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-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a977-0cb3-7550-af87-1dbe0ce418c0https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a977-0cb3-7550-af87-1dbe0ce418c0Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-04.Thu, 05 Nov 2026 02:08:33 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a977-0cb2-7baa-bd2b-a66c70181d34https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a977-0cb2-7baa-bd2b-a66c70181d34Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-04.Thu, 05 Nov 2026 02:08:33 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a977-0cb3-7c55-8890-0dde3a0c5afbhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a977-0cb3-7c55-8890-0dde3a0c5afbTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-04.Thu, 05 Nov 2026 02:08:33 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a977-0cb4-7358-84f6-94d53a4b6790https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a977-0cb4-7358-84f6-94d53a4b6790The server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-04.Thu, 05 Nov 2026 02:08:33 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a977-0cb0-72d1-9bf7-fc1d98ee266fhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a977-0cb0-72d1-9bf7-fc1d98ee266fTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-04.Thu, 05 Nov 2026 02:08:33 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a451-221b-7903-9583-6c1a56241c88https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a451-221b-7903-9583-6c1a56241c88Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 02:09:02 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a451-221c-7aad-a00d-5bd200fd46echttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a451-221c-7aad-a00d-5bd200fd46ecTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 02:09:02 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a451-221d-72d3-9aef-7f6cefffc2behttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a451-221d-72d3-9aef-7f6cefffc2beTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 02:09:02 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a451-221d-7d2c-bf08-67d9c152bf17https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a451-221d-7d2c-bf08-67d9c152bf17The server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-03.Wed, 04 Nov 2026 02:09:02 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a451-220f-7b08-8e3e-f5c8ee33e3e7https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1a451-220f-7b08-8e3e-f5c8ee33e3e7Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-03.Wed, 04 Nov 2026 02:09:02 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19f2a-f42e-7b02-90f4-5bb503b575f4https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19f2a-f42e-7b02-90f4-5bb503b575f4Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 02:09:14 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19f2a-f42d-7a27-923e-99027c48f1e4https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19f2a-f42d-7a27-923e-99027c48f1e4Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 02:09:14 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19f2a-f42f-7130-941e-99a06d68a51ehttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19f2a-f42f-7130-941e-99a06d68a51eTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 02:09:14 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19f2a-f42f-75bc-b7cf-69183836b465https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19f2a-f42f-75bc-b7cf-69183836b465Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-02.Tue, 03 Nov 2026 02:09:14 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19f2a-f42f-7a62-af0b-934164c20e83https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19f2a-f42f-7a62-af0b-934164c20e83The server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-02.Tue, 03 Nov 2026 02:09:14 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78b-7875-9f6f-23833cb6ca31https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78b-7875-9f6f-23833cb6ca31Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 02:09:30 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d789-7bac-a711-1337969d2066https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d789-7bac-a711-1337969d2066Authorization (pass → fail). Compared against 2026-11-01.Mon, 02 Nov 2026 02:09:30 GMTcriticalregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78a-777d-9b3d-03db4b2638c5https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78a-777d-9b3d-03db4b2638c5Stability (0.20 → fail). Compared against 2026-11-01.Mon, 02 Nov 2026 02:09:30 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78a-7d15-9feb-9f501d0c11a1https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78a-7d15-9feb-9f501d0c11a1Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 02:09:30 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78b-72e7-97cd-8b743aea419bhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78b-72e7-97cd-8b743aea419bTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 02:09:30 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78b-7e65-8653-962562e0d191https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78b-7e65-8653-962562e0d191Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Mon, 02 Nov 2026 02:09:30 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78c-7440-82c9-f80003505174https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19a04-d78c-7440-82c9-f80003505174The server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-01.Mon, 02 Nov 2026 02:09:30 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19921-3e62-747d-801c-e0cf86ab18dehttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19921-3e62-747d-801c-e0cf86ab18deThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-11-01.Sun, 01 Nov 2026 22:00:55 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19921-3e5e-7eeb-baac-d94d180637d6https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19921-3e5e-7eeb-baac-d94d180637d6Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Sun, 01 Nov 2026 22:00:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19921-3e61-7849-a0d1-ea23e18f70fahttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19921-3e61-7849-a0d1-ea23e18f70faTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Sun, 