diff --git a/_data/libraries/clients/iovalkey.json b/_data/libraries/clients/iovalkey.json
index dcb5e423..28d74750 100644
--- a/_data/libraries/clients/iovalkey.json
+++ b/_data/libraries/clients/iovalkey.json
@@ -8,7 +8,7 @@
   "isFirstParty": true,
   "docsNote": "No dedicated Valkey-branded docs site; only redis.github.io API docs from the ioredis lineage exist (checked 2026-09-03).",
   "installCommand": "npm install iovalkey",
-  "features": "110000001",
+  "features": "111000001",
   "type": "clients",
   "tags": [
     "Clients"
diff --git a/_data/libraries/clients/phpredis.json b/_data/libraries/clients/phpredis.json
deleted file mode 100644
index 2ef0a831..00000000
--- a/_data/libraries/clients/phpredis.json
+++ /dev/null
@@ -1,16 +0,0 @@
-{
-  "name": "phpredis",
-  "language": "PHP",
-  "license": "PHP-3.01",
-  "description": "A PHP extension written in C, so commands run without the overhead of a userland client.",
-  "repository": "https://github.com/phpredis/phpredis",
-  "documentation": null,
-  "isFirstParty": false,
-  "docsNote": "No standalone docs site; README is the documentation (checked 2026-09-03).",
-  "installCommand": "pecl install redis",
-  "features": "110000001",
-  "type": "clients",
-  "tags": [
-    "Clients"
-  ]
-}
diff --git a/_data/libraries/clients/valkey-glide-c.json b/_data/libraries/clients/valkey-glide-csharp.json
similarity index 100%
rename from _data/libraries/clients/valkey-glide-c.json
rename to _data/libraries/clients/valkey-glide-csharp.json
diff --git a/_data/libraries/clients/valkey-py.json b/_data/libraries/clients/valkey-py.json
index 7224ce6c..f973d13e 100644
--- a/_data/libraries/clients/valkey-py.json
+++ b/_data/libraries/clients/valkey-py.json
@@ -7,7 +7,7 @@
   "documentation": "https://valkey-py.readthedocs.io/en/latest/",
   "isFirstParty": true,
   "installCommand": "pip install valkey",
-  "features": "110000001",
+  "features": "111000101",
   "type": "clients",
   "tags": [
     "Clients"
diff --git a/_data/libraries/integrations/agno.json b/_data/libraries/integrations/agno.json
new file mode 100644
index 00000000..95881781
--- /dev/null
+++ b/_data/libraries/integrations/agno.json
@@ -0,0 +1,14 @@
+{
+  "name": "Agno",
+  "language": "Python",
+  "license": "Apache-2.0",
+  "description": "Agent framework with Valkey as a session and state store, plus a Valkey vector store (requires valkey-bundle) supporting vector and keyword search.",
+  "repository": "https://github.com/agno-agi/agno",
+  "documentation": "https://docs.agno.com/database/providers/valkey/overview",
+  "isFirstParty": false,
+  "installCommand": "pip install 'agno[valkey]'",
+  "type": "ai",
+  "tags": [
+    "Agent frameworks"
+  ]
+}
diff --git a/_data/libraries/integrations/celery.json b/_data/libraries/integrations/celery.json
deleted file mode 100644
index 06f82fdc..00000000
--- a/_data/libraries/integrations/celery.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "Celery",
-  "language": "Python",
-  "license": "BSD-3-Clause",
-  "description": "Distributed task queue for Python, using Valkey as broker and result backend.",
-  "repository": "https://github.com/celery/celery",
-  "documentation": "https://docs.celeryq.dev/",
-  "isFirstParty": false,
-  "installCommand": "pip install celery",
-  "type": "tools",
-  "tags": [
-    "Queues & background jobs"
-  ]
-}
diff --git a/_data/libraries/integrations/cocoindex.json b/_data/libraries/integrations/cocoindex.json
index 5ad5dbc2..e5519a87 100644
--- a/_data/libraries/integrations/cocoindex.json
+++ b/_data/libraries/integrations/cocoindex.json
@@ -6,7 +6,7 @@
   "repository": "https://github.com/cocoindex-io/cocoindex",
   "documentation": "https://cocoindex.io/",
   "isFirstParty": false,
-  "installCommand": "pip install cocoindex",
+  "installCommand": "pip install 'cocoindex[valkey]'",
   "type": "ai",
   "tags": [
     "RAG & retrieval"
diff --git a/_data/libraries/integrations/cognee-valkey-adapter.json b/_data/libraries/integrations/cognee-valkey-adapter.json
