloud/opentelemetry-cloud-monitoring-exporter': 0.19.0(@opentelemetry/api@1.9.0)(@opentelemetry/core@1.25.1(@opentelemetry/api@1.9.0))(@opentelemetry/resources@1.25.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-metrics@1.25.1(@opentelemetry/api@1.9.0))(encoding@0.1.13)
@@ -9920,7 +10141,7 @@ snapshots:
       '@opentelemetry/sdk-metrics': 1.25.1(@opentelemetry/api@1.9.0)
       '@opentelemetry/sdk-node': 0.52.1(@opentelemetry/api@1.9.0)
       '@opentelemetry/sdk-trace-base': 1.25.1(@opentelemetry/api@1.9.0)
-      genkit: 1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)
+      genkit: 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)
       google-auth-library: 9.15.1(encoding@0.1.13)
       node-fetch: 3.3.2
       winston: 3.17.0
@@ -9929,9 +10150,36 @@ snapshots:
       - supports-color
     optional: true
 
-  '@genkit-ai/google-cloud@1.16.1(encoding@0.1.13)(genkit@genkit)':
+  '@genkit-ai/google-cloud@1.27.0(encoding@0.1.13)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))':
     dependencies:
-      '@google-cloud/logging-winston': 6.0.1(encoding@0.1.13)(winston@3.17.0)
+      '@google-cloud/logging-winston': 6.0.1(encoding@0.1.13)(winston@3.19.0)
+      '@google-cloud/modelarmor': 0.4.1
+      '@google-cloud/opentelemetry-cloud-monitoring-exporter': 0.19.0(@opentelemetry/api@1.9.0)(@opentelemetry/core@1.25.1(@opentelemetry/api@1.9.0))(@opentelemetry/resources@1.25.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-metrics@1.25.1(@opentelemetry/api@1.9.0))(encoding@0.1.13)
+      '@google-cloud/opentelemetry-cloud-trace-exporter': 2.4.1(@opentelemetry/api@1.9.0)(@opentelemetry/core@1.25.1(@opentelemetry/api@1.9.0))(@opentelemetry/resources@1.25.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@1.25.1(@opentelemetry/api@1.9.0))(encoding@0.1.13)
+      '@google-cloud/opentelemetry-resource-util': 2.4.0(@opentelemetry/resources@1.25.1(@opentelemetry/api@1.9.0))(encoding@0.1.13)
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/auto-instrumentations-node': 0.49.2(@opentelemetry/api@1.9.0)(encoding@0.1.13)
+      '@opentelemetry/core': 1.25.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/instrumentation': 0.52.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/instrumentation-pino': 0.41.0(@opentelemetry/api@1.9.0)
+      '@opentelemetry/instrumentation-winston': 0.39.0(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources': 1.25.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-metrics': 1.25.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-node': 0.52.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-trace-base': 1.25.1(@opentelemetry/api@1.9.0)
+      genkit: 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)
+      google-auth-library: 9.15.1(encoding@0.1.13)
+      node-fetch: 3.3.2
+      winston: 3.19.0
+    transitivePeerDependencies:
+      - encoding
+      - supports-color
+    optional: true
+
+  '@genkit-ai/google-cloud@1.27.0(encoding@0.1.13)(genkit@genkit)':
+    dependencies:
+      '@google-cloud/logging-winston': 6.0.1(encoding@0.1.13)(winston@3.19.0)
+      '@google-cloud/modelarmor': 0.4.1
       '@google-cloud/opentelemetry-cloud-monitoring-exporter': 0.19.0(@opentelemetry/api@1.9.0)(@opentelemetry/core@1.25.1(@opentelemetry/api@1.9.0))(@opentelemetry/resources@1.25.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-metrics@1.25.1(@opentelemetry/api@1.9.0))(encoding@0.1.13)
       '@google-cloud/opentelemetry-cloud-trace-exporter': 2.4.1(@opentelemetry/api@1.9.0)(@opentelemetry/core@1.25.1(@opentelemetry/api@1.9.0))(@opentelemetry/resources@1.25.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@1.25.1(@opentelemetry/api@1.9.0))(encoding@0.1.13)
       '@google-cloud/opentelemetry-resource-util': 2.4.0(@opentelemetry/resources@1.25.1(@opentelemetry/api@1.9.0))(encoding@0.1.13)
@@ -9948,7 +10196,7 @@ snapshots:
       genkit: link:genkit
       google-auth-library: 9.15.1(encoding@0.1.13)
       node-fetch: 3.3.2
-      winston: 3.17.0
+      winston: 3.19.0
     transitivePeerDependencies:
       - encoding
       - supports-color
@@ -10033,6 +10281,18 @@ snapshots:
       - encoding
       - supports-color
 
