Recorded 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.iohttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a094dc-a19e-7e8d-8740-ad9da5a1b813https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a094dc-a19e-7e8d-8740-ad9da5a1b813Stability (pass → fail). Compared against 2026-09-11.Sat, 12 Sep 2026 09:04:42 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a094dc-a1a1-785a-9502-5f7a50c96f64https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a094dc-a1a1-785a-9502-5f7a50c96f64Authorization (fail → unverified). Compared against 2026-09-11.Sat, 12 Sep 2026 09:04:42 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a094dc-a1a1-7eab-bc56-b1f30166e13dhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a094dc-a1a1-7eab-bc56-b1f30166e13dTool safety (pass → unverified). Compared against 2026-09-11.Sat, 12 Sep 2026 09:04:42 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08fb6-0a28-71d1-97f1-f544204b500ahttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08fb6-0a28-71d1-97f1-f544204b500aTool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 09:04:26 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08fb6-0a29-77a6-8844-8dc371cf4cddhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08fb6-0a29-77a6-8844-8dc371cf4cddTool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 09:04:26 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08fb6-0a29-7e14-a305-1d885c81c9fehttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08fb6-0a29-7e14-a305-1d885c81c9feTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 09:04:26 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08fb6-0a2a-737b-8597-ab91d76f3ce3https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08fb6-0a2a-737b-8597-ab91d76f3ce3Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-10.Fri, 11 Sep 2026 09:04:26 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08fb6-0a2a-790f-804d-3b2cdb05594dhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08fb6-0a2a-790f-804d-3b2cdb05594dThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-10.Fri, 11 Sep 2026 09:04:26 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08a90-f07c-7aed-b3f2-edf1b8ac6a8chttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08a90-f07c-7aed-b3f2-edf1b8ac6a8cAuthorization (unverified → fail). Compared against 2026-09-09.Thu, 10 Sep 2026 09:05:49 GMTcriticalregressioncheck.reverifiedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08a90-f07f-7545-b639-651450feabbahttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08a90-f07f-7545-b639-651450feabbaInjection markers (unverified → pass). Compared against 2026-09-09.Thu, 10 Sep 2026 09:05:49 GMTsecurityimprovementcheck.reverifiedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08a90-f07f-7a7c-bafd-87073813e470https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08a90-f07f-7a7c-bafd-87073813e470Stability (fail → pass). Compared against 2026-09-09.Thu, 10 Sep 2026 09:05:49 GMTsecurityimprovementcheck.verdicthttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08568-ba28-76e4-99d5-26de3611b23fhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08568-ba28-76e4-99d5-26de3611b23fStability (pass → fail). Compared against 2026-09-08.Wed, 09 Sep 2026 09:03:48 GMTsecurityregressioncheck.verdicthttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08568-ba29-7e04-982a-29e8b3a494a7https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08568-ba29-7e04-982a-29e8b3a494a7Authorization (fail → unverified). Compared against 2026-09-08.Wed, 09 Sep 2026 09:03:48 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08568-ba2a-75a0-b3d6-c5b4afc49ef7https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08568-ba2a-75a0-b3d6-c5b4afc49ef7Tool safety (pass → unverified). Compared against 2026-09-08.Wed, 09 Sep 2026 09:03:48 GMTsecurityregressioncheck.unverifiablehttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08042-ad12-7dcd-93c2-1efcf4045f22https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08042-ad12-7dcd-93c2-1efcf4045f22Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 09:04:08 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08042-ad14-7737-ba62-0d7c352269e9https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08042-ad14-7737-ba62-0d7c352269e9Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 09:04:08 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08042-ad14-7cee-9812-d2d0354b33f1https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08042-ad14-7cee-9812-d2d0354b33f1Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 09:04:08 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08042-ad15-734b-b217-7525da8de885https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08042-ad15-734b-b217-7525da8de885Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-07.Tue, 08 Sep 2026 09:04:08 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08042-ad15-78a1-9964-63f869cf84e0https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a08042-ad15-78a1-9964-63f869cf84e0The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-07.Tue, 08 Sep 2026 09:04:08 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a07b1c-322b-7edc-99b1-67bd3e925f45https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a07b1c-322b-7edc-99b1-67bd3e925f45Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 09:04:00 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a07b1c-3231-7a1c-95fc-244cab59a052https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a07b1c-3231-7a1c-95fc-244cab59a052Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 09:04:00 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a07b1c-3232-7198-adc4-ffeb929416fchttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a07b1c-3232-7198-adc4-ffeb929416fcTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 09:04:00 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a07b1c-3232-76d6-919a-9b736f19e741https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a07b1c-3232-76d6-919a-9b736f19e741Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-06.Mon, 07 Sep 2026 09:04:00 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a07b1c-3232-7c9c-a2ab-900a0ee42e17https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a07b1c-3232-7c9c-a2ab-900a0ee42e17The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-06.Mon, 07 Sep 2026 09:04:00 