index 61119b94..63ef70a4 100644
--- a/_data/libraries/integrations/cognee-valkey-adapter.json
+++ b/_data/libraries/integrations/cognee-valkey-adapter.json
@@ -2,7 +2,7 @@
   "name": "Cognee Valkey Adapter",
   "language": "Python",
   "license": "Apache-2.0",
-  "description": "Vector adapter that lets Cognee — an AI memory engine building knowledge graphs from your data — store its embeddings in Valkey.",
+  "description": "Cognee is an AI memory engine building knowledge graphs from your data, which has an adapter for storing embeddings in Valkey (requires valkey-bundle).",
   "repository": "https://github.com/topoteretes/cognee-community",
   "installCommand": "pip install cognee-community-vector-adapter-valkey",
   "isFirstParty": false,
diff --git a/_data/libraries/integrations/db-gpt.json b/_data/libraries/integrations/db-gpt.json
deleted file mode 100644
index 50ae9bef..00000000
--- a/_data/libraries/integrations/db-gpt.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "DB-GPT",
-  "language": "Python",
-  "license": "MIT",
-  "description": "AI-native data application framework covering text-to-SQL, RAG and multi-agent workflows.",
-  "repository": "https://github.com/eosphoros-ai/DB-GPT",
-  "documentation": "http://docs.dbgpt.cn/docs/overview",
-  "isFirstParty": false,
-  "installCommand": "pip install \"dbgpt-ext[storage_valkey]\"",
-  "type": "ai",
-  "tags": [
-    "RAG & retrieval"
-  ]
-}
diff --git a/_data/libraries/integrations/hangfire.json b/_data/libraries/integrations/hangfire.json
deleted file mode 100644
index a8d512f1..00000000
--- a/_data/libraries/integrations/hangfire.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "Hangfire",
-  "language": "C#",
-  "license": "LGPL-3.0",
-  "description": "Fire-and-forget, delayed and recurring tasks inside ASP.NET applications.",
-  "repository": "https://github.com/HangfireIO/Hangfire",
-  "documentation": "https://www.hangfire.io/",
-  "isFirstParty": false,
-  "installCommand": "dotnet add package Hangfire",
-  "type": "tools",
-  "tags": [
-    "Queues & background jobs"
-  ]
-}
diff --git a/_data/libraries/integrations/huey.json b/_data/libraries/integrations/huey.json
index 9981e3a7..a63642c2 100644
--- a/_data/libraries/integrations/huey.json
+++ b/_data/libraries/integrations/huey.json
@@ -2,11 +2,11 @@
   "name": "huey",
   "language": "Python",
   "license": "MIT",
-  "description": "Lightweight Python task queue with periodic tasks and retries.",
+  "description": "Python task queue with periodic tasks and retries, with a Valkey backend built on the official Valkey GLIDE client.",
   "repository": "https://github.com/coleifer/huey",
   "documentation": "https://huey.readthedocs.io/",
   "isFirstParty": false,
-  "installCommand": "pip install huey",
+  "installCommand": "pip install huey valkey-glide-sync",
   "type": "tools",
   "tags": [
     "Queues & background jobs"
diff --git a/_data/libraries/integrations/kombu.json b/_data/libraries/integrations/kombu.json
deleted file mode 100644
index 2e482243..00000000
--- a/_data/libraries/integrations/kombu.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "Kombu",
-  "language": "Python",
-  "license": "BSD-3-Clause",
-  "description": "Python messaging framework — the transport layer underneath Celery.",
-  "repository": "https://github.com/celery/kombu",
-  "documentation": "https://kombu.readthedocs.io/",
-  "isFirstParty": false,
-  "installCommand": "pip install kombu",
-  "type": "tools",
-  "tags": [
-    "Queues & background jobs"
-  ]
-}
diff --git a/_data/libraries/integrations/langbot.json b/_data/libraries/integrations/langbot.json
new file mode 100644
index 00000000..2e97e22b
--- /dev/null
+++ b/_data/libraries/integrations/langbot.json
@@ -0,0 +1,14 @@
+{
+  "name": "LangBot",
+  "language": "Python",
+  "license": "Apache-2.0",
+  "description": "Chat-bot platform whose knowledge base can use a Valkey vector store, built on the official Valkey GLIDE client (requires valkey-bundle; not available on Windows).",
