Data Toulouse · data-toulouse-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-toulouse-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc6e1-cdb2-72ec-a0f6-8dd345f9fae3https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc6e1-cdb2-72ec-a0f6-8dd345f9fae3The server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-02.Mon, 03 Aug 2026 09:08:34 GMTsecurityneutralserver.instructions_changed[SECURITY] data-toulouse-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc6e1-cdb1-7cca-aaaa-b9003ae22940https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc6e1-cdb1-7cca-aaaa-b9003ae22940Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 09:08:34 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc6e1-cdaf-79eb-b859-31e29b4482bbhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc6e1-cdaf-79eb-b859-31e29b4482bbTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 09:08:34 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc6e1-cda9-7691-beb6-03b5944bd4c4https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc6e1-cda9-7691-beb6-03b5944bd4c4Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 09:08:34 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc6e1-cda2-7162-8253-e6ab67c48694https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc6e1-cda2-7162-8253-e6ab67c48694Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 09:08:34 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc1bf-32f2-7b41-a901-f40fe2e43273https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc1bf-32f2-7b41-a901-f40fe2e43273Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 09:12:40 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc1bf-32f3-78bf-9231-72dd1e0d97bbhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc1bf-32f3-78bf-9231-72dd1e0d97bbTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 09:12:40 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc1bf-32f4-78de-8f3e-982c1ac2775bhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc1bf-32f4-78de-8f3e-982c1ac2775bThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-01.Sun, 02 Aug 2026 09:12:40 GMTsecurityneutralserver.instructions_changed[SECURITY] data-toulouse-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc1bf-32f4-71fc-a8b6-f599d21844b6https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc1bf-32f4-71fc-a8b6-f599d21844b6Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 09:12:40 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc1bf-32f3-7d68-a1bf-80d4a2ad0249https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fc1bf-32f3-7d68-a1bf-80d4a2ad0249Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 09:12:40 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fbca2-8e89-73c6-a6e8-e3dc369aebf1https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fbca2-8e89-73c6-a6e8-e3dc369aebf1Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 09:23:17 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fbca2-8e89-7e5b-93d2-93db666650fahttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fbca2-8e89-7e5b-93d2-93db666650faTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 09:23:17 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fbca2-8e8a-767f-8d98-66b72b7add74https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fbca2-8e8a-767f-8d98-66b72b7add74Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 09:23:17 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fbca2-8e8a-7b0e-858d-1193ffa15ba8https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fbca2-8e8a-7b0e-858d-1193ffa15ba8Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 09:23:17 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fbca2-8e8b-758a-ab95-1e598fe9e376https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fbca2-8e8b-758a-ab95-1e598fe9e376The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-31.Sat, 01 Aug 2026 09:23:17 GMTsecurityneutralserver.instructions_changed[CRITICAL] data-toulouse-mcp: Authorization (unverified → fail)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf0e-74ec-96a4-2f6424f0a419https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf0e-74ec-96a4-2f6424f0a419Authorization (unverified → fail). Compared against 2026-07-28.Wed, 29 Jul 2026 15:04:22 GMTcriticalregressioncheck.reverified[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf0f-7742-8687-065e509d8fe7https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf0f-7742-8687-065e509d8fe7Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 15:04:22 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf0f-7264-a1fb-5081d17c368fhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf0f-7264-a1fb-5081d17c368fTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 15:04:22 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf0e-7b15-ae54-f295c4fae440https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf0e-7b15-ae54-f295c4fae440Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 15:04:22 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf0f-7c0b-b56e-153b2a47b660https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf0f-7c0b-b56e-153b2a47b660Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 15:04:22 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf10-7106-95e9-418e65203860https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fae67-bf10-7106-95e9-418e65203860The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-28.Wed, 29 Jul 2026 15:04:22 GMTsecurityneutralserver.instructions_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fa987-06a1-788b-aeb3-c0deb0910ceahttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fa987-06a1-788b-aeb3-c0deb0910ceaTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 16:20:26 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fa987-06a2-7713-9464-c4ba841b8a9bhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fa987-06a2-7713-9464-c4ba841b8a9bThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-27.Tue, 28 Jul 2026 16:20:26 GMTsecurityneutralserver.instructions_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fa987-06a1-7274-bb2f-fecae9bd801ahttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fa987-06a1-7274-bb2f-fecae9bd801aTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 16:20:26 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fa987-06a1-7cdf-9931-67b4a9356fa4https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fa987-06a1-7cdf-9931-67b4a9356fa4Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 16:20:26 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fa987-06a2-721e-8796-1631c444330ahttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_019fa987-06a2-721e-8796-1631c444330aTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 16:20:26 GMTsecurityneutraltool.description_changed