+  '@google-cloud/firestore@7.11.6(encoding@0.1.13)':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      fast-deep-equal: 3.1.3
+      functional-red-black-tree: 1.0.1
+      google-gax: 4.6.1(encoding@0.1.13)
+      protobufjs: 7.5.4
+    transitivePeerDependencies:
+      - encoding
+      - supports-color
+    optional: true
+
   '@google-cloud/logging-winston@6.0.1(encoding@0.1.13)(winston@3.17.0)':
     dependencies:
       '@google-cloud/logging': 11.0.0(encoding@0.1.13)
@@ -10044,6 +10304,18 @@ snapshots:
       - encoding
       - supports-color
 
+  '@google-cloud/logging-winston@6.0.1(encoding@0.1.13)(winston@3.19.0)':
+    dependencies:
+      '@google-cloud/logging': 11.0.0(encoding@0.1.13)
+      google-auth-library: 9.15.1(encoding@0.1.13)
+      lodash.mapvalues: 4.6.0
+      winston: 3.19.0
+      winston-transport: 4.7.0
+    transitivePeerDependencies:
+      - encoding
+      - supports-color
+    optional: true
+
   '@google-cloud/logging@11.0.0(encoding@0.1.13)':
     dependencies:
       '@google-cloud/common': 5.0.1(encoding@0.1.13)
@@ -10166,6 +10438,28 @@ snapshots:
       - supports-color
     optional: true
 
+  '@google-cloud/storage@7.18.0(encoding@0.1.13)':
+    dependencies:
+      '@google-cloud/paginator': 5.0.2
+      '@google-cloud/projectify': 4.0.0
+      '@google-cloud/promisify': 4.0.0
+      abort-controller: 3.0.0
+      async-retry: 1.3.3
+      duplexify: 4.1.3
+      fast-xml-parser: 4.5.3
+      gaxios: 6.7.1(encoding@0.1.13)
+      google-auth-library: 9.15.1(encoding@0.1.13)
+      html-entities: 2.6.0
+      mime: 3.0.0
+      p-limit: 3.1.0
+      retry-request: 7.0.2(encoding@0.1.13)
+      teeny-request: 9.0.0(encoding@0.1.13)
+      uuid: 8.3.2
+    transitivePeerDependencies:
+      - encoding
+      - supports-color
+    optional: true
+
   '@google-cloud/vertexai@1.10.0(encoding@0.1.13)':
     dependencies:
       google-auth-library: 9.15.1(encoding@0.1.13)
@@ -10173,10 +10467,12 @@ snapshots:
       - encoding
       - supports-color
 
-  '@google/genai@1.30.0':
+  '@google/genai@1.30.0(@modelcontextprotocol/sdk@1.25.2(hono@4.11.3)(zod@3.25.76))':
     dependencies:
       google-auth-library: 10.5.0
       ws: 8.18.3
+    optionalDependencies:
+      '@modelcontextprotocol/sdk': 1.25.2(hono@4.11.3)(zod@3.25.76)
     transitivePeerDependencies:
       - bufferutil
       - supports-color
@@ -10238,6 +10534,10 @@ snapshots:
       protobufjs: 7.5.3
       yargs: 17.7.2
 
+  '@hono/node-server@1.19.7(hono@4.11.3)':
+    dependencies:
+      hono: 4.11.3
+
   '@img/colour@1.0.0':
     optional: true
 
@@ -10577,6 +10877,9 @@ snapshots:
 
   '@jridgewell/sourcemap-codec@1.5.0': {}
 
+  '@jridgewell/sourcemap-codec@1.5.5':
+    optional: true
+
   '@jridgewell/trace-mapping@0.3.25':
     dependencies:
       '@jridgewell/resolve-uri': 3.1.2
@@ -10585,7 +10888,7 @@ snapshots:
   '@jridgewell/trace-mapping@0.3.9':
     dependencies:
       '@jridgewell/resolve-uri': 3.1.2
-      '@jridgewell/sourcemap-codec': 1.5.0
+      '@jridgewell/sourcemap-codec': 1.5.5
     optional: true
 
   '@js-sdsl/ordered-map@4.4.2': {}
@@ -10653,10 +10956,10 @@ snapshots:
       '@langchain/core': 0.1.63
       js-tiktoken: 1.0.11
 