01 Nov 2026 22:00:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19921-3e62-7034-b74c-46975827b42chttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19921-3e62-7034-b74c-46975827b42cTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Sun, 01 Nov 2026 22:00:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19921-3e61-742f-8af3-6a19fc7a8083https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a19921-3e61-742f-8af3-6a19fc7a8083Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-11-01.Sun, 01 Nov 2026 22:00:55 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c15-76c1-938a-1bb38fb463behttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c15-76c1-938a-1bb38fb463beTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 02:04:06 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c13-7554-a74e-1f7a4aa7e6b7https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c13-7554-a74e-1f7a4aa7e6b7Authorization (fail → pass). Compared against 2026-10-30.Sat, 31 Oct 2026 02:04:06 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c15-712a-9839-0b4e73164d2fhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c15-712a-9839-0b4e73164d2fTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 02:04:06 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c17-705b-8cf1-df1d6ae56f32https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c17-705b-8cf1-df1d6ae56f32Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 02:04:06 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c17-7676-91e2-d90b97f4f141https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c17-7676-91e2-d90b97f4f141Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-30.Sat, 31 Oct 2026 02:04:06 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c17-7d36-bc29-328dddfe28e9https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18fb3-2c17-7d36-bc29-328dddfe28e9The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-30.Sat, 31 Oct 2026 02:04:06 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa3-7bc3-9667-70d39e9216c8https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa3-7bc3-9667-70d39e9216c8Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 02:04:18 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa3-75e4-b4a7-8bdda38f1138https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa3-75e4-b4a7-8bdda38f1138Tool “compare_entities” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 02:04:18 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ff9f-7558-ad06-57d02affcb4chttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ff9f-7558-ad06-57d02affcb4cAuthorization (pass → fail). Compared against 2026-10-29.Fri, 30 Oct 2026 02:04:18 GMTcriticalregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa1-7778-9377-ec1fd7781cd4https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa1-7778-9377-ec1fd7781cd4Stability (0.10 → fail). Compared against 2026-10-29.Fri, 30 Oct 2026 02:04:18 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa2-707a-a62d-bbe661f8c75ehttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa2-707a-a62d-bbe661f8c75eTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 02:04:18 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa2-76ee-89bc-806fcd759c0ehttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa2-76ee-89bc-806fcd759c0eTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 02:04:18 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa2-7ec4-a87c-007c796d2181https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa2-7ec4-a87c-007c796d2181Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-29.Fri, 30 Oct 2026 02:04:18 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa4-720a-8c69-9c05df91ba2ehttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18a8c-ffa4-720a-8c69-9c05df91ba2eThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-29.Fri, 30 Oct 2026 02:04:18 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb1-719b-9cd2-87380534950dhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb1-719b-9cd2-87380534950dTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:03:48 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb2-70e9-a9f8-d67f24953704https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb2-70e9-a9f8-d67f24953704Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:03:48 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb4-7460-8326-c7b376c3d655https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb4-7460-8326-c7b376c3d655The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:03:48 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb3-7d3f-810e-84f4372f6c71https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb3-7d3f-810e-84f4372f6c71Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:03:48 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb3-709b-bc51-cf806a40e8echttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb3-709b-bc51-cf806a40e8ecTool “bet_research” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:03:48 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb2-7968-b3b2-11bb640c3f3bhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a18566-2cb2-7968-b3b2-11bb640c3f3bTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-10-28.Thu, 29 Oct 2026 02:03:48 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1803f-93e6-7491-a57a-bbf86bc6e1d3https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1803f-93e6-7491-a57a-bbf86bc6e1d3Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 02:03:32 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1803f-93e4-7c8c-9564-c50072d77362https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1803f-93e4-7c8c-9564-c50072d77362Authorization (fail → pass). Compared against 2026-10-27.Wed, 28 Oct 2026 02:03:32 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1803f-93e6-7df2-ab26-63fd3298cf30https://verifymcp.io/servers/pipeworx-io-epoch-ai-models/epoch-ai-models-mcp#chg-chg_01a1803f-93e6-7df2-ab26-63fd3298cf30Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-10-27.Wed, 28 Oct 2026 02:03:32 GMTsecurityneutraltool.description_changed