Recorded changes to this MCP component: tools, parameters, capabilities, advisories and trust-score checks. Security-relevant changes by default; append ?materiality=all for everything.https://verifymcp.iohttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1aa33-87be-724a-887b-19f379f6363chttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1aa33-87be-724a-887b-19f379f6363cStability (0.30 → fail). Compared against 2026-11-04.Thu, 05 Nov 2026 05:34:26 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1aa33-87bb-70cd-bcb4-adb8a56f2e5chttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1aa33-87bb-70cd-bcb4-adb8a56f2e5cAuthorization (pass → fail). Compared against 2026-11-04.Thu, 05 Nov 2026 05:34:26 GMTcriticalregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10d-7278-b9b6-8f2d82bfe187https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10d-7278-b9b6-8f2d82bfe187The server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-03.Wed, 04 Nov 2026 05:27:37 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10c-73b4-9c68-4b443d262d83https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10c-73b4-9c68-4b443d262d83Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 05:27:37 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10b-7e45-b2a5-3f4b2fff692chttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10b-7e45-b2a5-3f4b2fff692cTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 05:27:37 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10b-7164-b463-c8fc022ea0e0https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10b-7164-b463-c8fc022ea0e0Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 05:27:37 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10c-797f-926f-450cf0043c0bhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1a506-f10c-797f-926f-450cf0043c0bTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 05:27:37 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5681-7077-8ddd-1012c885b842https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5681-7077-8ddd-1012c885b842Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 05:30:38 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5681-769c-b853-61c218c5ffebhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5681-769c-b853-61c218c5ffebTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 05:30:38 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5681-7c52-b7ee-8ad867be9222https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5681-7c52-b7ee-8ad867be9222Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 05:30:38 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5682-7141-abf3-a0f57a3fa20bhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5682-7141-abf3-a0f57a3fa20bThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-02.Tue, 03 Nov 2026 05:30:38 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5680-72f0-822b-265dffa90a20https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19fe3-5680-72f0-822b-265dffa90a20Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 05:30:38 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0b-7f21-9bc7-d4e3ce0865f2https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0b-7f21-9bc7-d4e3ce0865f2Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 03:25:30 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0c-74fc-851d-062851b6ea4ahttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0c-74fc-851d-062851b6ea4aThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-01.Mon, 02 Nov 2026 03:25:30 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0b-72fd-8da3-ff9baa528efdhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0b-72fd-8da3-ff9baa528efdTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 03:25:30 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b09-7bdb-a1da-63f3d9da1bd3https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b09-7bdb-a1da-63f3d9da1bd3Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 03:25:30 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0b-790d-92d6-4e8287ed6892https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19a4a-6b0b-790d-92d6-4e8287ed6892Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 03:25:30 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e76-7462-894b-c6634c93c9fbhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e76-7462-894b-c6634c93c9fbTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-31.Sun, 01 Nov 2026 05:20:15 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e78-7d85-adaa-8d756d939d98https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e78-7d85-adaa-8d756d939d98The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-31.Sun, 01 Nov 2026 05:20:15 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e71-79ae-8a2a-0a433c84c498https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e71-79ae-8a2a-0a433c84c498Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-31.Sun, 01 Nov 2026 05:20:15 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e74-7db0-8f2f-9051f005d85ahttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e74-7db0-8f2f-9051f005d85aTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-31.Sun, 01 Nov 2026 05:20:15 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e75-763f-adca-0f1f4c4e498ahttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a1958d-1e75-763f-adca-0f1f4c4e498aTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-31.Sun, 01 Nov 2026 05:20:15 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8945-7254-9d1b-f5a320db5dd4https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8945-7254-9d1b-f5a320db5dd4Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 05:18:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8947-72fc-b36f-acc4f6cd6b28https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8947-72fc-b36f-acc4f6cd6b28Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 05:18:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8947-7b9e-86c8-9ad5d235d322https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8947-7b9e-86c8-9ad5d235d322Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 05:18:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8946-7a06-84c2-f42af2918655https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8946-7a06-84c2-f42af2918655Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 05:18:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8948-73b5-875a-b7e8e68c58ffhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a19065-8948-73b5-875a-b7e8e68c58ffThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-30.Sat, 31 Oct 2026 05:18:55 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538b-7e98-82c1-2a79ff1d157fhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538b-7e98-82c1-2a79ff1d157fTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 05:22:22 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538c-73aa-a92f-a008cde58562https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538c-73aa-a92f-a008cde58562Tool “compare_entities” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 05:22:22 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538c-77be-9124-4b6365481adahttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538c-77be-9124-4b6365481adaTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 05:22:22 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538c-7c4c-ba6f-736626b3fea7https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538c-7c4c-ba6f-736626b3fea7The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-29.Fri, 30 Oct 2026 05:22:22 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538a-75c4-a022-ee165003c542https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538a-75c4-a022-ee165003c542Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 05:22:22 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538b-7834-bc4a-eae4ac81c2b1https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18b42-538b-7834-bc4a-eae4ac81c2b1Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 05:22:22 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7884-7088-b2ab-01c71b872c02https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7884-7088-b2ab-01c71b872c02Tool “bet_research” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 05:11:59 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7883-76fb-8570-fe2a176d82bfhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7883-76fb-8570-fe2a176d82bfTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 05:11:59 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7882-7eef-a91d-b463d2788905https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7882-7eef-a91d-b463d2788905Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 05:11:59 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7880-7f25-a046-2c9c2258060fhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7880-7f25-a046-2c9c2258060fTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 05:11:59 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7885-7593-9cdb-4ef2b0e10f8fhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7885-7593-9cdb-4ef2b0e10f8fThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-28.Thu, 29 Oct 2026 05:11:59 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7884-7ee7-89ea-2a869ec8bdabhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a18612-7884-7ee7-89ea-2a869ec8bdabTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 05:11:59 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea1-7d71-8cb4-444936ed356ehttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea1-7d71-8cb4-444936ed356eTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 05:09:57 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea0-72cb-ba20-1858afb19045https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea0-72cb-ba20-1858afb19045Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 05:09:57 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea2-7389-aa33-65f5979f3c7fhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea2-7389-aa33-65f5979f3c7fTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 05:09:57 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea3-7216-8171-d29c1c1157a8https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea3-7216-8171-d29c1c1157a8Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 05:09:57 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea4-7508-aa2d-a40de4b20e96https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea4-7508-aa2d-a40de4b20e96Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 05:09:57 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea6-7495-a36e-4a21b22445a9https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a180ea-3ea6-7495-a36e-4a21b22445a9The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-27.Wed, 28 Oct 2026 05:09:57 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01ba-7890-b417-44e1bdea9164https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01ba-7890-b417-44e1bdea9164Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-26.Tue, 27 Oct 2026 05:08:59 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bb-7759-adb1-d769a7e2649bhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bb-7759-adb1-d769a7e2649bTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-26.Tue, 27 Oct 2026 05:08:59 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bc-7723-955e-2e3a2ae71f14https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bc-7723-955e-2e3a2ae71f14Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-26.Tue, 27 Oct 2026 05:08:59 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bc-7f21-b489-fc6f010ac041https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bc-7f21-b489-fc6f010ac041Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-26.Tue, 27 Oct 2026 05:08:59 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bd-79e6-bc34-b60f340aef37https://verifymcp.io/servers/pipeworx-io-fragile-states-index/fragile-states-index-mcp#chg-chg_01a17bc3-01bd-79e6-bc34-b60f340aef37The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-26.Tue, 27 Oct 2026 05:08:59 GMTsecurityneutralserver.instructions_changed