-  '@mistralai/mistralai-gcp@1.5.0(encoding@0.1.13)(zod@3.25.67)':
+  '@mistralai/mistralai-gcp@1.5.0(encoding@0.1.13)(zod@3.25.76)':
     dependencies:
       google-auth-library: 9.15.1(encoding@0.1.13)
-      zod: 3.25.67
+      zod: 3.25.76
     transitivePeerDependencies:
       - encoding
       - supports-color
@@ -10686,23 +10989,71 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@modelcontextprotocol/server-everything@2025.7.1':
+  '@modelcontextprotocol/sdk@1.25.2(hono@4.11.3)(zod@3.25.67)':
+    dependencies:
+      '@hono/node-server': 1.19.7(hono@4.11.3)
+      ajv: 8.17.1
+      ajv-formats: 3.0.1(ajv@8.17.1)
+      content-type: 1.0.5
+      cors: 2.8.5
+      cross-spawn: 7.0.6
+      eventsource: 3.0.7
+      eventsource-parser: 3.0.6
+      express: 5.1.0
+      express-rate-limit: 7.5.1(express@5.1.0)
+      jose: 6.1.3
+      json-schema-typed: 8.0.2
+      pkce-challenge: 5.0.1
+      raw-body: 3.0.2
+      zod: 3.25.67
+      zod-to-json-schema: 3.25.1(zod@3.25.67)
+    transitivePeerDependencies:
+      - hono
+      - supports-color
+
+  '@modelcontextprotocol/sdk@1.25.2(hono@4.11.3)(zod@3.25.76)':
+    dependencies:
+      '@hono/node-server': 1.19.7(hono@4.11.3)
+      ajv: 8.17.1
+      ajv-formats: 3.0.1(ajv@8.17.1)
+      content-type: 1.0.5
+      cors: 2.8.5
+      cross-spawn: 7.0.6
+      eventsource: 3.0.7
+      eventsource-parser: 3.0.6
+      express: 5.1.0
+      express-rate-limit: 7.5.1(express@5.1.0)
+      jose: 6.1.3
+      json-schema-typed: 8.0.2
+      pkce-challenge: 5.0.1
+      raw-body: 3.0.2
+      zod: 3.25.76
+      zod-to-json-schema: 3.25.1(zod@3.25.76)
+    transitivePeerDependencies:
+      - hono
+      - supports-color
+
+  '@modelcontextprotocol/server-everything@2025.7.1(hono@4.11.3)':
     dependencies:
-      '@modelcontextprotocol/sdk': 1.15.0
+      '@modelcontextprotocol/sdk': 1.25.2(hono@4.11.3)(zod@3.25.67)
       express: 4.21.2
       zod: 3.25.67
       zod-to-json-schema: 3.24.5(zod@3.25.67)
     transitivePeerDependencies:
+      - '@cfworker/json-schema'
+      - hono
       - supports-color
 
-  '@modelcontextprotocol/server-filesystem@2025.7.1(zod@3.25.67)':
+  '@modelcontextprotocol/server-filesystem@2025.7.1(hono@4.11.3)(zod@3.25.76)':
     dependencies:
-      '@modelcontextprotocol/sdk': 1.15.0
+      '@modelcontextprotocol/sdk': 1.25.2(hono@4.11.3)(zod@3.25.76)
       diff: 5.2.0
       glob: 10.3.12
       minimatch: 10.0.1
-      zod-to-json-schema: 3.24.5(zod@3.25.67)
+      zod-to-json-schema: 3.24.5(zod@3.25.76)
     transitivePeerDependencies:
+      - '@cfworker/json-schema'
+      - hono
       - supports-color
       - zod
 
@@ -11576,6 +11927,12 @@ snapshots:
       lodash.get: 4.4.2
       type-detect: 4.1.0
 
+  '@so-ric/colorspace@1.1.6':
+    dependencies:
+      color: 5.0.3
+      text-hex: 1.0.0
+    optional: true
+
   '@swc/helpers@0.5.15':
     dependencies:
       tslib: 2.8.1
@@ -11584,7 +11941,7 @@ snapshots:
 
   '@tootallnate/quickjs-emscripten@0.23.0': {}
 
-  '@tsconfig/node10@1.0.11':
+  '@tsconfig/node10@1.0.12':
     optional: true
 
   '@tsconfig/node12@1.0.11':
@@ -11748,10 +12105,19 @@ snapshots:
     dependencies:
       undici-types: 6.21.0
 
+  '@types/node@20.19.27':
+    dependencies:
+      undici-types: 6.21.0
+
   '@types/node@22.15.32':
     dependencies:
       undici-types: 6.21.0
 
