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: Authorization (pass → unverified)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a094e2-ae2b-7390-9fce-a73733e01432https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a094e2-ae2b-7390-9fce-a73733e01432Authorization (pass → unverified). Compared against 2026-09-11.Sat, 12 Sep 2026 09:11:18 GMTsecurityregressioncheck.unverifiable[SECURITY] data-toulouse-mcp: Stability (pass → fail)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a094e2-ae2c-7162-81a0-539a67cc9596https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a094e2-ae2c-7162-81a0-539a67cc9596Stability (pass → fail). Compared against 2026-09-11.Sat, 12 Sep 2026 09:11:18 GMTsecurityregressioncheck.verdict[SECURITY] data-toulouse-mcp: Tool safety (pass → unverified)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a094e2-ae2c-76f1-a063-efc854696092https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a094e2-ae2c-76f1-a063-efc854696092Tool safety (pass → unverified). Compared against 2026-09-11.Sat, 12 Sep 2026 09:11:18 GMTsecurityregressioncheck.unverifiable[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_01a08fbb-5ef7-7a8d-a76c-475b8bda2dd1https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08fbb-5ef7-7a8d-a76c-475b8bda2dd1Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 09:10:16 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_01a08fbb-5eff-7ad8-822e-1e44cd6ff2fbhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08fbb-5eff-7ad8-822e-1e44cd6ff2fbTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 09:10:16 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_01a08fbb-5f00-7e0a-8d80-22bc717e5d0chttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08fbb-5f00-7e0a-8d80-22bc717e5d0cTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 09:10:16 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_01a08fbb-5f02-7a2d-a2b7-831a3a75482fhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08fbb-5f02-7a2d-a2b7-831a3a75482fTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 09:10:16 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_01a08fbb-5f03-72a7-9376-15bca50518afhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08fbb-5f03-72a7-9376-15bca50518afThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-10.Fri, 11 Sep 2026 09:10:16 GMTsecurityneutralserver.instructions_changed[SECURITY] data-toulouse-mcp: Authorization (unverified → pass)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08a96-84fd-776b-aa5c-24834aed73a3https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08a96-84fd-776b-aa5c-24834aed73a3Authorization (unverified → pass). Compared against 2026-09-09.Thu, 10 Sep 2026 09:11:55 GMTsecurityimprovementcheck.reverified[SECURITY] data-toulouse-mcp: Injection markers (unverified → pass)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08a96-84ff-7df6-9aa2-3fc7e4d3448fhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08a96-84ff-7df6-9aa2-3fc7e4d3448fInjection markers (unverified → pass). Compared against 2026-09-09.Thu, 10 Sep 2026 09:11:55 GMTsecurityimprovementcheck.reverified[SECURITY] data-toulouse-mcp: Stability (fail → pass)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08a96-8500-73cd-bb87-dc563d70dc3bhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a08a96-8500-73cd-bb87-dc563d70dc3bStability (fail → pass). Compared against 2026-09-09.Thu, 10 Sep 2026 09:11:55 GMTsecurityimprovementcheck.verdict[SECURITY] data-toulouse-mcp: Stability (pass → fail)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a0804b-2403-7e0e-8199-a72248bf928dhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a0804b-2403-7e0e-8199-a72248bf928dStability (pass → fail). Compared against 2026-09-07.Tue, 08 Sep 2026 09:13:22 GMTsecurityregressioncheck.verdict[SECURITY] data-toulouse-mcp: Tool safety (pass → unverified)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a0804b-2407-76c0-8193-1210c67d9f20https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a0804b-2407-76c0-8193-1210c67d9f20Tool safety (pass → unverified). Compared against 2026-09-07.Tue, 08 Sep 2026 09:13:22 GMTsecurityregressioncheck.unverifiable[SECURITY] data-toulouse-mcp: Authorization (Authorisation not fully verified: no authorisation is required to connect, but we couldn't read the tool list to see what that exposes.)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a0804b-2408-7076-9f7b-bfb6f1b19c3dhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a0804b-2408-7076-9f7b-bfb6f1b19c3dAuthorization (Authorisation not fully verified: no authorisation is required to connect, but we couldn't read the tool list to see what that exposes.). Compared against 2026-09-07.Tue, 08 Sep 2026 09:13:22 GMTsecurityneutralcheck.reason[SECURITY] data-toulouse-mcp: Authorization (pass → unverified)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a07b23-c944-7b4a-8e60-f6ab64627a24https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a07b23-c944-7b4a-8e60-f6ab64627a24Authorization (pass → unverified). Compared against 2026-09-06.Mon, 07 Sep 2026 09:12:17 GMTsecurityregressioncheck.unverifiable[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_01a07b23-c945-7f04-9773-355202cc1dd1https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a07b23-c945-7f04-9773-355202cc1dd1Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 09:12:17 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_01a07b23-c946-7a85-a56a-085419ab01dchttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a07b23-c946-7a85-a56a-085419ab01dcTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 09:12:17 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_01a07b23-c947-7165-8727-15c12abc7e6dhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a07b23-c947-7165-8727-15c12abc7e6dTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 09:12:17 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_01a07b23-c947-76f2-9d44-038292927ea1https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a07b23-c947-76f2-9d44-038292927ea1Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 09:12:17 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_01a07b23-c947-7ae5-8780-8dc334dbf611https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a07b23-c947-7ae5-8780-8dc334dbf611The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-06.Mon, 07 Sep 2026 09:12:17 GMTsecurityneutralserver.instructions_changed[SECURITY] data-toulouse-mcp: Authorization (fail → pass)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a075fa-8f54-784d-8f56-09e873c668f3https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a075fa-8f54-784d-8f56-09e873c668f3Authorization (fail → pass). Compared against 2026-09-05.Sun, 06 Sep 2026 09:09:10 GMTsecurityimprovementcheck.verdict[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_01a075fa-8f55-7271-8b6c-31a4b591ec07https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a075fa-8f55-7271-8b6c-31a4b591ec07Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 09:09:10 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_01a075fa-8f55-771b-b211-18a35e387f77https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a075fa-8f55-771b-b211-18a35e387f77Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 