+  "repository": "https://github.com/langbot-app/LangBot",
+  "documentation": "https://langbot.app",
+  "isFirstParty": false,
+  "installCommand": "pip install langbot",
+  "type": "ai",
+  "tags": [
+    "Agent frameworks"
+  ]
+}
diff --git a/_data/libraries/integrations/langchain-aws.json b/_data/libraries/integrations/langchain-aws.json
deleted file mode 100644
index 4a00b440..00000000
--- a/_data/libraries/integrations/langchain-aws.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "LangChain AWS",
-  "language": "Python",
-  "license": "MIT",
-  "description": "LangChain integrations for AWS services, including Valkey-compatible vector stores and memory stores.",
-  "repository": "https://github.com/langchain-ai/langchain-aws",
-  "documentation": "https://docs.langchain.com/oss/python/integrations/providers/aws",
-  "isFirstParty": false,
-  "installCommand": "pip install langchain-aws",
-  "type": "ai",
-  "tags": [
-    "RAG & retrieval"
-  ]
-}
diff --git a/_data/libraries/integrations/langchain4j-valkey.json b/_data/libraries/integrations/langchain4j-valkey.json
deleted file mode 100644
index bfd8502a..00000000
--- a/_data/libraries/integrations/langchain4j-valkey.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "LangChain4j Valkey",
-  "language": "Java",
-  "license": "Apache-2.0",
-  "description": "Valkey embedding store and chat-memory store for LangChain4j, the JVM LLM framework.",
-  "repository": "https://github.com/langchain4j/langchain4j-community",
-  "documentation": "https://docs.langchain4j.dev/",
-  "isFirstParty": false,
-  "installCommand": "dev.langchain4j:langchain4j-community-valkey:1.+",
-  "type": "ai",
-  "tags": [
-    "RAG & retrieval"
-  ]
-}
diff --git a/_data/libraries/integrations/langflow.json b/_data/libraries/integrations/langflow.json
new file mode 100644
index 00000000..d6c0658c
--- /dev/null
+++ b/_data/libraries/integrations/langflow.json
@@ -0,0 +1,14 @@
+{
+  "name": "Langflow",
+  "language": "Python",
+  "license": "MIT",
+  "description": "Visual builder for agent and RAG flows, with Valkey vector store (requires valkey-bundle) and chat memory components shipped as extensions.",
+  "repository": "https://github.com/langflow-ai/langflow",
+  "documentation": "http://www.langflow.org",
+  "isFirstParty": false,
+  "installCommand": "pip install \"langflow[bundles]\"",
+  "type": "ai",
+  "tags": [
+    "RAG & retrieval"
+  ]
+}
diff --git a/_data/libraries/integrations/litellm.json b/_data/libraries/integrations/litellm.json
new file mode 100644
index 00000000..c270b2fe
--- /dev/null
+++ b/_data/libraries/integrations/litellm.json
@@ -0,0 +1,14 @@
+{
+  "name": "LiteLLM",
+  "language": "Python",
+  "license": "MIT",
+  "description": "Unified gateway for 100+ LLM APIs, with a Valkey-backed semantic cache for prompt and response reuse (requires valkey-bundle).",
+  "repository": "https://github.com/BerriAI/litellm",
+  "documentation": "https://docs.litellm.ai/docs/",
+  "isFirstParty": false,
+  "installCommand": "pip install litellm 'redis<6'",
+  "type": "ai",
+  "tags": [
+    "Inference & serving"
+  ]
+}
diff --git a/_data/libraries/integrations/medis.json b/_data/libraries/integrations/medis.json
deleted file mode 100644
index 880b8043..00000000
--- a/_data/libraries/integrations/medis.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "name": "Medis",
-  "language": "JavaScript",
-  "license": "MIT",
-  "description": "A polished, easy-to-use database management application for macOS.",
-  "documentation": "https://docs.getmedis.com/",
-  "isFirstParty": false,
-  "repository": "https://github.com/luin/medis",
-  "type": "tools",
-  "tags": [
-    "CLI & GUI"
-  ]
-}
diff --git a/_data/libraries/integrations/openmemory-javascript-sdk.json b/_data/libraries/integrations/openmemory-javascript-sdk.json
deleted file mode 100644
index c66ea6db..00000000
--- a/_data/libraries/integrations/openmemory-javascript-sdk.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "name": "OpenMemory JavaScript SDK",
-  "language": "TypeScript",