+  '@types/node@22.19.3':
+    dependencies:
+      undici-types: 6.21.0
+    optional: true
+
   '@types/pdf-parse@1.1.5':
     dependencies:
       '@types/node': 20.19.1
@@ -12133,6 +12499,23 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  body-parser@1.20.4:
+    dependencies:
+      bytes: 3.1.2
+      content-type: 1.0.5
+      debug: 2.6.9
+      depd: 2.0.0
+      destroy: 1.2.0
+      http-errors: 2.0.1
+      iconv-lite: 0.4.24
+      on-finished: 2.4.1
+      qs: 6.14.1
+      raw-body: 2.5.3
+      type-is: 1.6.18
+      unpipe: 1.0.0
+    transitivePeerDependencies:
+      - supports-color
+
   body-parser@2.2.0:
     dependencies:
       bytes: 3.1.2
@@ -12336,12 +12719,12 @@ snapshots:
   chownr@3.0.0:
     optional: true
 
-  chromadb@1.8.1(encoding@0.1.13)(openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67)):
+  chromadb@1.8.1(encoding@0.1.13)(openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.76)):
     dependencies:
       cliui: 8.0.1
       isomorphic-fetch: 3.0.0(encoding@0.1.13)
     optionalDependencies:
-      openai: 4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67)
+      openai: 4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.76)
     transitivePeerDependencies:
       - encoding
 
@@ -12418,20 +12801,39 @@ snapshots:
     dependencies:
       color-name: 1.1.4
 
+  color-convert@3.1.3:
+    dependencies:
+      color-name: 2.1.0
+    optional: true
+
   color-name@1.1.3: {}
 
   color-name@1.1.4: {}
 
+  color-name@2.1.0:
+    optional: true
+
   color-string@1.9.1:
     dependencies:
       color-name: 1.1.4
       simple-swizzle: 0.2.2
 
+  color-string@2.1.4:
+    dependencies:
+      color-name: 2.1.0
+    optional: true
+
   color@3.2.1:
     dependencies:
       color-convert: 1.9.3
       color-string: 1.9.1
 
+  color@5.0.3:
+    dependencies:
+      color-convert: 3.1.3
+      color-string: 2.1.4
+    optional: true
+
   colorette@2.0.19: {}
 
   colorette@2.0.20: {}
@@ -12539,6 +12941,8 @@ snapshots:
 
   cookie-signature@1.0.6: {}
 
+  cookie-signature@1.0.7: {}
+
   cookie-signature@1.2.2: {}
 
   cookie@0.7.1: {}
@@ -12752,6 +13156,11 @@ snapshots:
       handlebars: 4.7.8
       yaml: 2.7.0
 
+  dotprompt@1.1.2:
+    dependencies:
+      handlebars: 4.7.8
+      yaml: 2.8.2
+
   dunder-proto@1.0.1:
     dependencies:
       call-bind-apply-helpers: 1.0.2
@@ -12982,10 +13391,16 @@ snapshots:
 
   eventsource-parser@3.0.0: {}
 
+  eventsource-parser@3.0.6: {}
+
   eventsource@3.0.5:
     dependencies:
       eventsource-parser: 3.0.0
 
+  eventsource@3.0.7:
+    dependencies:
+      eventsource-parser: 3.0.6
+
   execa@5.1.1:
     dependencies:
       cross-spawn: 7.0.6
@@ -13044,6 +13459,10 @@ snapshots:
     dependencies:
       express: 5.1.0
 
+  express-rate-limit@7.5.1(express@5.1.0):
+    dependencies:
+      express: 5.1.0
+
   express@4.21.2:
     dependencies:
       accepts: 1.3.8
@@ -13080,6 +13499,42 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  express@4.22.1:
+    dependencies:
+      accepts: 1.3.8
+      array-flatten: 1.1.1
+      body-parser: 1.20.4
+      content-disposition: 0.5.4
+      content-type: 1.0.5
+      cookie: 0.7.2
+      cookie-signature: 1.0.7
+      debug: 2.6.9
+      depd: 2.0.0
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      finalhandler: 1.3.2
+      fresh: 0.5.2
+      http-errors: 2.0.1
+      merge-descriptors: 1.0.3
+      methods: 1.1.2
+      on-finished: 2.4.1
+      parseurl: 1.3.3
+      path-to-regexp: 0.1.12
+      proxy-addr: 2.0.7
+      qs: 6.14.1
+      range-parser: 1.2.1
+      safe-buffer: 5.2.1
+      send: 0.19.2
+      serve-static: 1.16.3
+      setprototypeof: 1.2.0
+      statuses: 2.0.2
+      type-is: 1.6.18
+      utils-merge: 1.0.1
+      vary: 1.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   express@5.1.0:
     dependencies:
       accepts: 2.0.0
@@ -13191,6 +13646,18 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  finalhandler@1.3.2:
+    dependencies:
+      debug: 2.6.9
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      on-finished: 2.4.1
+      parseurl: 1.3.3
+      statuses: 2.0.2
+      unpipe: 1.0.0
+    transitivePeerDependencies:
+      - supports-color
+
   finalhandler@2.1.0:
     dependencies:
       debug: 4.4.1
@@ -13213,18 +13680,18 @@ snapshots:
 
