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-pypi/pypi-mcp#chg-chg_01a09db0-a6d5-764d-8b8f-05d8ea49e32ehttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09db0-a6d5-764d-8b8f-05d8ea49e32eAuthorization (pass → unverified). Compared against 2026-09-13.Mon, 14 Sep 2026 02:13:15 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09db0-a6d6-7d7c-bbad-a2fc758ae024https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09db0-a6d6-7d7c-bbad-a2fc758ae024Stability (pass → fail). Compared against 2026-09-13.Mon, 14 Sep 2026 02:13:15 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09db0-a6d7-73b3-b020-0ff0ec73acaehttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09db0-a6d7-73b3-b020-0ff0ec73acaeTool safety (pass → unverified). Compared against 2026-09-13.Mon, 14 Sep 2026 02:13:15 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0988a-947b-78de-a2fe-937fc7cd7478https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0988a-947b-78de-a2fe-937fc7cd7478Authorization (unverified → pass). Compared against 2026-09-12.Sun, 13 Sep 2026 02:13:33 GMTsecurityimprovementcheck.reverifiedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0988a-947c-7b67-92e2-a48534d43ee4https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0988a-947c-7b67-92e2-a48534d43ee4Injection markers (unverified → pass). Compared against 2026-09-12.Sun, 13 Sep 2026 02:13:33 GMTsecurityimprovementcheck.reverifiedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0988a-947d-722b-9dcc-a44dc63a6f12https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0988a-947d-722b-9dcc-a44dc63a6f12Stability (fail → pass). Compared against 2026-09-12.Sun, 13 Sep 2026 02:13:33 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09363-ecda-7dc2-aa8e-4975b037dc46https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09363-ecda-7dc2-aa8e-4975b037dc46Stability (pass → fail). Compared against 2026-09-11.Sat, 12 Sep 2026 02:13:14 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09363-ecdb-7bb3-a7c6-3695b8ec4afchttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09363-ecdb-7bb3-a7c6-3695b8ec4afcAuthorization (fail → unverified). Compared against 2026-09-11.Sat, 12 Sep 2026 02:13:14 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09363-ecdc-7248-918c-92a8f03001c6https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a09363-ecdc-7248-918c-92a8f03001c6Tool safety (pass → unverified). Compared against 2026-09-11.Sat, 12 Sep 2026 02:13:14 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08e3d-d31b-78a3-9e81-ad7d73ddddddhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08e3d-d31b-78a3-9e81-ad7d73ddddddTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 02:13:31 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08e3d-d31c-7996-8d86-486e8fd692fchttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08e3d-d31c-7996-8d86-486e8fd692fcTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 02:13:31 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08e3d-d31c-7ddc-b7e0-1763e32d2fa5https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08e3d-d31c-7ddc-b7e0-1763e32d2fa5Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 02:13:31 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08e3d-d31d-733a-9f5a-04b117dfe88ahttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08e3d-d31d-733a-9f5a-04b117dfe88aTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 02:13:31 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08e3d-d31d-77da-8b78-cac7a632d9efhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08e3d-d31d-77da-8b78-cac7a632d9efThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-10.Fri, 11 Sep 2026 02:13:31 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08918-6237-7a8c-8f5d-0961fec1e028https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08918-6237-7a8c-8f5d-0961fec1e028Authorization (unverified → fail). Compared against 2026-09-09.Thu, 10 Sep 2026 02:14:31 GMTcriticalregressioncheck.reverifiedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08918-6238-7dfb-aae4-11e8cef90439https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08918-6238-7dfb-aae4-11e8cef90439Injection markers (unverified → pass). Compared against 2026-09-09.Thu, 10 Sep 2026 02:14:31 GMTsecurityimprovementcheck.reverifiedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08918-6239-7488-9f58-9b93874177a0https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a08918-6239-7488-9f58-9b93874177a0Stability (fail → pass). Compared against 2026-09-09.Thu, 10 Sep 2026 02:14:31 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a083f2-c125-7e2c-84cc-3fc1bc1f5655https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a083f2-c125-7e2c-84cc-3fc1bc1f5655Stability (pass → fail). Compared against 2026-09-08.Wed, 09 Sep 2026 02:15:19 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a083f2-c129-703a-80be-6ee061f8ec54https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a083f2-c129-703a-80be-6ee061f8ec54Authorization (fail → unverified). Compared against 2026-09-08.Wed, 09 Sep 2026 02:15:19 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a083f2-c129-7b8e-afb0-4753c482fe31https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a083f2-c129-7b8e-afb0-4753c482fe31Tool safety (pass → unverified). Compared against 2026-09-08.Wed, 09 Sep 2026 02:15:19 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-5285-764d-b1dc-e9acd80ab395https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-5285-764d-b1dc-e9acd80ab395HTTPS (unverified → fail). Compared against 2026-09-07.Tue, 08 Sep 2026 02:19:36 GMTsecurityregressioncheck.reverifiedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-5286-7ac8-8616-4942182571bdhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-5286-7ac8-8616-4942182571bdTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 02:19:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-5287-778d-80a7-264c2a85363fhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-5287-778d-80a7-264c2a85363fTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 02:19:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-5287-7eaf-83c7-4502f8850868https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-5287-7eaf-83c7-4502f8850868Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 