Seo Ai Visibility · seo-ai-visibility-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] seo-ai-visibility-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc5ca-7c72-7d14-90e2-3a35840b9928https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc5ca-7c72-7d14-90e2-3a35840b9928Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 04:03:29 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc5ca-7c74-771e-b676-1e1c21852adchttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc5ca-7c74-771e-b676-1e1c21852adcThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-02.Mon, 03 Aug 2026 04:03:29 GMTsecurityneutralserver.instructions_changed[SECURITY] seo-ai-visibility-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc5ca-7c73-7f16-81cd-ca98df6a6fd7https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc5ca-7c73-7f16-81cd-ca98df6a6fd7Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 04:03:29 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc5ca-7c73-779b-9d1f-1cb390704a45https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc5ca-7c73-779b-9d1f-1cb390704a45Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 04:03:29 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc5ca-7c73-72fc-8fe3-22f6433dca9chttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc5ca-7c73-72fc-8fe3-22f6433dca9cTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 04:03:29 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc0a6-54e7-7e1b-850f-59f3ff9e6edfhttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc0a6-54e7-7e1b-850f-59f3ff9e6edfTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 04:05:54 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc0a6-54e9-7ba4-9976-e1604a69a4d0https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc0a6-54e9-7ba4-9976-e1604a69a4d0The server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-01.Sun, 02 Aug 2026 04:05:54 GMTsecurityneutralserver.instructions_changed[SECURITY] seo-ai-visibility-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc0a6-54e9-7862-966b-a7a0e5357b34https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc0a6-54e9-7862-966b-a7a0e5357b34Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 04:05:54 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc0a6-54e9-7474-bcc2-4cb63adcdfachttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc0a6-54e9-7474-bcc2-4cb63adcdfacTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 04:05:54 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc0a6-54e7-79cc-97d8-e14d591b9284https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fc0a6-54e7-79cc-97d8-e14d591b9284Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 04:05:54 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fbb7f-28a9-74cc-a190-9e0d3eb1025fhttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fbb7f-28a9-74cc-a190-9e0d3eb1025fTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 04:05:00 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fbb7f-28aa-7947-9b4c-85cafae49419https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fbb7f-28aa-7947-9b4c-85cafae49419The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-31.Sat, 01 Aug 2026 04:05:00 GMTsecurityneutralserver.instructions_changed[SECURITY] seo-ai-visibility-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fbb7f-28a9-7e52-ac17-806d063b17fchttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fbb7f-28a9-7e52-ac17-806d063b17fcTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 04:05:00 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fbb7f-28a9-79ec-9ec8-6c436d1b797ehttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fbb7f-28a9-79ec-9ec8-6c436d1b797eTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 04:05:00 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fbb7f-28a8-70b9-9284-04e6cbb1f28ehttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fbb7f-28a8-70b9-9284-04e6cbb1f28eTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 04:05:00 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d33-7e6c-9e30-4af121726c01https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d33-7e6c-9e30-4af121726c01The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-28.Wed, 29 Jul 2026 17:15:46 GMTsecurityneutralserver.instructions_changed[SECURITY] seo-ai-visibility-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d33-78f7-8be0-d941de95abbahttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d33-78f7-8be0-d941de95abbaTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 17:15:46 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d33-73ca-b1cd-aac41e03d908https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d33-73ca-b1cd-aac41e03d908Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 17:15:46 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d32-7dde-93bf-a4ebb1b0f36dhttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d32-7dde-93bf-a4ebb1b0f36dTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 17:15:46 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Authorization (fail → unverified)https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d31-7f1f-8dda-9af0383278adhttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d31-7f1f-8dda-9af0383278adAuthorization (fail → unverified). Compared against 2026-07-28.Wed, 29 Jul 2026 17:15:46 GMTsecurityregressioncheck.unverifiable[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d32-77da-bfe7-14828f90ac55https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019faee0-0d32-77da-bfe7-14828f90ac55Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 17:15:46 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5413-7acc-b832-72666846f568https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5413-7acc-b832-72666846f568Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 18:06:43 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5415-735d-8396-65e798e1b32ahttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5415-735d-8396-65e798e1b32aThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-27.Tue, 28 Jul 2026 18:06:43 GMTsecurityneutralserver.instructions_changed[SECURITY] seo-ai-visibility-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5414-7db6-a725-3bc92d7423d6https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5414-7db6-a725-3bc92d7423d6Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 18:06:43 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5414-771a-8c0a-bc4e06498ed1https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5414-771a-8c0a-bc4e06498ed1Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 18:06:43 GMTsecurityneutraltool.description_changed[SECURITY] seo-ai-visibility-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5414-710c-aed9-11d2acaded27https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5414-710c-aed9-11d2acaded27Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 18:06:43 GMTsecurityneutraltool.description_changed[CRITICAL] seo-ai-visibility-mcp: Authorization (unverified → fail)https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5413-74a9-a0e2-6d41984e5777https://verifymcp.io/servers/pipeworx-io-seo-ai-visibility/seo-ai-visibility-mcp#chg-chg_019fa9e8-5413-74a9-a0e2-6d41984e5777Authorization (unverified → fail). Compared against 2026-07-27.Tue, 28 Jul 2026 18:06:43 GMTcriticalregressioncheck.reverified