   firebase-admin@12.3.1(encoding@0.1.13):
     dependencies:
-      '@fastify/busboy': 3.1.1
+      '@fastify/busboy': 3.2.0
       '@firebase/database-compat': 1.0.10
-      '@firebase/database-types': 1.0.14
-      '@types/node': 22.15.32
+      '@firebase/database-types': 1.0.16
+      '@types/node': 22.19.3
       farmhash-modern: 1.1.0
       jsonwebtoken: 9.0.2
       jwks-rsa: 3.2.0
-      node-forge: 1.3.1
+      node-forge: 1.3.3
       uuid: 10.0.0
     optionalDependencies:
-      '@google-cloud/firestore': 7.11.1(encoding@0.1.13)
-      '@google-cloud/storage': 7.16.0(encoding@0.1.13)
+      '@google-cloud/firestore': 7.11.6(encoding@0.1.13)
+      '@google-cloud/storage': 7.18.0(encoding@0.1.13)
     transitivePeerDependencies:
       - encoding
       - supports-color
@@ -13563,10 +14030,10 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1):
+  genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1):
     dependencies:
-      '@genkit-ai/ai': 1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
-      '@genkit-ai/core': 1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
+      '@genkit-ai/ai': 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
+      '@genkit-ai/core': 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1))
       uuid: 10.0.0
     transitivePeerDependencies:
       - '@google-cloud/firestore'
@@ -13576,10 +14043,10 @@ snapshots:
       - supports-color
     optional: true
 
-  genkitx-openai@0.10.1(@genkit-ai/ai@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(encoding@0.1.13)(ws@8.18.3):
+  genkitx-openai@0.10.1(@genkit-ai/ai@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(@genkit-ai/core@1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit))(encoding@0.1.13)(ws@8.18.3):
     dependencies:
-      '@genkit-ai/ai': 1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)
-      '@genkit-ai/core': 1.27.0(@google-cloud/firestore@7.11.1(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)
+      '@genkit-ai/ai': 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)
+      '@genkit-ai/core': 1.27.0(@google-cloud/firestore@7.11.6(encoding@0.1.13))(encoding@0.1.13)(firebase-admin@13.6.0(encoding@0.1.13))(firebase@11.9.1)(genkit@genkit)
       openai: 4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67)
       zod: 3.25.67
     transitivePeerDependencies:
@@ -13727,7 +14194,7 @@ snapshots:
       gaxios: 5.1.3(encoding@0.1.13)
       gcp-metadata: 5.3.0(encoding@0.1.13)
       gtoken: 6.1.2(encoding@0.1.13)
-      jws: 4.0.0
+      jws: 4.0.1
       lru-cache: 6.0.0
     transitivePeerDependencies:
       - encoding
@@ -13784,7 +14251,7 @@ snapshots:
 
   google-p12-pem@4.0.1:
     dependencies:
-      node-forge: 1.3.1
+      node-forge: 1.3.3
     optional: true
 
   googleapis-common@7.2.0(encoding@0.1.13):
@@ -13825,7 +14292,7 @@ snapshots:
     dependencies:
       gaxios: 5.1.3(encoding@0.1.13)
       google-p12-pem: 4.0.1
-      jws: 4.0.0
+      jws: 4.0.1
     transitivePeerDependencies:
       - encoding
       - supports-color
@@ -13896,6 +14363,8 @@ snapshots:
 
   highlight.js@10.7.3: {}
 
+  hono@4.11.3: {}
+
   hosted-git-info@2.8.9: {}
 
   html-entities@2.6.0:
@@ -13914,6 +14383,14 @@ snapshots:
       statuses: 2.0.1
       toidentifier: 1.0.1
 
+  http-errors@2.0.1:
+    dependencies:
+      depd: 2.0.0
+      inherits: 2.0.4
+      setprototypeof: 1.2.0
+      statuses: 2.0.2
+      toidentifier: 1.0.1
+
   http-parser-js@0.5.10: {}
 
   http-proxy-agent@5.0.0:
@@ -14693,10 +15170,10 @@ snapshots:
       url-join: 0.0.1
       valid-url: 1.0.9
 