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a075f5-4616-7e49-adca-e55ea70a68b7https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a075f5-4616-7e49-adca-e55ea70a68b7Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 09:03:23 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a075f5-4618-7182-a9e8-bad5988a04a5https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a075f5-4618-7182-a9e8-bad5988a04a5Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 09:03:23 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a075f5-4618-7e29-9fc9-14a8e131b058https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a075f5-4618-7e29-9fc9-14a8e131b058Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 09:03:23 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a075f5-4619-7755-9df0-1ee69390aa2ehttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a075f5-4619-7755-9df0-1ee69390aa2eTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-05.Sun, 06 Sep 2026 09:03:23 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a075f5-4619-7cbf-bb89-ade8aa3120bdhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a075f5-4619-7cbf-bb89-ade8aa3120bdThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-05.Sun, 06 Sep 2026 09:03:23 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a070ce-d47a-7932-82a5-621a29506343https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a070ce-d47a-7932-82a5-621a29506343Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 09:03:17 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a070ce-d47d-7ccd-9732-b5a7a8ef4fb3https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a070ce-d47d-7ccd-9732-b5a7a8ef4fb3Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 09:03:17 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a070ce-d47e-7a2f-8722-8cc5c1e1d3d8https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a070ce-d47e-7a2f-8722-8cc5c1e1d3d8Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 09:03:17 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a070ce-d47f-72f6-bfb0-c3e2d63303c5https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a070ce-d47f-72f6-bfb0-c3e2d63303c5Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-04.Sat, 05 Sep 2026 09:03:17 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a070ce-d47f-7ae9-8eb3-e669319d78d4https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a070ce-d47f-7ae9-8eb3-e669319d78d4The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-04.Sat, 05 Sep 2026 09:03:17 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d33-7902-a7c2-5ff3f2b54149https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d33-7902-a7c2-5ff3f2b54149Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:02:58 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d34-7b37-a8a2-87f393f656a2https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d34-7b37-a8a2-87f393f656a2Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:02:58 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d35-70e8-be4c-10a1c1ff2c19https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d35-70e8-be4c-10a1c1ff2c19Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:02:58 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d35-757d-84ba-873484afbb5bhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d35-757d-84ba-873484afbb5bTool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:02:58 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d35-7949-8974-ad8c0e74dfa5https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d35-7949-8974-ad8c0e74dfa5Tool “entity_profile” rewrote its description, which is the text the model reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:02:58 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d36-7aff-8a0b-7c1762f75181https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06ba8-2d36-7aff-8a0b-7c1762f75181The server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-03.Fri, 04 Sep 2026 09:02:58 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8970-7ab4-8891-c9be38cf7755https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8970-7ab4-8891-c9be38cf7755Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:02:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8971-7b69-a5c5-a68ddb85db43https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8971-7b69-a5c5-a68ddb85db43Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:02:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8972-7267-8e0f-2f43a78cb157https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8972-7267-8e0f-2f43a78cb157Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:02:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8972-7a00-ab34-863518832b92https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8972-7a00-ab34-863518832b92Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:02:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8973-72bf-ba4c-b50072a1d389https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8973-72bf-ba4c-b50072a1d389Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:02:40 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8973-7bb7-bc90-7d48aa2b535ahttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a06681-8973-7bb7-bc90-7d48aa2b535aThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-09-02.Thu, 03 Sep 2026 09:02:40 GMTsecurityneutralserver.instructions_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a0615b-62b1-70ef-b415-ec1549a5e9d8https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a0615b-62b1-70ef-b415-ec1549a5e9d8Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 09:02:53 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a0615b-62b1-7d37-8f91-ac82f549fc53https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a0615b-62b1-7d37-8f91-ac82f549fc53Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 09:02:53 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a0615b-62b2-7550-97dd-a3f6b01e54ebhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a0615b-62b2-7550-97dd-a3f6b01e54ebTool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 09:02:53 GMTsecurityneutraltool.description_changedhttps://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a0615b-62b2-7a48-bf69-93a683083935https://verifymcp.io/servers/pipeworx-io-census/census-mcp#chg-chg_01a0615b-62b2-7a48-bf69-93a683083935Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-09-01.Wed, 02 Sep 2026 09:02:53 GMTsecurityneutraltool.description_changed