-  "license": "Apache-2.0",
-  "description": "JavaScript SDK for giving assistants long-term memory across sessions (formerly OpenMemory).",
-  "repository": "https://github.com/CaviraOSS/LongMemory",
-  "installCommand": "npm install longmemory",
-  "isFirstParty": false,
-  "type": "ai",
-  "tags": [
-    "Agent memory"
-  ]
-}
diff --git a/_data/libraries/integrations/php-resque.json b/_data/libraries/integrations/php-resque.json
deleted file mode 100644
index 882afea8..00000000
--- a/_data/libraries/integrations/php-resque.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "name": "PHP-Resque",
-  "language": "PHP",
-  "license": "MIT",
-  "description": "Port of Resque to PHP, queue format compatible with the Ruby original.",
-  "repository": "https://github.com/chrisboulton/php-resque",
-  "installCommand": "composer require chrisboulton/php-resque",
-  "isFirstParty": false,
-  "type": "tools",
-  "tags": [
-    "Queues & background jobs"
-  ]
-}
diff --git a/_data/libraries/integrations/praisonai.json b/_data/libraries/integrations/praisonai.json
index 44498129..7ee46bf2 100644
--- a/_data/libraries/integrations/praisonai.json
+++ b/_data/libraries/integrations/praisonai.json
@@ -2,11 +2,11 @@
   "name": "PraisonAI",
   "language": "Python",
   "license": "MIT",
-  "description": "Multi-agent framework for building production agent teams, with pluggable memory and retrieval.",
+  "description": "Multi-agent framework for building production agent teams, with pluggable retrieval (requires valkey-bundle), and storage.",
   "repository": "https://github.com/MervinPraison/PraisonAI",
   "documentation": "https://docs.praison.ai/",
   "isFirstParty": false,
-  "installCommand": "pip install praisonai",
+  "installCommand": "pip install 'praisonai[valkey]'",
   "type": "ai",
   "tags": [
     "Agent frameworks"
diff --git a/_data/libraries/integrations/predixy.json b/_data/libraries/integrations/predixy.json
deleted file mode 100644
index 66de4a26..00000000
--- a/_data/libraries/integrations/predixy.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "name": "predixy",
-  "language": "C++",
-  "license": "BSD-3-Clause",
-  "description": "A high-performance, full-featured proxy supporting both Sentinel and cluster topologies.",
-  "documentation": "https://github.com/joyieldInc/predixy/wiki",
-  "isFirstParty": false,
-  "repository": "https://github.com/joyieldInc/predixy",
-  "type": "tools",
-  "tags": [
-    "Proxies & gateways"
-  ]
-}
diff --git a/_data/libraries/integrations/recall.json b/_data/libraries/integrations/recall.json
deleted file mode 100644
index 970ad69a..00000000
--- a/_data/libraries/integrations/recall.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "name": "Recall",
-  "language": "TypeScript",
-  "license": "MIT",
-  "description": "Model Context Protocol server that gives an assistant persistent, searchable memory of past conversations.",
-  "repository": "https://github.com/joseairosa/recall",
-  "installCommand": "npx @modelcontextprotocol/create-server @joseairosa/recall",
-  "isFirstParty": false,
-  "type": "ai",
-  "tags": [
-    "Agent memory"
-  ]
-}
diff --git a/_data/libraries/integrations/redli.json b/_data/libraries/integrations/redli.json
deleted file mode 100644
index a292a0fe..00000000
--- a/_data/libraries/integrations/redli.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "redli",
-  "language": "Go",
-  "license": "Apache-2.0",
-  "description": "A humane alternative to the stock terminal client, with first-class TLS support.",
-  "documentation": null,
-  "isFirstParty": false,
-  "docsNote": "No dedicated docs site; README is the only documentation (checked 2026-09-03).",
-  "repository": "https://github.com/IBM-Cloud/redli",
-  "type": "tools",
-  "tags": [
-    "CLI & GUI"
-  ]
-}
diff --git a/_data/libraries/integrations/resque.json b/_data/libraries/integrations/resque.json
deleted file mode 100644
index 330ee6de..00000000
--- a/_data/libraries/integrations/resque.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "Resque",