-  jose@4.15.5: {}
-
   jose@4.15.9: {}
 
+  jose@6.1.3: {}
+
   joycon@3.1.1: {}
 
   js-tiktoken@1.0.11:
@@ -14745,6 +15222,8 @@ snapshots:
 
   json-schema-traverse@1.0.0: {}
 
+  json-schema-typed@8.0.2: {}
+
   json-schema@0.4.0: {}
 
   json5@2.2.3: {}
@@ -14790,12 +15269,19 @@ snapshots:
       ecdsa-sig-formatter: 1.0.11
       safe-buffer: 5.2.1
 
+  jwa@2.0.1:
+    dependencies:
+      buffer-equal-constant-time: 1.0.1
+      ecdsa-sig-formatter: 1.0.11
+      safe-buffer: 5.2.1
+    optional: true
+
   jwks-rsa@3.1.0:
     dependencies:
       '@types/express': 4.17.23
       '@types/jsonwebtoken': 9.0.6
       debug: 4.4.1
-      jose: 4.15.5
+      jose: 4.15.9
       limiter: 1.1.5
       lru-memoizer: 2.2.0
     transitivePeerDependencies:
@@ -14822,6 +15308,12 @@ snapshots:
       jwa: 2.0.0
       safe-buffer: 5.2.1
 
+  jws@4.0.1:
+    dependencies:
+      jwa: 2.0.1
+      safe-buffer: 5.2.1
+    optional: true
+
   kind-of@3.2.2:
     dependencies:
       is-buffer: 1.1.6
@@ -14851,7 +15343,7 @@ snapshots:
 
   kuler@2.0.0: {}
 
-  langchain@0.1.37(@google-cloud/storage@7.16.0(encoding@0.1.13))(@pinecone-database/pinecone@2.2.2)(chromadb@1.9.2(encoding@0.1.13)(openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67)))(encoding@0.1.13)(fast-xml-parser@4.5.3)(firebase-admin@12.3.1(encoding@0.1.13))(google-auth-library@8.9.0(encoding@0.1.13))(handlebars@4.7.8)(ignore@5.3.1)(jsonwebtoken@9.0.2)(lodash@4.17.21)(pdf-parse@1.1.1)(pg@8.16.2)(ws@8.18.3):
+  langchain@0.1.37(@google-cloud/storage@7.18.0(encoding@0.1.13))(@pinecone-database/pinecone@2.2.2)(chromadb@1.9.2(encoding@0.1.13)(openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67)))(encoding@0.1.13)(fast-xml-parser@4.5.3)(firebase-admin@12.3.1(encoding@0.1.13))(google-auth-library@8.9.0(encoding@0.1.13))(handlebars@4.7.8)(ignore@5.3.1)(jsonwebtoken@9.0.2)(lodash@4.17.21)(pdf-parse@1.1.1)(pg@8.16.2)(ws@8.18.3):
     dependencies:
       '@anthropic-ai/sdk': 0.9.1(encoding@0.1.13)
       '@langchain/community': 0.0.53(@pinecone-database/pinecone@2.2.2)(chromadb@1.9.2(encoding@0.1.13)(openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67)))(encoding@0.1.13)(firebase-admin@12.3.1(encoding@0.1.13))(google-auth-library@8.9.0(encoding@0.1.13))(jsonwebtoken@9.0.2)(lodash@4.17.21)(pg@8.16.2)(ws@8.18.3)
@@ -14872,7 +15364,7 @@ snapshots:
       zod: 3.25.67
       zod-to-json-schema: 3.24.5(zod@3.25.67)
     optionalDependencies:
-      '@google-cloud/storage': 7.16.0(encoding@0.1.13)
+      '@google-cloud/storage': 7.18.0(encoding@0.1.13)
       '@pinecone-database/pinecone': 2.2.2
       chromadb: 1.9.2(encoding@0.1.13)(openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.67))
       fast-xml-parser: 4.5.3
@@ -15418,6 +15910,9 @@ snapshots:
 
   node-forge@1.3.1: {}
 
+  node-forge@1.3.3:
+    optional: true
+
   node-gyp@11.5.0:
     dependencies:
       env-paths: 2.2.1
@@ -15540,6 +16035,21 @@ snapshots:
     transitivePeerDependencies:
       - encoding
 
+  openai@4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.76):
+    dependencies:
+      '@types/node': 18.19.112
+      '@types/node-fetch': 2.6.11
+      abort-controller: 3.0.0
+      agentkeepalive: 4.5.0
+      form-data-encoder: 1.7.2
+      formdata-node: 4.4.1
+      node-fetch: 2.7.0(encoding@0.1.13)
+    optionalDependencies:
+      ws: 8.18.3
+      zod: 3.25.76
+    transitivePeerDependencies:
+      - encoding
+
   openapi-types@12.1.3: {}
 
   openapi3-ts@3.2.0:
@@ -15773,6 +16283,8 @@ snapshots:
 
   pkce-challenge@5.0.0: {}
 
+  pkce-challenge@5.0.1: {}
+
   pkg-dir@4.2.0:
     dependencies:
       find-up: 4.1.0
@@ -15800,6 +16312,14 @@ snapshots:
       tsx: 4.20.3
       yaml: 2.8.0
 
