diff --git a/core/data/dynamic/applications.json b/core/data/dynamic/applications.json
index b329e14..1158f8b 100644
--- a/core/data/dynamic/applications.json
+++ b/core/data/dynamic/applications.json
@@ -11,9 +11,9 @@
                 "cross"
             ],
             "category": "agent",
-            "stars": 63375,
+            "stars": 63384,
             "flags": [],
-            "last_commit": "04/27/2026",
+            "last_commit": "05/04/2026",
             "language": "Python",
             "license": "AGPL-3.0",
             "homepage_url": "http://openinterpreter.com/"
@@ -31,9 +31,9 @@
                 "windows"
             ],
             "category": "context",
-            "stars": 18507,
+            "stars": 18520,
             "flags": [],
-            "last_commit": "05/04/2026",
+            "last_commit": "05/05/2026",
             "language": "Rust",
             "license": "NOASSERTION",
             "homepage_url": "https://screenpi.pe"
@@ -50,16 +50,16 @@
                 "cross"
             ],
             "category": "agent",
-            "stars": 4287,
+            "stars": 4288,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/04/2026",
             "language": "Python",
             "license": "MIT",
             "homepage_url": "https://gptme.org/docs/"
         },
         {
             "name": "WrenAI",
-            "description": "Open-source text-to-SQL and text-to-chart GenBI agent with a semantic layer. Ask your database questions in natural language \u2014 get accurate SQL, charts, and BI insights. Supports 12+ data sources (PostgreSQL, BigQuery, Snowflake, etc.) and any LLM (OpenAI, Claude, Gemini, Ollama).",
+            "description": "The open context layer that gives AI agents grounded, governed SQL across 20+ data sources.",
             "repo_url": "https://github.com/Canner/WrenAI",
             "tags": [],
             "platforms": [
@@ -69,9 +69,9 @@
             "category": "agent",
             "stars": 15061,
             "flags": [],
-            "last_commit": "04/30/2026",
-            "language": "TypeScript",
-            "license": "AGPL-3.0",
+            "last_commit": "05/04/2026",
+            "language": "Rust",
+            "license": "NOASSERTION",
             "homepage_url": "https://getwren.ai/oss"
         },
         {
@@ -99,7 +99,7 @@
                 "selfhost"
             ],
             "category": "agent",
-            "stars": 49218,
+            "stars": 49224,
             "flags": [],
             "last_commit": "05/02/2026",
             "language": "Ruby",
@@ -115,11 +115,11 @@
                 "selfhost"
             ],
             "category": "agent",
-            "stars": 183965,
+            "stars": 183987,
             "flags": [
                 "custom-license"
             ],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/05/2026",
             "language": "Python",
             "license": "MIT",
             "homepage_url": "https://agpt.co"
@@ -136,9 +136,9 @@
                 "selfhost"
             ],
             "category": "agent",
-            "stars": 16860,
+            "stars": 16862,
             "flags": [],
-            "last_commit": "04/30/2026",
+            "last_commit": "05/05/2026",
             "language": "Go",
             "license": "MIT",
             "homepage_url": "https://influxdata.com/telegraf"
@@ -152,7 +152,7 @@
                 "selfhost"
             ],
             "category": "ai-image-gui",
-            "stars": 162702,
+            "stars": 162723,
             "flags": [],
             "last_commit": "03/02/2026",
             "language": "Python",
@@ -168,9 +168,9 @@
                 "selfhost"
             ],
             "category": "ai-image-gui",
-            "stars": 111221,
+            "stars": 111349,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/05/2026",
             "language": "Python",
             "license": "GPL-3.0",
             "homepage_url": "https://www.comfy.org/"
@@ -185,9 +185,9 @@
                 "selfhost"
             ],
             "category": "ai-image-gui",
-            "stars": 27094,
+            "stars": 27109,
             "flags": [],
-            "last_commit": "05/01/2026",
+            "last_commit": "05/05/2026",
             "language": "TypeScript",
             "license": "Apache-2.0",
             "homepage_url": "https://invoke-ai.github.io/InvokeAI/"
@@ -201,7 +201,7 @@
                 "selfhost"
             ],
             "category": "ai-image-gui",
-            "stars": 12505,
+            "stars": 12511,
             "flags": [
                 "custom-description"
             ],
@@ -219,7 +219,7 @@
                 "selfhost"
             ],
             "category": "ai-image-gui",
-            "stars": 48327,