09:09:10 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_01a075fa-8f55-7b77-87cc-8dfccb5fd2f9https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a075fa-8f55-7b77-87cc-8dfccb5fd2f9Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 09:09:10 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_01a075fa-8f56-7080-a133-127e0473f7f5https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a075fa-8f56-7080-a133-127e0473f7f5Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 09:09:10 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_01a075fa-8f56-73e0-9317-f96f3f025a57https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a075fa-8f56-73e0-9317-f96f3f025a57The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-05.Sun, 06 Sep 2026 09:09:10 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_01a070d3-fce6-7ec7-a173-4c51594db5d4https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a070d3-fce6-7ec7-a173-4c51594db5d4Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 09:08:55 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_01a070d3-fce9-7d53-8af2-5ea772ca503ahttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a070d3-fce9-7d53-8af2-5ea772ca503aTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 09:08:55 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_01a070d3-fcea-72a0-bbfb-1e233832d1d0https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a070d3-fcea-72a0-bbfb-1e233832d1d0Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 09:08:55 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_01a070d3-fcea-79d4-ba78-46e55ee26a89https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a070d3-fcea-79d4-ba78-46e55ee26a89Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 09:08:55 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_01a070d3-fceb-77e3-a05f-e36bdc270980https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a070d3-fceb-77e3-a05f-e36bdc270980The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-04.Sat, 05 Sep 2026 09:08:55 GMTsecurityneutralserver.instructions_changed[CRITICAL] data-toulouse-mcp: Authorization (pass → fail)https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06bad-8e2c-74e4-8a46-ee7df1f1020ehttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06bad-8e2c-74e4-8a46-ee7df1f1020eAuthorization (pass → fail). Compared against 2026-09-03.Fri, 04 Sep 2026 09:08:51 GMTcriticalregressioncheck.verdict[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_01a06bad-8e2d-7e23-be69-cf23f201d9c4https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06bad-8e2d-7e23-be69-cf23f201d9c4Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:08:51 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_01a06bad-8e2e-7b64-a705-b497f71cb59chttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06bad-8e2e-7b64-a705-b497f71cb59cTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:08:51 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_01a06bad-8e2f-74fe-b138-9a62a52a963bhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06bad-8e2f-74fe-b138-9a62a52a963bTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:08:51 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_01a06bad-8e38-7359-bbb2-deba62ff4528https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06bad-8e38-7359-bbb2-deba62ff4528Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:08:51 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “entity_profile” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06bad-8e39-7c8e-8ba5-c59a3126b383https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06bad-8e39-7c8e-8ba5-c59a3126b383Tool “entity_profile” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:08:51 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_01a06bad-8e3a-7d29-8e58-dae909c49d81https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06bad-8e3a-7d29-8e58-dae909c49d81The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:08:51 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_01a06686-e616-763f-812a-a2b9d6d2c7e0https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06686-e616-763f-812a-a2b9d6d2c7e0Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:08:31 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_01a06686-e617-7ee6-9a3b-557f662f571dhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06686-e617-7ee6-9a3b-557f662f571dTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:08:31 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_01a06686-e618-75b6-a70d-3491e761c1f1https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06686-e618-75b6-a70d-3491e761c1f1Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:08:31 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_01a06686-e618-7b0f-9ea6-86c82361a5d5https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06686-e618-7b0f-9ea6-86c82361a5d5Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:08:31 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06686-e619-71a0-ba84-37b86ec0f6f3https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06686-e619-71a0-ba84-37b86ec0f6f3Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:08:31 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_01a06686-e619-788d-935b-0f0aa7506029https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06686-e619-788d-935b-0f0aa7506029The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:08:31 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_01a06160-ad55-7caf-bfa0-8749fe89dcf8https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06160-ad55-7caf-bfa0-8749fe89dcf8Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 09:08:40 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_01a06160-ad57-71b5-87ea-05122902ee53https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06160-ad57-71b5-87ea-05122902ee53Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 09:08:40 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_01a06160-ad58-70eb-be7b-ffe1872ffbd5https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06160-ad58-70eb-be7b-ffe1872ffbd5Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 09:08:40 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_01a06160-ad58-7978-9ee6-2a8303886e76https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06160-ad58-7978-9ee6-2a8303886e76Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 09:08:40 GMTsecurityneutraltool.description_changed[SECURITY] data-toulouse-mcp: Tool “resolve_entity” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06160-ad59-748b-9d40-38d7c1ea46a3https://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06160-ad59-748b-9d40-38d7c1ea46a3Tool “resolve_entity” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 09:08:40 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_01a06160-ad59-7ee8-82c1-8c47c7db7a2fhttps://verifymcp.io/servers/pipeworx-io-data-toulouse/data-toulouse-mcp#chg-chg_01a06160-ad59-7ee8-82c1-8c47c7db7a2fThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-01.Wed, 02 Sep 2026 09:08:40 GMTsecurityneutralserver.instructions_changed