+  postcss-load-config@6.0.1(postcss@8.4.47)(tsx@4.20.3)(yaml@2.8.2):
+    dependencies:
+      lilconfig: 3.1.2
+    optionalDependencies:
+      postcss: 8.4.47
+      tsx: 4.20.3
+      yaml: 2.8.2
+
   postcss@8.4.31:
     dependencies:
       nanoid: 3.3.11
@@ -15897,6 +16417,22 @@ snapshots:
       '@types/node': 20.19.1
       long: 5.3.2
 
+  protobufjs@7.5.4:
+    dependencies:
+      '@protobufjs/aspromise': 1.1.2
+      '@protobufjs/base64': 1.1.2
+      '@protobufjs/codegen': 2.0.4
+      '@protobufjs/eventemitter': 1.1.0
+      '@protobufjs/fetch': 1.1.0
+      '@protobufjs/float': 1.0.2
+      '@protobufjs/inquire': 1.1.0
+      '@protobufjs/path': 1.1.2
+      '@protobufjs/pool': 1.1.0
+      '@protobufjs/utf8': 1.1.0
+      '@types/node': 20.19.27
+      long: 5.3.2
+    optional: true
+
   proxy-addr@2.0.7:
     dependencies:
       forwarded: 0.2.0
@@ -15948,6 +16484,10 @@ snapshots:
     dependencies:
       side-channel: 1.1.0
 
+  qs@6.14.1:
+    dependencies:
+      side-channel: 1.1.0
+
   queue-microtask@1.2.3: {}
 
   railroad-diagrams@1.0.0: {}
@@ -15966,6 +16506,13 @@ snapshots:
       iconv-lite: 0.4.24
       unpipe: 1.0.0
 
+  raw-body@2.5.3:
+    dependencies:
+      bytes: 3.1.2
+      http-errors: 2.0.1
+      iconv-lite: 0.4.24
+      unpipe: 1.0.0
+
   raw-body@3.0.0:
     dependencies:
       bytes: 3.1.2
@@ -15973,6 +16520,13 @@ snapshots:
       iconv-lite: 0.6.3
       unpipe: 1.0.0
 
+  raw-body@3.0.2:
+    dependencies:
+      bytes: 3.1.2
+      http-errors: 2.0.1
+      iconv-lite: 0.7.1
+      unpipe: 1.0.0
+
   rc@1.2.8:
     dependencies:
       deep-extend: 0.6.0
@@ -16222,6 +16776,9 @@ snapshots:
 
   safe-stable-stringify@2.4.3: {}
 
+  safe-stable-stringify@2.5.0:
+    optional: true
+
   safer-buffer@2.1.2: {}
 
   scheduler@0.23.2:
@@ -16263,6 +16820,24 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  send@0.19.2:
+    dependencies:
+      debug: 2.6.9
+      depd: 2.0.0
+      destroy: 1.2.0
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      fresh: 0.5.2
+      http-errors: 2.0.1
+      mime: 1.6.0
+      ms: 2.1.3
+      on-finished: 2.4.1
+      range-parser: 1.2.1
+      statuses: 2.0.2
+    transitivePeerDependencies:
+      - supports-color
+
   send@1.2.0:
     dependencies:
       debug: 4.4.1
@@ -16288,6 +16863,15 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  serve-static@1.16.3:
+    dependencies:
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      parseurl: 1.3.3
+      send: 0.19.2
+    transitivePeerDependencies:
+      - supports-color
+
   serve-static@2.2.0:
     dependencies:
       encodeurl: 2.0.0
@@ -16492,6 +17076,8 @@ snapshots:
 
   statuses@2.0.1: {}
 
+  statuses@2.0.2: {}
+
   stop-iteration-iterator@1.1.0:
     dependencies:
       es-errors: 1.3.0
@@ -16846,7 +17432,7 @@ snapshots:
   ts-node@10.9.2(@types/node@20.19.1)(typescript@4.9.5):
     dependencies:
       '@cspotcode/source-map-support': 0.8.1
-      '@tsconfig/node10': 1.0.11
+      '@tsconfig/node10': 1.0.12
       '@tsconfig/node12': 1.0.11
       '@tsconfig/node14': 1.0.3
       '@tsconfig/node16': 1.0.4
@@ -16865,7 +17451,7 @@ snapshots:
   ts-node@10.9.2(@types/node@20.19.1)(typescript@5.8.3):
     dependencies:
       '@cspotcode/source-map-support': 0.8.1
-      '@tsconfig/node10': 1.0.11
+      '@tsconfig/node10': 1.0.12
       '@tsconfig/node12': 1.0.11
       '@tsconfig/node14': 1.0.3
       '@tsconfig/node16': 1.0.4
@@ -16917,7 +17503,7 @@ snapshots:
       - tsx
       - yaml
 