+            "stars": 48376,
             "flags": [],
             "last_commit": "12/01/2025",
             "language": "Python",
@@ -235,7 +235,7 @@
                 "selfhost"
             ],
             "category": "ai-image-gui",
-            "stars": 7076,
+            "stars": 7078,
             "flags": [],
             "last_commit": "05/04/2026",
             "language": "Python",
@@ -251,9 +251,9 @@
                 "cross"
             ],
             "category": "ai-utilities",
-            "stars": 32832,
+            "stars": 32835,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/04/2026",
             "language": "JavaScript",
             "license": "MIT",
             "homepage_url": "https://netron.app"
@@ -269,7 +269,7 @@
                 "cross"
             ],
             "category": "all-in-one",
-            "stars": 9932,
+            "stars": 9935,
             "flags": [],
             "last_commit": "02/23/2026",
             "language": "Rust",
@@ -286,9 +286,9 @@
                 "selfhost"
             ],
             "category": "all-in-one",
-            "stars": 75988,
+            "stars": 76028,
             "flags": [],
-            "last_commit": "05/04/2026",
+            "last_commit": "05/05/2026",
             "language": "TypeScript",
             "license": "NOASSERTION",
             "homepage_url": "https://lobehub.com"
@@ -303,7 +303,7 @@
                 "selfhost"
             ],
             "category": "all-in-one",
-            "stars": 34374,
+            "stars": 34384,
             "flags": [],
             "last_commit": "03/26/2026",
             "language": "Python",
@@ -319,7 +319,7 @@
                 "selfhost"
             ],
             "category": "assistant",
-            "stars": 17209,
+            "stars": 17212,
             "flags": [],
             "last_commit": "05/04/2026",
             "language": "TypeScript",
@@ -339,7 +339,7 @@
             "category": "information-processing",
             "stars": 6556,
             "flags": [],
-            "last_commit": "04/30/2026",
+            "last_commit": "05/04/2026",
             "language": "Python",
             "license": "AGPL-3.0",
             "homepage_url": "https://unstract.com"
@@ -354,9 +354,9 @@
                 "selfhost"
             ],
             "category": "information-processing",
-            "stars": 114725,
+            "stars": 115144,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/04/2026",
             "language": "TypeScript",
             "license": "AGPL-3.0",
             "homepage_url": "https://firecrawl.dev"
@@ -370,7 +370,7 @@
                 "selfhost"
             ],
             "category": "information-processing",
-            "stars": 22249,
+            "stars": 22250,
             "flags": [],
             "last_commit": "07/07/2025",
             "language": "TypeScript",
@@ -388,7 +388,7 @@
                 "cross"
             ],
             "category": "information-processing",
-            "stars": 7324,
+            "stars": 7325,
             "flags": [],
             "last_commit": "04/14/2026",
             "language": "Rust",
@@ -407,9 +407,9 @@
                 "web-cloud"
             ],
             "category": "information-processing",
-            "stars": 24297,
+            "stars": 24334,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/04/2026",
             "language": "TypeScript",
             "license": "MIT",
             "homepage_url": "https://repomix.com"
@@ -426,9 +426,9 @@
                 "cross"
             ],
             "category": "information-processing",
-            "stars": 59082,
+            "stars": 59133,
             "flags": [],
-            "last_commit": "04/30/2026",
+            "last_commit": "05/04/2026",
             "language": "Python",
             "license": "MIT",
             "homepage_url": "https://docling-project.github.io/docling"
@@ -442,9 +442,9 @@
                 "selfhost"
             ],
             "category": "llm-gui",
-            "stars": 135383,
+            "stars": 135522,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/04/2026",
             "language": "Python",
             "license": "NOASSERTION",
             "homepage_url": "https://openwebui.com"
@@ -458,7 +458,7 @@
                 "cross"
             ],
             "category": "llm-gui",
-            "stars": 77360,
+            "stars": 77358,
             "flags": [],
             "last_commit": "05/27/2025",
             "language": "C++",
@@ -474,9 +474,9 @@
                 "cross"
             ],
             "category": "llm-gui",
-            "stars": 42358,
+            "stars": 42371,
             "flags": [],
-            "last_commit": "04/30/2026",
+            "last_commit": "05/04/2026",