-  "language": "Ruby",
-  "license": "MIT",
-  "description": "Ruby library for creating background jobs, placing them on multiple queues and processing them later.",
-  "repository": "https://github.com/resque/resque",
-  "documentation": "https://resque.github.io/",
-  "isFirstParty": false,
-  "installCommand": "gem install resque",
-  "type": "tools",
-  "tags": [
-    "Queues & background jobs"
-  ]
-}
diff --git a/_data/libraries/integrations/rq.json b/_data/libraries/integrations/rq.json
index a05d3919..3933ce39 100644
--- a/_data/libraries/integrations/rq.json
+++ b/_data/libraries/integrations/rq.json
@@ -1,9 +1,9 @@
 {
   "name": "Rq",
   "language": "Python",
-  "license": "BSD-3-Clause",
-  "description": "Minimalistic Python task queue backed by Valkey.",
-  "repository": "https://github.com/nvie/rq",
+  "license": "BSD-2-Clause",
+  "description": "Minimalistic Python task queue that supports Valkey.",
+  "repository": "https://github.com/rq/rq",
   "documentation": "https://python-rq.org/",
   "isFirstParty": false,
   "installCommand": "pip install rq",
diff --git a/_data/libraries/integrations/sidekiq.json b/_data/libraries/integrations/sidekiq.json
index d66325f7..c6220c98 100644
--- a/_data/libraries/integrations/sidekiq.json
+++ b/_data/libraries/integrations/sidekiq.json
@@ -2,8 +2,8 @@
   "name": "Sidekiq",
   "language": "Ruby",
   "license": "LGPL-3.0",
-  "description": "Simple, efficient background job processing for Rails applications.",
-  "repository": "https://github.com/mperham/sidekiq",
+  "description": "Background job processing for Ruby applications, with maintained support for Valkey 7.2 and above.",
+  "repository": "https://github.com/sidekiq/sidekiq",
   "documentation": "https://sidekiq.org/",
   "isFirstParty": false,
   "installCommand": "gem install sidekiq",
diff --git a/_data/libraries/integrations/spring-data-valkey.json b/_data/libraries/integrations/spring-data-valkey.json
index 7d5c3cee..94bc7224 100644
--- a/_data/libraries/integrations/spring-data-valkey.json
+++ b/_data/libraries/integrations/spring-data-valkey.json
@@ -9,5 +9,6 @@
   "type": "tools",
   "tags": [
     "Frameworks & ORMs"
-  ]
+  ],
+  "installCommand": "io.valkey.springframework.data:spring-data-valkey:2.0.0"
 }
diff --git a/_data/libraries/integrations/tinywebdis.json b/_data/libraries/integrations/tinywebdis.json
deleted file mode 100644
index fc34619b..00000000
--- a/_data/libraries/integrations/tinywebdis.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "tinywebdis",
-  "language": "Lua",
-  "license": "MIT",
-  "description": "A lightweight Webdis replacement built on TurboLua.",
-  "documentation": null,
-  "isFirstParty": false,
-  "docsNote": "No dedicated docs site; the repo Wiki covers installation only, not general documentation (checked 2026-09-03).",
-  "repository": "https://github.com/markuman/tinywebdis",
-  "type": "tools",
-  "tags": [
-    "Proxies & gateways"
-  ]
-}
diff --git a/_data/libraries/integrations/trino-connector.json b/_data/libraries/integrations/trino-connector.json
deleted file mode 100644
index a42d80ef..00000000
--- a/_data/libraries/integrations/trino-connector.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "name": "Trino connector",
-  "language": "Java",
-  "license": "Apache-2.0",
-  "description": "Query your data with ANSI SQL, joining it against Hive, Kafka, Cassandra or object storage in one query.",
-  "repository": "https://github.com/trinodb/trino",
-  "documentation": "https://trino.io/",
-  "isFirstParty": false,
-  "type": "tools",
-  "tags": [
-    "Data movement"
-  ]
-}
diff --git a/_data/libraries/integrations/valkey-admin.json b/_data/libraries/integrations/valkey-admin.json
index f0f94fdd..dc6de100 100644
--- a/_data/libraries/integrations/valkey-admin.json
+++ b/_data/libraries/integrations/valkey-admin.json
@@ -2,7 +2,7 @@
   "name": "Valkey Admin",
   "language": "TypeScript",
   "license": "Apache-2.0",