-  tsup@8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@5.8.3)(yaml@2.8.0):
+  tsup@8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@4.9.5)(yaml@2.8.2):
     dependencies:
       bundle-require: 5.1.0(esbuild@0.25.5)
       cac: 6.7.14
@@ -16928,7 +17514,35 @@ snapshots:
       fix-dts-default-cjs-exports: 1.0.1
       joycon: 3.1.1
       picocolors: 1.1.1
-      postcss-load-config: 6.0.1(postcss@8.4.47)(tsx@4.20.3)(yaml@2.8.0)
+      postcss-load-config: 6.0.1(postcss@8.4.47)(tsx@4.20.3)(yaml@2.8.2)
+      resolve-from: 5.0.0
+      rollup: 4.43.0
+      source-map: 0.8.0-beta.0
+      sucrase: 3.35.0
+      tinyexec: 0.3.2
+      tinyglobby: 0.2.14
+      tree-kill: 1.2.2
+    optionalDependencies:
+      postcss: 8.4.47
+      typescript: 4.9.5
+    transitivePeerDependencies:
+      - jiti
+      - supports-color
+      - tsx
+      - yaml
+
+  tsup@8.5.0(postcss@8.4.47)(tsx@4.20.3)(typescript@5.8.3)(yaml@2.8.2):
+    dependencies:
+      bundle-require: 5.1.0(esbuild@0.25.5)
+      cac: 6.7.14
+      chokidar: 4.0.3
+      consola: 3.4.2
+      debug: 4.4.1
+      esbuild: 0.25.5
+      fix-dts-default-cjs-exports: 1.0.1
+      joycon: 3.1.1
+      picocolors: 1.1.1
+      postcss-load-config: 6.0.1(postcss@8.4.47)(tsx@4.20.3)(yaml@2.8.2)
       resolve-from: 5.0.0
       rollup: 4.43.0
       source-map: 0.8.0-beta.0
@@ -17295,6 +17909,21 @@ snapshots:
       triple-beam: 1.4.1
       winston-transport: 4.9.0
 
+  winston@3.19.0:
+    dependencies:
+      '@colors/colors': 1.6.0
+      '@dabh/diagnostics': 2.0.8
+      async: 3.2.6
+      is-stream: 2.0.1
+      logform: 2.7.0
+      one-time: 1.0.0
+      readable-stream: 3.6.2
+      safe-stable-stringify: 2.5.0
+      stack-trace: 0.0.10
+      triple-beam: 1.4.1
+      winston-transport: 4.9.0
+    optional: true
+
   wordwrap@1.0.0: {}
 
   wrap-ansi@6.2.0:
@@ -17354,6 +17983,8 @@ snapshots:
 
   yaml@2.8.0: {}
 
+  yaml@2.8.2: {}
+
   yargs-parser@20.2.9: {}
 
   yargs-parser@21.1.1: {}
@@ -17393,6 +18024,20 @@ snapshots:
     dependencies:
       zod: 3.25.67
 
+  zod-to-json-schema@3.24.5(zod@3.25.76):
+    dependencies:
+      zod: 3.25.76
+
+  zod-to-json-schema@3.25.1(zod@3.25.67):
+    dependencies:
+      zod: 3.25.67
+
+  zod-to-json-schema@3.25.1(zod@3.25.76):
+    dependencies:
+      zod: 3.25.76
+
   zod@3.22.4: {}
 
   zod@3.25.67: {}
+
+  zod@3.25.76: {}
diff --git a/js/testapps/mcp/package.json b/js/testapps/mcp/package.json
index 4fa6651c2b..9c7505a8b8 100644
--- a/js/testapps/mcp/package.json
+++ b/js/testapps/mcp/package.json
@@ -21,7 +21,7 @@
     "@genkit-ai/googleai": "workspace:*",
     "@genkit-ai/mcp": "workspace:*",
     "@genkit-ai/vertexai": "workspace:*",
-    "@modelcontextprotocol/sdk": "^1.13.0",
+    "@modelcontextprotocol/sdk": "^1.25.2",
     "express": "^5.1.0",
     "genkit": "workspace:*",
     "genkitx-langchain": "workspace:*",