             "language": "TypeScript",
             "license": "NOASSERTION",
             "homepage_url": "https://jan.ai/"
@@ -490,7 +490,7 @@
                 "cross"
             ],
             "category": "llm-gui",
-            "stars": 39774,
+            "stars": 39787,
             "flags": [],
             "last_commit": "04/09/2026",
             "language": "TypeScript",
@@ -506,9 +506,9 @@
                 "selfhost"
             ],
             "category": "llm-gui",
-            "stars": 46926,
+            "stars": 46935,
             "flags": [],
-            "last_commit": "05/04/2026",
+            "last_commit": "05/05/2026",
             "language": "Python",
             "license": "AGPL-3.0",
             "homepage_url": "https://localbench.substack.com"
@@ -522,9 +522,9 @@
                 "cross"
             ],
             "category": "llm-gui",
-            "stars": 44965,
+            "stars": 45007,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/04/2026",
             "language": "TypeScript",
             "license": "AGPL-3.0",
             "homepage_url": "https://cherry-ai.com"
@@ -538,7 +538,7 @@
                 "selfhost"
             ],
             "category": "llm-gui",
-            "stars": 26877,
+            "stars": 26927,
             "flags": [],
             "last_commit": "05/03/2026",
             "language": "JavaScript",
@@ -557,7 +557,7 @@
                 "web-cloud"
             ],
             "category": "llm-gui",
-            "stars": 87881,
+            "stars": 87885,
             "flags": [],
             "last_commit": "12/02/2025",
             "language": "TypeScript",
@@ -573,9 +573,9 @@
                 "selfhost"
             ],
             "category": "llm-gui",
-            "stars": 36505,
+            "stars": 36551,
             "flags": [],
-            "last_commit": "05/04/2026",
+            "last_commit": "05/05/2026",
             "language": "TypeScript",
             "license": "MIT",
             "homepage_url": "https://librechat.ai/"
@@ -593,9 +593,9 @@
                 "selfhost"
             ],
             "category": "manager",
-            "stars": 170631,
+            "stars": 170697,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/04/2026",
             "language": "Go",
             "license": "MIT",
             "homepage_url": "https://ollama.com"
@@ -609,7 +609,7 @@
                 "cross"
             ],
             "category": "manager",
-            "stars": 8102,
+            "stars": 8106,
             "flags": [],
             "last_commit": "05/03/2026",
             "language": "C#",
@@ -628,7 +628,7 @@
                 "selfhost"
             ],
             "category": "model-tools",
-            "stars": 70873,
+            "stars": 70924,
             "flags": [],
             "last_commit": "05/03/2026",
             "language": "Python",
@@ -647,7 +647,7 @@
                 "cross"
             ],
             "category": "model-tools",
-            "stars": 31106,
+            "stars": 31107,
             "flags": [],
             "last_commit": "05/04/2026",
             "language": "Python",
@@ -666,9 +666,9 @@
                 "cross"
             ],
             "category": "model-tools",
-            "stars": 39895,
+            "stars": 39908,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/04/2026",
             "language": "Python",
             "license": "Apache-2.0",
             "homepage_url": "https://docs.agno.com"
@@ -682,7 +682,7 @@
                 "cross"
             ],
             "category": "model-tools",
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+            "stars": 4793,
             "flags": [],
             "last_commit": "05/04/2026",
             "language": "Python",
@@ -698,9 +698,9 @@
                 "cross"
             ],
             "category": "rag",
-            "stars": 59475,
+            "stars": 59507,
             "flags": [],
-            "last_commit": "05/02/2026",
+            "last_commit": "05/04/2026",
             "language": "JavaScript",
             "license": "MIT",
             "homepage_url": "https://anythingllm.com"
@@ -714,7 +714,7 @@
                 "selfhost"
             ],
             "category": "rag",
-            "stars": 25353,
+            "stars": 25359,
             "flags": [],
             "last_commit": "04/03/2026",
             "language": "Python",
@@ -730,9 +730,9 @@
                 "selfhost"
             ],
             "category": "rag",
-            "stars": 7677,
+            "stars": 7682,
             "flags": [],
-            "last_commit": "04/27/2026",
+            "last_commit": "05/04/2026",
             "language": "Python",
             "license": "BSD-3-Clause",
