Data Fulton · data-fulton-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-fulton-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc604-b939-74da-896d-654a99599379https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc604-b939-74da-896d-654a99599379Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 05:07:06 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc604-b93b-712d-9b6e-77ac01ad387ehttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc604-b93b-712d-9b6e-77ac01ad387eThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-02.Mon, 03 Aug 2026 05:07:06 GMTsecurityneutralserver.instructions_changed[SECURITY] data-fulton-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc604-b93a-7c2f-b711-5f5e4a94b4f4https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc604-b93a-7c2f-b711-5f5e4a94b4f4Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 05:07:06 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc604-b93a-7781-b246-c124d0c05dd9https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc604-b93a-7781-b246-c124d0c05dd9Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 05:07:06 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc604-b939-7f0d-a3dd-3deb2042f14ehttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc604-b939-7f0d-a3dd-3deb2042f14eTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 05:07:06 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc0dc-50dc-72ac-bc7a-6c945e47e81chttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc0dc-50dc-72ac-bc7a-6c945e47e81cTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 05:04:51 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc0dc-50dc-7f08-8854-08655462f781https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc0dc-50dc-7f08-8854-08655462f781The server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-01.Sun, 02 Aug 2026 05:04:51 GMTsecurityneutralserver.instructions_changed[SECURITY] data-fulton-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc0dc-50dc-7bae-8d44-0d2f576f9e1chttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc0dc-50dc-7bae-8d44-0d2f576f9e1cTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 05:04:51 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc0dc-50dc-776b-b067-4eaa380710a1https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc0dc-50dc-776b-b067-4eaa380710a1Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 05:04:51 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc0dc-50db-7be0-baf9-4d303db05b6fhttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fc0dc-50db-7be0-baf9-4d303db05b6fTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 05:04:51 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fbbb5-cec9-76b6-a0ea-b06619ca6503https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fbbb5-cec9-76b6-a0ea-b06619ca6503Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:42 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fbbb5-ceca-746e-a5f3-499f542de93fhttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fbbb5-ceca-746e-a5f3-499f542de93fThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:42 GMTsecurityneutralserver.instructions_changed[SECURITY] data-fulton-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fbbb5-ceca-7014-88e9-dfb29b0d95e0https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fbbb5-ceca-7014-88e9-dfb29b0d95e0Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:42 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fbbb5-cec9-7b6b-8eac-8d3c4f851801https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fbbb5-cec9-7b6b-8eac-8d3c4f851801Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:42 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fbbb5-cec8-7c3e-9d78-17ce1e592ff7https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fbbb5-cec8-7c3e-9d78-17ce1e592ff7Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 05:04:42 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd7-744a-9101-f34b71cabffehttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd7-744a-9101-f34b71cabffeThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-28.Wed, 29 Jul 2026 17:12:54 GMTsecurityneutralserver.instructions_changed[SECURITY] data-fulton-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd6-7e17-b02b-56de81715a99https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd6-7e17-b02b-56de81715a99Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 17:12:54 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd6-78a5-a03b-48f0a2cb60ffhttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd6-78a5-a03b-48f0a2cb60ffTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 17:12:54 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd6-737e-9ce2-37b2a3ef3e33https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd6-737e-9ce2-37b2a3ef3e33Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 17:12:54 GMTsecurityneutraltool.description_changed[CRITICAL] data-fulton-mcp: Authorization (unverified → fail)https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd5-7471-9880-381c0ae4d2echttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd5-7471-9880-381c0ae4d2ecAuthorization (unverified → fail). Compared against 2026-07-28.Wed, 29 Jul 2026 17:12:54 GMTcriticalregressioncheck.reverified[SECURITY] data-fulton-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd5-7e19-99ff-2cb388ac3a06https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019faedd-6cd5-7e19-99ff-2cb388ac3a06Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 17:12:54 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a6-7e2c-b380-6497bfa33f6dhttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a6-7e2c-b380-6497bfa33f6dTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 17:57:22 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a8-7697-962b-fe3905cddc64https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a8-7697-962b-fe3905cddc64The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-27.Tue, 28 Jul 2026 17:57:22 GMTsecurityneutralserver.instructions_changed[SECURITY] data-fulton-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a8-7089-b8b8-bf6877ce5b44https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a8-7089-b8b8-bf6877ce5b44Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 17:57:22 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a7-788c-9e36-22892dc602fehttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a7-788c-9e36-22892dc602feTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 17:57:22 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a7-7461-ba59-ee0186c6d091https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a7-7461-ba59-ee0186c6d091Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 17:57:22 GMTsecurityneutraltool.description_changed[SECURITY] data-fulton-mcp: Authorization (fail → unverified)https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a6-77f0-9a4f-6a9137e67d51https://verifymcp.io/servers/pipeworx-io-data-fulton/data-fulton-mcp#chg-chg_019fa9df-c6a6-77f0-9a4f-6a9137e67d51Authorization (fail → unverified). Compared against 2026-07-27.Tue, 28 Jul 2026 17:57:22 GMTsecurityregressioncheck.unverifiable