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-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a5a8-1b57-7af6-9934-d9b27dff3a48https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a5a8-1b57-7af6-9934-d9b27dff3a48Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 08:23:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a5a8-1b57-7363-91f5-bd315c399314https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a5a8-1b57-7363-91f5-bd315c399314Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 08:23:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a5a8-1b58-75d2-a78f-4d4b3c9526e6https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a5a8-1b58-75d2-a78f-4d4b3c9526e6The server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-03.Wed, 04 Nov 2026 08:23:40 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a5a8-1b56-70b8-aae7-b82bc41edb7dhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a5a8-1b56-70b8-aae7-b82bc41edb7dTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 08:23:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a5a8-1b58-7133-a657-f6f9c585e7aehttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a5a8-1b58-7133-a657-f6f9c585e7aeTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 08:23:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a083-c2de-7bab-9931-4c24c0ec68d8https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a083-c2de-7bab-9931-4c24c0ec68d8Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 08:25:52 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a083-c2e1-7676-857d-7225cf93865bhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a083-c2e1-7676-857d-7225cf93865bTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 08:25:52 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a083-c2e2-7a72-85ec-175dda029a86https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a083-c2e2-7a72-85ec-175dda029a86Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 08:25:52 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a083-c2e3-723c-aea2-86225a6cdc5chttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a083-c2e3-723c-aea2-86225a6cdc5cTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 08:25:52 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a083-c2e3-79c8-80a4-e2b491a4ba98https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1a083-c2e3-79c8-80a4-e2b491a4ba98The server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-02.Tue, 03 Nov 2026 08:25:52 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19b5b-68da-7d6d-802f-6b821f9d015ehttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19b5b-68da-7d6d-802f-6b821f9d015eTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 08:23:41 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19b5b-68db-76b6-a8db-ee6822c3810fhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19b5b-68db-76b6-a8db-ee6822c3810fTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 08:23:41 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19b5b-68db-7da7-bfb7-19c89e5fc0d0https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19b5b-68db-7da7-bfb7-19c89e5fc0d0Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 08:23:41 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19b5b-68dc-783c-afcb-73a0e526164bhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19b5b-68dc-783c-afcb-73a0e526164bThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-01.Mon, 02 Nov 2026 08:23:41 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19b5b-68d9-76c0-b564-92d411a3a675https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19b5b-68d9-76c0-b564-92d411a3a675Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 08:23:41 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19635-f4c9-7545-8002-03efe49f616ehttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19635-f4c9-7545-8002-03efe49f616eTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-31.Sun, 01 Nov 2026 08:24:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19635-f4c9-7a5a-a7cf-ef4215c273e0https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19635-f4c9-7a5a-a7cf-ef4215c273e0The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-31.Sun, 01 Nov 2026 08:24:40 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19635-f4c8-7885-a96c-32042d801068https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19635-f4c8-7885-a96c-32042d801068Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-31.Sun, 01 Nov 2026 08:24:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19635-f4c9-7001-b03e-e19030aabcb5https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19635-f4c9-7001-b03e-e19030aabcb5Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-31.Sun, 01 Nov 2026 08:24:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19635-f4c7-7639-97d0-ab35e0da52edhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a19635-f4c7-7639-97d0-ab35e0da52edTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-31.Sun, 01 Nov 2026 08:24:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1910e-ac35-7c79-856e-da40084137d9https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1910e-ac35-7c79-856e-da40084137d9The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-30.Sat, 31 Oct 2026 08:23:40 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1910e-ac35-7305-90f0-1975d44043b3https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1910e-ac35-7305-90f0-1975d44043b3Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 08:23:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1910e-ac35-7805-ace3-003e8a83fecehttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1910e-ac35-7805-ace3-003e8a83feceTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 08:23:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1910e-ac34-7cf1-bd99-809dfa8359b4https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1910e-ac34-7cf1-bd99-809dfa8359b4Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 08:23:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1910e-ac33-7b1b-a13f-a1db2b109b2bhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1910e-ac33-7b1b-a13f-a1db2b109b2bTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 