             "homepage_url": ""
@@ -746,7 +746,7 @@
                 "selfhost"
             ],
             "category": "rag",
-            "stars": 79580,
+            "stars": 79655,
             "flags": [],
             "last_commit": "05/01/2026",
             "language": "Python",
@@ -765,7 +765,7 @@
                 "cross"
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             "category": "rag",
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+            "stars": 8443,
             "flags": [],
             "last_commit": "03/20/2026",
             "language": "Python",
@@ -784,7 +784,7 @@
                 "selfhost"
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             "category": "rag",
-            "stars": 7798,
+            "stars": 7799,
             "flags": [],
             "last_commit": "11/07/2025",
             "language": "Python",
@@ -800,7 +800,7 @@
                 "selfhost"
             ],
             "category": "rag",
-            "stars": 2774,
+            "stars": 2775,
             "flags": [],
             "last_commit": "04/27/2026",
             "language": "TypeScript",
@@ -817,9 +817,9 @@
                 "selfhost"
             ],
             "category": "rag",
-            "stars": 17869,
+            "stars": 17871,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/05/2026",
             "language": "Python",
             "license": "MIT",
             "homepage_url": "https://app.docsgpt.cloud/"
@@ -835,7 +835,7 @@
                 "cross"
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             "category": "research",
-            "stars": 7808,
+            "stars": 7811,
             "flags": [],
             "last_commit": "11/19/2025",
             "language": "Python",
@@ -854,7 +854,7 @@
                 "selfhost"
             ],
             "category": "research",
-            "stars": 26848,
+            "stars": 26857,
             "flags": [],
             "last_commit": "04/16/2026",
             "language": "Python",
@@ -870,7 +870,7 @@
                 "cross"
             ],
             "category": "chat",
-            "stars": 28749,
+            "stars": 28754,
             "flags": [],
             "last_commit": "04/27/2026",
             "language": "Kotlin",
@@ -886,9 +886,9 @@
                 "cross"
             ],
             "category": "chat",
-            "stars": 31660,
+            "stars": 31674,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/04/2026",
             "language": "C++",
             "license": "NOASSERTION",
             "homepage_url": "https://desktop.telegram.org/"
@@ -904,9 +904,9 @@
                 "cross"
             ],
             "category": "chat",
-            "stars": 11014,
+            "stars": 11019,
             "flags": [],
-            "last_commit": "05/02/2026",
+            "last_commit": "05/04/2026",
             "language": "Haskell",
             "license": "AGPL-3.0",
             "homepage_url": "https://simplex.chat"
@@ -920,9 +920,9 @@
                 "selfhost"
             ],
             "category": "collaboration",
-            "stars": 36511,
+            "stars": 36529,
             "flags": [],
-            "last_commit": "05/04/2026",
+            "last_commit": "05/05/2026",
             "language": "TypeScript",
             "license": "NOASSERTION",
             "homepage_url": "https://mattermost.com"
@@ -937,7 +937,7 @@
                 "web-cloud"
             ],
             "category": "collaboration",
-            "stars": 25135,
+            "stars": 25137,
             "flags": [],
             "last_commit": "05/03/2026",
             "language": "Python",
@@ -954,9 +954,9 @@
                 "web-cloud"
             ],
             "category": "collaboration",
-            "stars": 45232,
+            "stars": 45239,
             "flags": [],
-            "last_commit": "05/04/2026",
+            "last_commit": "05/05/2026",
             "language": "TypeScript",
             "license": "NOASSERTION",
             "homepage_url": "https://rocket.chat/"
@@ -970,9 +970,9 @@
                 "cross"
             ],
             "category": "mail",
-            "stars": 17432,
+            "stars": 17437,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/04/2026",
             "language": "JavaScript",
             "license": "GPL-3.0",
             "homepage_url": "https://getmailspring.com/"
@@ -986,11 +986,11 @@
                 "cross"
             ],
             "category": "mail",
-            "stars": 13428,
+            "stars": 13429,
             "flags": [
                 "custom-description"
             ],
-            "last_commit": "05/01/2026",
+            "last_commit": "05/04/2026",
             "language": "Kotlin",