-  "description": "Administration console for standalone and clustered deployments: browse and edit keys, inspect slots and replication, watch live metrics and run commands from a single desktop app.",
+  "description": "Administration console for standalone and clustered deployments: browse and edit keys, inspect slots and replication, watch live metrics and run commands from a single web interface.",
   "repository": "https://github.com/valkey-io/valkey-admin",
   "documentation": "https://valkey-admin.valkey.io/",
   "isFirstParty": true,
diff --git a/_data/libraries/integrations/valkey-integration-for-haystack.json b/_data/libraries/integrations/valkey-integration-for-haystack.json
index 80ca684d..9e107609 100644
--- a/_data/libraries/integrations/valkey-integration-for-haystack.json
+++ b/_data/libraries/integrations/valkey-integration-for-haystack.json
@@ -2,7 +2,7 @@
   "name": "Valkey Integration for Haystack",
   "language": "Python",
   "license": "Apache-2.0",
-  "description": "Document and embedding store for Haystack RAG pipelines, backed by Valkey.",
+  "description": "Document and embedding store for Haystack RAG pipelines, backed by Valkey (requires valkey-bundle).",
   "repository": "https://github.com/deepset-ai/haystack-core-integrations",
   "documentation": "https://haystack.deepset.ai/integrations",
   "isFirstParty": false,
diff --git a/_data/libraries/integrations/valkey-mcp-server.json b/_data/libraries/integrations/valkey-mcp-server.json
new file mode 100644
index 00000000..bd3bde55
--- /dev/null
+++ b/_data/libraries/integrations/valkey-mcp-server.json
@@ -0,0 +1,14 @@
+{
+  "name": "Valkey MCP Server",
+  "language": "Python",
+  "license": "Apache-2.0",
+  "description": "Model Context Protocol server exposing Valkey to AI agents through search, JSON, and tiered read/write/admin command tools (requires valkey-bundle).",
+  "repository": "https://github.com/awslabs/mcp/tree/main/src/valkey-mcp-server",
+  "documentation": null,
+  "isFirstParty": false,
+  "installCommand": "uvx awslabs.valkey-mcp-server@latest",
+  "type": "ai",
+  "tags": [
+    "Agent frameworks"
+  ]
+}
diff --git a/_data/libraries/integrations/valkey-message-queue-starter.json b/_data/libraries/integrations/valkey-message-queue-starter.json
new file mode 100644
index 00000000..3047b7ba
--- /dev/null
+++ b/_data/libraries/integrations/valkey-message-queue-starter.json
@@ -0,0 +1,14 @@
+{
+  "name": "Valkey Message Queue Starter",
+  "language": "TypeScript",
+  "license": "MIT",
+  "description": "Next.js starter template demonstrating a reliable message queue built on Valkey Streams, using consumer groups and pending-entry acknowledgement.",
+  "repository": "https://github.com/vercel/examples/tree/main/solutions/aws-message-queue-elasticache",
+  "documentation": "https://vercel.com/templates/next.js/valkey-message-queue-with-elasticache-and-next-js",
+  "isFirstParty": false,
+  "installCommand": "pnpm create next-app --example https://github.com/vercel/examples/tree/main/solutions/aws-message-queue-elasticache",
+  "type": "tools",
+  "tags": [
+    "Deploy & operate"
+  ]
+}
diff --git a/_data/libraries/integrations/valkey-perf-benchmark.json b/_data/libraries/integrations/valkey-perf-benchmark.json
deleted file mode 100644
index 451fba18..00000000
--- a/_data/libraries/integrations/valkey-perf-benchmark.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-  "name": "valkey-perf-benchmark",
-  "language": "Python",
-  "license": "BSD-3-Clause",
-  "description": "Benchmark harness used to measure Valkey performance across releases and configurations.",
-  "repository": "https://github.com/valkey-io/valkey-perf-benchmark",
-  "isFirstParty": true,
-  "type": "tools",
-  "tags": [
-    "Observability & testing"
-  ]
-}
diff --git a/_data/libraries/integrations/valkey-test-framework.json b/_data/libraries/integrations/valkey-test-framework.json
deleted file mode 100644
index 5ea788cd..00000000
--- a/_data/libraries/integrations/valkey-test-framework.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-  "name": "valkey-test-framework",
