College Scorecard · college-scorecard-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] college-scorecard-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc5c9-bf0f-7981-a5f4-7322cb1c7ca3https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc5c9-bf0f-7981-a5f4-7322cb1c7ca3Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 04:02:40 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc5c9-bf11-79dd-b501-98957fe271dfhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc5c9-bf11-79dd-b501-98957fe271dfThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-02.Mon, 03 Aug 2026 04:02:40 GMTsecurityneutralserver.instructions_changed[SECURITY] college-scorecard-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc5c9-bf11-751f-9f3e-1776919a7e2chttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc5c9-bf11-751f-9f3e-1776919a7e2cTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 04:02:40 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc5c9-bf10-7f22-9bcd-f18cd2512074https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc5c9-bf10-7f22-9bcd-f18cd2512074Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 04:02:40 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc5c9-bf10-79b2-8075-bc0f7d96cb95https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc5c9-bf10-79b2-8075-bc0f7d96cb95Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-02.Mon, 03 Aug 2026 04:02:40 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc0a5-54e8-7756-bd44-0fef61952620https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc0a5-54e8-7756-bd44-0fef61952620Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 04:04:48 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc0a5-54e9-792b-92c7-fcd00ae7793ahttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc0a5-54e9-792b-92c7-fcd00ae7793aThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-01.Sun, 02 Aug 2026 04:04:48 GMTsecurityneutralserver.instructions_changed[SECURITY] college-scorecard-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc0a5-54e9-739b-ba6c-3e97c715c7cchttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc0a5-54e9-739b-ba6c-3e97c715c7ccTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 04:04:48 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc0a5-54e8-7db4-98ce-d9dc345cc7fchttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc0a5-54e8-7db4-98ce-d9dc345cc7fcTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 04:04:48 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc0a5-54e7-7ea5-a3fa-3358a55e5280https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fc0a5-54e7-7ea5-a3fa-3358a55e5280Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-01.Sun, 02 Aug 2026 04:04:48 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb8-71b4-9174-02d26c86d3d3https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb8-71b4-9174-02d26c86d3d3Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 04:04:33 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb9-75de-bc6d-2a238f04b9a8https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb9-75de-bc6d-2a238f04b9a8The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-31.Sat, 01 Aug 2026 04:04:33 GMTsecurityneutralserver.instructions_changed[SECURITY] college-scorecard-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb9-7094-b1d2-4664fe82850dhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb9-7094-b1d2-4664fe82850dTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 04:04:33 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb8-7b0f-80d9-210c6a6ac1bdhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb8-7b0f-80d9-210c6a6ac1bdTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 04:04:33 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb8-7699-b198-922a12791f7ahttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb8-7699-b198-922a12791f7aTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-31.Sat, 01 Aug 2026 04:04:33 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Authorization (fail → unverified)https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb7-74c7-8efc-8d364007aa1fhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fbb7e-beb7-74c7-8efc-8d364007aa1fAuthorization (fail → unverified). Compared against 2026-07-31.Sat, 01 Aug 2026 04:04:33 GMTsecurityregressioncheck.unverifiable[SECURITY] college-scorecard-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f402-74b6-90dc-df1fe2311e9fhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f402-74b6-90dc-df1fe2311e9fThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-28.Wed, 29 Jul 2026 19:22:22 GMTsecurityneutralserver.instructions_changed[SECURITY] college-scorecard-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f401-7339-bae5-be35915d4af0https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f401-7339-bae5-be35915d4af0Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 19:22:22 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f400-7d47-a12d-e2f20b9adb9dhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f400-7d47-a12d-e2f20b9adb9dTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 19:22:22 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f400-79b7-83d2-186c955e161bhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f400-79b7-83d2-186c955e161bTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 19:22:22 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Authorization (fail → unverified)https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f3fe-76c5-8c87-5a6f220ae10ahttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f3fe-76c5-8c87-5a6f220ae10aAuthorization (fail → unverified). Compared against 2026-07-28.Wed, 29 Jul 2026 19:22:22 GMTsecurityregressioncheck.unverifiable[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f400-74e8-96b4-bf479763a833https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019faf53-f400-74e8-96b4-bf479763a833Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-28.Wed, 29 Jul 2026 19:22:22 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc73-78c8-8002-6cb171edf99dhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc73-78c8-8002-6cb171edf99dTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 17:42:10 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc75-712f-acc6-d28644875cb1https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc75-712f-acc6-d28644875cb1The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-27.Tue, 28 Jul 2026 17:42:10 GMTsecurityneutralserver.instructions_changed[SECURITY] college-scorecard-mcp: Tool “deep_research” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc74-7b38-bb8d-f043e0d6934fhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc74-7b38-bb8d-f043e0d6934fTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 17:42:10 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc74-7631-8ed8-ffcd135176ebhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc74-7631-8ed8-ffcd135176ebTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 17:42:10 GMTsecurityneutraltool.description_changed[SECURITY] college-scorecard-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc73-7f1a-8727-1980f991835bhttps://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc73-7f1a-8727-1980f991835bTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-27.Tue, 28 Jul 2026 17:42:10 GMTsecurityneutraltool.description_changed[CRITICAL] college-scorecard-mcp: Authorization (unverified → fail)https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc73-71ac-9303-dfe505180d03https://verifymcp.io/servers/pipeworx-io-college-scorecard/college-scorecard-mcp#chg-chg_019fa9d1-dc73-71ac-9303-dfe505180d03Authorization (unverified → fail). Compared against 2026-07-27.Tue, 28 Jul 2026 17:42:10 GMTcriticalregressioncheck.reverified