             "license": "Apache-2.0",
             "homepage_url": "https://thunderbird.net/mobile"
@@ -1006,9 +1006,9 @@
                 "web-cloud"
             ],
             "category": "video-conference",
-            "stars": 29143,
+            "stars": 29151,
             "flags": [],
-            "last_commit": "05/01/2026",
+            "last_commit": "05/04/2026",
             "language": "TypeScript",
             "license": "Apache-2.0",
             "homepage_url": "https://jitsi.org/meet"
@@ -1026,7 +1026,7 @@
             "category": "video-conference",
             "stars": 13058,
             "flags": [],
-            "last_commit": "05/03/2026",
+            "last_commit": "05/05/2026",
             "language": "TypeScript",
             "license": "AGPL-3.0",
             "homepage_url": "https://element.io"
@@ -1042,9 +1042,9 @@
                 "cross"
             ],
             "category": "backup",
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+            "stars": 13148,
             "flags": [],
-            "last_commit": "05/02/2026",
+            "last_commit": "05/05/2026",
             "language": "Go",
             "license": "Apache-2.0",
             "homepage_url": "https://kopia.io"
@@ -1060,7 +1060,7 @@
                 "cross"
             ],
             "category": "backup",
-            "stars": 33381,
+            "stars": 33392,
             "flags": [],
             "last_commit": "05/01/2026",
             "language": "Go",
@@ -1076,9 +1076,9 @@
                 "cross"
             ],
             "category": "backup",
-            "stars": 14507,
+            "stars": 14509,
             "flags": [],
-            "last_commit": "05/01/2026",
+            "last_commit": "05/04/2026",
             "language": "C#",
             "license": "NOASSERTION",
             "homepage_url": ""
@@ -1094,9 +1094,9 @@
                 "cross"
             ],
             "category": "backup",
-            "stars": 13271,
+            "stars": 13274,
             "flags": [],
-            "last_commit": "04/28/2026",
+            "last_commit": "05/04/2026",
             "language": "Python",
             "license": "NOASSERTION",
             "homepage_url": "https://www.borgbackup.org/"
@@ -1112,9 +1112,9 @@
                 "cross"
             ],
             "category": "backup",
-            "stars": 56995,
+            "stars": 56998,
             "flags": [],
-            "last_commit": "05/02/2026",
+            "last_commit": "05/04/2026",
             "language": "Go",
             "license": "MIT",
             "homepage_url": "https://rclone.org"
@@ -1128,7 +1128,7 @@
                 "linux"
             ],
             "category": "backup",
-            "stars": 4035,
+            "stars": 4039,
             "flags": [],
             "last_commit": "04/08/2026",
             "language": "Vala",
@@ -1145,9 +1145,9 @@
                 "selfhost"
             ],
             "category": "backup",
-            "stars": 6190,
+            "stars": 6198,
             "flags": [],
-            "last_commit": "05/04/2026",
+            "last_commit": "05/05/2026",
             "language": "Go",
             "license": "GPL-3.0",
             "homepage_url": ""
@@ -1163,7 +1163,7 @@
                 "cross"
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             "category": "backup",
-            "stars": 5651,
+            "stars": 5652,
             "flags": [],
             "last_commit": "05/03/2025",
             "language": "Go",
@@ -1181,9 +1181,9 @@
                 "selfhost"
             ],
             "category": "storage",
-            "stars": 34807,
+            "stars": 34815,
             "flags": [],
-            "last_commit": "05/04/2026",
+            "last_commit": "05/05/2026",
             "language": "PHP",
             "license": "AGPL-3.0",
             "homepage_url": "https://nextcloud.com"
@@ -1219,7 +1219,7 @@
                 "selfhost"
             ],
             "category": "storage",
-            "stars": 8767,
+            "stars": 8766,
             "flags": [],
             "last_commit": "05/02/2026",
             "language": "PHP",
@@ -1237,7 +1237,7 @@
             "category": "storage",
             "stars": 16547,
             "flags": [],
-            "last_commit": "05/02/2026",
+            "last_commit": "05/04/2026",
             "language": "C++",
             "license": "NOASSERTION",
             "homepage_url": "https://ceph.io"
@@ -1253,9 +1253,9 @@
                 "cross"
             ],
             "category": "sync",
-            "stars": 83484,
+            "stars": 83540,
             "flags": [],
-            "last_commit": "05/02/2026",
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