-  "language": "Python",
-  "license": "BSD-3-Clause",
-  "description": "Python test framework used by the Valkey engine and module test suites.",
-  "repository": "https://github.com/valkey-io/valkey-test-framework",
-  "isFirstParty": true,
-  "type": "tools",
-  "tags": [
-    "Observability & testing"
-  ]
-}
diff --git a/_data/libraries/integrations/vllm-semantic-router.json b/_data/libraries/integrations/vllm-semantic-router.json
new file mode 100644
index 00000000..d30e4cb7
--- /dev/null
+++ b/_data/libraries/integrations/vllm-semantic-router.json
@@ -0,0 +1,14 @@
+{
+  "name": "vLLM Semantic Router",
+  "language": "Go",
+  "license": "Apache-2.0",
+  "description": "Mixture-of-Models router for LLM inference, with a Valkey-backed semantic cache, conversation memory and vector store (requires valkey-bundle).",
+  "repository": "https://github.com/vllm-project/semantic-router",
+  "documentation": "https://vllm-sr.ai",
+  "isFirstParty": false,
+  "installCommand": null,
+  "type": "ai",
+  "tags": [
+    "Inference & serving"
+  ]
+}
diff --git a/_data/libraries/integrations/vllm.json b/_data/libraries/integrations/vllm.json
deleted file mode 100644
index 79f7b9e7..00000000
--- a/_data/libraries/integrations/vllm.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "vLLM",
-  "language": "Python",
-  "license": "Apache-2.0",
-  "description": "High-throughput LLM inference and serving engine, able to offload KV cache and coordination state to an external store.",
-  "repository": "https://github.com/vllm-project/vllm",
-  "documentation": "https://docs.vllm.ai/",
-  "isFirstParty": false,
-  "installCommand": "pip install vllm",
-  "type": "ai",
-  "tags": [
-    "Inference & serving"
-  ]
-}
diff --git a/_data/libraries/integrations/walrus.json b/_data/libraries/integrations/walrus.json
deleted file mode 100644
index 0aab371e..00000000
--- a/_data/libraries/integrations/walrus.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "name": "walrus",
-  "language": "Python",
-  "license": "MIT",
-  "description": "Lightweight utilities including an ORM, autocompletion, full-text search, cache and locks.",
-  "repository": "https://github.com/coleifer/walrus",
-  "documentation": "https://walrus.readthedocs.io/",
-  "isFirstParty": false,
-  "installCommand": "pip install walrus",
-  "type": "tools",
-  "tags": [
-    "Frameworks & ORMs"
-  ]
-}
diff --git a/_data/libraries/integrations/webdis.json b/_data/libraries/integrations/webdis.json
deleted file mode 100644
index 98c93778..00000000
--- a/_data/libraries/integrations/webdis.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-  "name": "Webdis",
-  "language": "C",
-  "license": "BSD-2-Clause",
-  "description": "A fast HTTP interface — issue commands over REST and get JSON back.",
-  "repository": "https://github.com/nicolasff/webdis",
-  "documentation": "https://webd.is/",
-  "isFirstParty": false,
-  "type": "tools",
-  "tags": [
-    "Proxies & gateways"
-  ]
-}
diff --git a/_data/libraries/manifest.json b/_data/libraries/manifest.json
index 13c9488a..f450e297 100644
--- a/_data/libraries/manifest.json
+++ b/_data/libraries/manifest.json
@@ -9,46 +9,32 @@
     "clients/redisson.json",
     "clients/valkey-glide-go.json",
     "clients/valkey-go.json",
-    "clients/phpredis.json",
     "clients/predis.json",
     "clients/valkey-swift.json",
-    "clients/valkey-glide-c.json"
+    "clients/valkey-glide-csharp.json"
   ],
   "integrations": [
     "integrations/valkey-admin.json",
     "integrations/valkey-cli.json",
-    "integrations/redli.json",
-    "integrations/medis.json",
     "integrations/valkey-operator.json",
     "integrations/valkey-helm.json",
     "integrations/valkey-container.json",
-    "integrations/webdis.json",
-    "integrations/predixy.json",
-    "integrations/tinywebdis.json",
     "integrations/spring-data-valkey.json",
-    "integrations/walrus.json",
     "integrations/redsync.json",
-    "integrations/celery.json",
-    "integrations/kombu.json",
     "integrations/rq.json",