02:19:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-528a-7645-98cc-5f06d7b635b9https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-528a-7645-98cc-5f06d7b635b9Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 02:19:36 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-528d-7df8-9d27-ddf21d45fd77https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a07ed0-528d-7df8-9d27-ddf21d45fd77The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-07.Tue, 08 Sep 2026 02:19:36 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a079a9-9098-79a3-bca3-e8e2c077d1f1https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a079a9-9098-79a3-bca3-e8e2c077d1f1Authorization (pass → fail). Compared against 2026-09-06.Mon, 07 Sep 2026 02:19:10 GMTcriticalregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a079a9-9099-7e3a-8b79-988bcaf848cbhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a079a9-9099-7e3a-8b79-988bcaf848cbHTTPS (fail → unverified). Compared against 2026-09-06.Mon, 07 Sep 2026 02:19:10 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0747e-03a6-7539-aa70-d7285ad52d23https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0747e-03a6-7539-aa70-d7285ad52d23Authorization (fail → pass). Compared against 2026-09-05.Sun, 06 Sep 2026 02:13:30 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06f57-aabd-7852-8f15-a606039793fehttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06f57-aabd-7852-8f15-a606039793feTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 02:13:31 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06f57-aabf-705f-9d90-0be0947535adhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06f57-aabf-705f-9d90-0be0947535adTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 02:13:31 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06f57-aac2-7932-8175-4b8e929fec7dhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06f57-aac2-7932-8175-4b8e929fec7dTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 02:13:31 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06f57-aac5-7ca4-8a6e-8c693b499563https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06f57-aac5-7ca4-8a6e-8c693b499563Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 02:13:31 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06f57-aac6-7560-be37-13abb12a52c0https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06f57-aac6-7560-be37-13abb12a52c0The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-04.Sat, 05 Sep 2026 02:13:31 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb1b-7b04-985e-74b9ff9d6ea9https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb1b-7b04-985e-74b9ff9d6ea9Authorization (pass → fail). Compared against 2026-09-03.Fri, 04 Sep 2026 02:13:05 GMTcriticalregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb1e-7d53-9ff9-cf83c2541533https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb1e-7d53-9ff9-cf83c2541533Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 02:13:05 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb20-7f21-91e4-c9d303323a35https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb20-7f21-91e4-c9d303323a35Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 02:13:05 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb21-7642-91b2-a484a3c6e650https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb21-7642-91b2-a484a3c6e650Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 02:13:05 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb21-7be3-96a8-18c87814368fhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb21-7be3-96a8-18c87814368fTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 02:13:05 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb22-77a9-a504-be755d73a28dhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb22-77a9-a504-be755d73a28dTool “entity_profile” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 02:13:05 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb26-7954-84ac-4694648ff47ahttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a06a30-eb26-7954-84ac-4694648ff47aThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-03.Fri, 04 Sep 2026 02:13:05 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64eb-726e-a5c8-81cadcfb5931https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64eb-726e-a5c8-81cadcfb5931Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 02:12:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64eb-7e56-8d38-02bca0182aeahttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64eb-7e56-8d38-02bca0182aeaTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 02:12:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64ec-739a-af53-7d7ca1458f37https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64ec-739a-af53-7d7ca1458f37Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 02:12:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64ec-7847-930c-d2de070e11dchttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64ec-7847-930c-d2de070e11dcTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 02:12:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64ec-7cbe-af15-f0b28658c3a3https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64ec-7cbe-af15-f0b28658c3a3Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 02:12:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64ed-7178-8bd5-506d5db4c1d6https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a0650a-64ed-7178-8bd5-506d5db4c1d6The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-02.Thu, 03 Sep 2026 02:12:55 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a05fe3-4394-7795-a813-2654551e7dffhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a05fe3-4394-7795-a813-2654551e7dffTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 02:12:04 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a05fe3-4397-71d7-9154-fdca9cd5710fhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a05fe3-4397-71d7-9154-fdca9cd5710fTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 02:12:04 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a05fe3-4397-7aec-baac-a0d755662848https://verifymcp.io/servers/pipeworx-io-pypi/pypi-mcp#chg-chg_01a05fe3-4397-7aec-baac-a0d755662848Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 02:12:04 GMTsecurityneutraltool.description_changed