Data Oakland · data-oakland-mcp · changes | VerifyMCPRecorded 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.io[SECURITY] data-oakland-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc604-b556-731d-9965-6c36e409c8eehttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc604-b556-731d-9965-6c36e409c8eeTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 05:07:05 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc604-b558-70fe-8d63-43247f6fe436https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc604-b558-70fe-8d63-43247f6fe436The server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-02.Mon, 03 Aug 2026 05:07:05 GMTsecurityneutralserver.instructions_changed[SECURITY] data-oakland-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc604-b557-7aca-a82e-972f5a3c2ca2https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc604-b557-7aca-a82e-972f5a3c2ca2Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 05:07:05 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc604-b557-7387-8cb6-c3e9cd8a6459https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc604-b557-7387-8cb6-c3e9cd8a6459Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 05:07:05 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc604-b556-7e07-b5fa-41550606af24https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc604-b556-7e07-b5fa-41550606af24Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 05:07:05 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc0dc-4b03-7aa3-97bb-3ddac17d8255https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc0dc-4b03-7aa3-97bb-3ddac17d8255Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 05:04:50 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc0dc-4b04-798f-82a3-d70e4feba9e8https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc0dc-4b04-798f-82a3-d70e4feba9e8The server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-01.Sun, 02 Aug 2026 05:04:50 GMTsecurityneutralserver.instructions_changed[SECURITY] data-oakland-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc0dc-4b04-75b5-a1bb-8f32e9b41458https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc0dc-4b04-75b5-a1bb-8f32e9b41458Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 05:04:50 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc0dc-4b04-7121-a156-c5daa52569d0https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc0dc-4b04-7121-a156-c5daa52569d0Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 05:04:50 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc0dc-4b03-7536-939c-fa3e3a6304cchttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fc0dc-4b03-7536-939c-fa3e3a6304ccTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 05:04:50 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Authorization (fail → unverified)https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad7-7594-b35e-c75d2d3699d5https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad7-7594-b35e-c75d2d3699d5Authorization (fail → unverified). Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:41 GMTsecurityregressioncheck.unverifiable[SECURITY] data-oakland-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad7-7b4c-9226-8e05567a0f76https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad7-7b4c-9226-8e05567a0f76Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:41 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad8-7036-99eb-3cf9fdc7f051https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad8-7036-99eb-3cf9fdc7f051Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:41 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad8-7443-87c2-e469dfd7be5bhttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad8-7443-87c2-e469dfd7be5bTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:41 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad8-78d3-aed9-c4e3eef63e52https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad8-78d3-aed9-c4e3eef63e52Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:41 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad8-7d32-a308-dfda9b84f322https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fbbb5-cad8-7d32-a308-dfda9b84f322The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:41 GMTsecurityneutralserver.instructions_changed[SECURITY] data-oakland-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71da-7911-92f1-30db42754823https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71da-7911-92f1-30db42754823The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-28.Wed, 29 Jul 2026 16:31:25 GMTsecurityneutralserver.instructions_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71da-703b-bfae-ee39f1f9d679https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71da-703b-bfae-ee39f1f9d679Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 16:31:25 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71d9-79df-9165-e7f1c61b9f6dhttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71d9-79df-9165-e7f1c61b9f6dTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 16:31:25 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Authorization (fail → unverified)https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71d8-7d54-8aa4-613e56b0f08chttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71d8-7d54-8aa4-613e56b0f08cAuthorization (fail → unverified). Compared against 2026-07-28.Wed, 29 Jul 2026 16:31:25 GMTsecurityregressioncheck.unverifiable[SECURITY] data-oakland-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71d9-74e6-b97c-499f8dd36c60https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71d9-74e6-b97c-499f8dd36c60Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 16:31:25 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71da-7521-82d2-903fa6015f11https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019faeb7-71da-7521-82d2-903fa6015f11Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 16:31:25 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fa98b-e281-7784-9a6f-3395ea571b02https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fa98b-e281-7784-9a6f-3395ea571b02The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-27.Tue, 28 Jul 2026 16:25:44 GMTsecurityneutralserver.instructions_changed[SECURITY] data-oakland-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fa98b-e281-70ad-a4c2-ca9cfef98ac7https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fa98b-e281-70ad-a4c2-ca9cfef98ac7Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 16:25:44 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fa98b-e280-7a91-a81a-acfae375abd7https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fa98b-e280-7a91-a81a-acfae375abd7Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 16:25:44 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fa98b-e280-7368-82e9-6a5337a26f3ehttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fa98b-e280-7368-82e9-6a5337a26f3eTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 16:25:44 GMTsecurityneutraltool.description_changed[SECURITY] data-oakland-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fa98b-e27f-789e-8409-33f7cf6d7747https://verifymcp.io/servers/pipeworx-io-data-oakland/data-oakland-mcp#chg-chg_019fa98b-e27f-789e-8409-33f7cf6d7747Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 16:25:44 GMTsecurityneutraltool.description_changed