     "integrations/huey.json",
     "integrations/sidekiq.json",
-    "integrations/resque.json",
-    "integrations/php-resque.json",
-    "integrations/hangfire.json",
-    "integrations/trino-connector.json",
-    "integrations/valkey-perf-benchmark.json",
-    "integrations/valkey-test-framework.json",
     "integrations/cocoindex.json",
-    "integrations/db-gpt.json",
     "integrations/valkey-integration-for-haystack.json",
-    "integrations/langchain-aws.json",
-    "integrations/langchain4j-valkey.json",
     "integrations/cognee-valkey-adapter.json",
-    "integrations/openmemory-javascript-sdk.json",
-    "integrations/recall.json",
     "integrations/praisonai.json",
     "integrations/valkey-skills.json",
-    "integrations/vllm.json"
+    "integrations/agno.json",
+    "integrations/langbot.json",
+    "integrations/langflow.json",
+    "integrations/litellm.json",
+    "integrations/valkey-mcp-server.json",
+    "integrations/valkey-message-queue-starter.json",
+    "integrations/vllm-semantic-router.json"
   ]
 }
diff --git a/content/submission-guide.md b/content/submission-guide.md
index 41781e16..8f5fd438 100644
--- a/content/submission-guide.md
+++ b/content/submission-guide.md
@@ -57,7 +57,7 @@ The SPDX identifier of the open-source license the software is distributed under
 
 **Example:** `"Apache-2.0"`, `"MIT"`, `"BSD-3-Clause"`, `"LGPL-3.0"`
 
-**Note:** Only open-source licenses are accepted. Proprietary or source-available licenses may be considered case by case if the tool provides significant community value.
+**Note:** An open-source license is required. Proprietary or source-available licenses are considered only by exception, where the tool provides significant community value.
 
 #### `repository` (string)
 The URL of the source-code repository (GitHub, GitLab, Bitbucket, etc.).
@@ -105,7 +105,22 @@ One or more curated tags used for the Category filter on the Integrations page.
 The official documentation or landing-page URL. Used for the card's title link and the "Documentation" footer link. Set to `null` when no dedicated docs site exists.
 
 #### `docsNote` (string)
-A short note explaining a `null` `documentation` value (e.g. "README is the only documentation, checked YYYY-MM-DD"). For maintainer context; not rendered on the card.
+A short note explaining a `null` `documentation` value. **Reviewer and maintainer context only — it is not rendered on the card**, so it can be candid.
+
+**Use it only alongside `documentation: null`.** If you have a documentation URL, put it in `documentation` and omit `docsNote`; a note next to a populated URL has nothing to explain.
+
+**A useful note answers three things:** what you looked for, what exists instead, and when you checked. The date matters because docs sites appear and disappear — a note without one cannot be trusted a year later. Use the form `(checked YYYY-MM-DD)`.
+
+**Examples from the catalog:**
+
+```json
+"docsNote": "No dedicated Valkey-branded docs site; only redis.github.io API docs from the ioredis lineage exist (checked 2026-09-03)."
+"docsNote": "No dedicated docs site; only an in-repo QUICK_START.md exists (checked 2026-09-03)."
+```
+
+**Do not present an unverified URL as though it were documentation.** If you found a candidate and could not confirm it, say so explicitly in the note and still leave `documentation` as `null`. This is not hypothetical: one entry's note recorded an unconfirmed `<project>.io` reference, and that domain turned out to be a **parked for-sale page** with no documentation on it. Naming it as unverified in `docsNote` is what kept it out of the `documentation` field.
+
+**Not a substitute for having docs.** A note saying documentation is absent does not satisfy the documentation expectation in the review checklist below; it records the gap honestly so a reviewer is not left guessing whether the field was researched or simply skipped.
 
 #### `installCommand` (string)
 The primary install command using the language's standard package manager. Rendered with a copy button.