08:23:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9556-74d6-b638-b36571b06df8https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9556-74d6-b638-b36571b06df8Tool “compare_entities” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 09:25:07 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-954e-7b7d-ab2b-ba7bbc564908https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-954e-7b7d-ab2b-ba7bbc564908Authorization (fail → pass). Compared against 2026-10-29.Fri, 30 Oct 2026 09:25:07 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9552-7d38-8258-177a8f9a45c5https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9552-7d38-8258-177a8f9a45c5Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 09:25:07 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9554-7e5e-af9d-a8f6d6e8bc91https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9554-7e5e-af9d-a8f6d6e8bc91Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 09:25:07 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9555-7604-9610-b58ed4047edehttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9555-7604-9610-b58ed4047edeTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 09:25:07 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9567-7501-8c81-30c946cb5a44https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9567-7501-8c81-30c946cb5a44Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 09:25:07 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9568-71bd-9dfc-8924a6ea08cahttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a18c20-9568-71bd-9dfc-8924a6ea08caThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-29.Fri, 30 Oct 2026 09:25:07 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb57-72da-be9c-4b4c019d2a1dhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb57-72da-be9c-4b4c019d2a1dTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:14:26 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb57-7978-9671-50e1f78ec3b9https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb57-7978-9671-50e1f78ec3b9The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:14:26 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb56-7816-9991-ace313765f3ehttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb56-7816-9991-ace313765f3eTool “bet_research” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:14:26 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb56-7281-ab13-59ef81b1dea3https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb56-7281-ab13-59ef81b1dea3Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:14:26 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb55-7ae2-bde6-362436707ad5https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb55-7ae2-bde6-362436707ad5Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:14:26 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb55-74e3-92a9-027187b1bcd8https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb55-74e3-92a9-027187b1bcd8Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:14:26 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb54-750d-93b8-65f4fcba523ahttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1856f-eb54-750d-93b8-65f4fcba523aAuthorization (pass → fail). Compared against 2026-10-28.Thu, 29 Oct 2026 02:14:26 GMTcriticalregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-957c-764e-a5b7-e1c408a96006https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-957c-764e-a5b7-e1c408a96006Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 08:23:39 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-957f-7bfb-a00f-2203d6ba657ahttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-957f-7bfb-a00f-2203d6ba657aTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 08:23:39 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-957f-73df-9557-e63a34c5fd11https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-957f-73df-9557-e63a34c5fd11Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 08:23:39 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-957e-77f3-ad2e-25c1e7645423https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-957e-77f3-ad2e-25c1e7645423Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 08:23:39 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-9580-72e1-9703-6b4f314974e1https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-9580-72e1-9703-6b4f314974e1Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 08:23:39 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-9582-70e0-9edc-a5db276460f2https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a1819b-9582-70e0-9edc-a5db276460f2The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-27.Wed, 28 Oct 2026 08:23:39 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a17c75-2d4d-7903-8367-7c8e7c770fc5https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a17c75-2d4d-7903-8367-7c8e7c770fc5Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-26.Tue, 27 Oct 2026 08:23:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a17c75-2d4b-7b21-8da5-13b8c4ce657bhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a17c75-2d4b-7b21-8da5-13b8c4ce657bTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-26.Tue, 27 Oct 2026 08:23:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a17c75-2d4c-7ce0-85e1-7a7d437534b1https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a17c75-2d4c-7ce0-85e1-7a7d437534b1Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-26.Tue, 27 Oct 2026 08:23:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a17c75-2d4d-7450-9b96-309095f1108ahttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a17c75-2d4d-7450-9b96-309095f1108aTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-26.Tue, 27 Oct 2026 08:23:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a17c75-2d4d-7e41-a3e8-aa83600b3692https://verifymcp.io/servers/pipeworx-io-algorithm-finder/algorithm-finder-mcp#chg-chg_01a17c75-2d4d-7e41-a3e8-aa83600b3692The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-26.Tue, 27 Oct 2026 08:23:36 GMTsecurityneutralserver.instructions_changed