<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Peopledatalabs · peopledatalabs-mcp · changes | VerifyMCP</title><description>Recorded changes to this MCP component: tools, parameters, capabilities, advisories and trust-score checks. Security-relevant changes by default; append ?materiality=all for everything.</description><link>https://verifymcp.io</link><atom:link href="https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp/changelog.xml" rel="self" type="application/rss+xml"/><item><title>[SECURITY] peopledatalabs-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ae-71d6-b76f-4f7365afc2fd</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ae-71d6-b76f-4f7365afc2fd</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-02.</description><pubDate>Mon, 03 Aug 2026 05:07:22 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ad-7d46-9e76-ef3c35ca8504</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ad-7d46-9e76-ef3c35ca8504</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-02.</description><pubDate>Mon, 03 Aug 2026 05:07:22 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ad-78aa-a89a-95b847fcf6b3</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ad-78aa-a89a-95b847fcf6b3</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-02.</description><pubDate>Mon, 03 Aug 2026 05:07:22 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ac-7b57-909b-198e38344764</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ac-7b57-909b-198e38344764</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-02.</description><pubDate>Mon, 03 Aug 2026 05:07:22 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7af-77bd-b836-97c35737363d</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7af-77bd-b836-97c35737363d</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-02.</description><pubDate>Mon, 03 Aug 2026 05:07:22 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f1-7e20-9535-851b961f99ce</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f1-7e20-9535-851b961f99ce</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 05:05:12 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Authorization (fail → unverified)</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f0-7545-9c3d-773558baa596</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f0-7545-9c3d-773558baa596</guid><description>Authorization (fail → unverified). Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 05:05:12 GMT</pubDate><category>security</category><category>regression</category><category>check.unverifiable</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f1-757b-8a62-4e6084096546</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f1-757b-8a62-4e6084096546</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 05:05:12 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f3-7329-a615-3447d818e123</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f3-7329-a615-3447d818e123</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 05:05:12 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f2-7947-b5e9-2e48f60a872c</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f2-7947-b5e9-2e48f60a872c</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 05:05:12 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f2-7448-8e7e-74ecbf145080</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f2-7448-8e7e-74ecbf145080</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-08-01.</description><pubDate>Sun, 02 Aug 2026 05:05:12 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ec-7e88-930d-787794a06c69</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ec-7e88-930d-787794a06c69</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 05:05:03 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[CRITICAL] peopledatalabs-mcp: Authorization (unverified → fail)</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ec-795c-9346-23d3dc4fd7a3</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ec-795c-9346-23d3dc4fd7a3</guid><description>Authorization (unverified → fail). Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 05:05:03 GMT</pubDate><category>critical</category><category>regression</category><category>check.reverified</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ed-7367-9b34-5b7711aa61f4</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ed-7367-9b34-5b7711aa61f4</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 05:05:03 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ed-78bd-b0e7-2bfaea8b2b97</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ed-78bd-b0e7-2bfaea8b2b97</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 05:05:03 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ed-7d8c-bf6f-2a0ee99700f0</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ed-7d8c-bf6f-2a0ee99700f0</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 05:05:03 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ee-719c-b859-cbccbe0c24e8</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ee-719c-b859-cbccbe0c24e8</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-31.</description><pubDate>Sat, 01 Aug 2026 05:05:03 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebdc-7f0b-a75a-f49e7e4c64b7</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebdc-7f0b-a75a-f49e7e4c64b7</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 18:25:32 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebde-7d61-9b32-68e1b7578cfb</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebde-7d61-9b32-68e1b7578cfb</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 18:25:32 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebdd-7e29-a4ec-e8f0472ff351</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebdd-7e29-a4ec-e8f0472ff351</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 18:25:32 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebde-7448-a06b-d80d49c1ee99</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebde-7448-a06b-d80d49c1ee99</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 18:25:32 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebde-795a-96f8-fda6661062ad</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebde-795a-96f8-fda6661062ad</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-28.</description><pubDate>Wed, 29 Jul 2026 18:25:32 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-79f0-949d-88322927eb50</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-79f0-949d-88322927eb50</guid><description>Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads. Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 16:48:54 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-7664-8dc7-4e146134f90d</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-7664-8dc7-4e146134f90d</guid><description>Tool “ask_pipeworx” rewrote its description, which is the text the model reads. Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 16:48:54 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Authorization (fail → unverified)</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-7145-b90a-9af6c9e2c683</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-7145-b90a-9af6c9e2c683</guid><description>Authorization (fail → unverified). Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 16:48:54 GMT</pubDate><category>security</category><category>regression</category><category>check.unverifiable</category></item><item><title>[SECURITY] peopledatalabs-mcp: The server rewrote its instructions, which are the text every model session reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d7-76ff-bdb2-b38ace515983</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d7-76ff-bdb2-b38ace515983</guid><description>The server rewrote its instructions, which are the text every model session reads. Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 16:48:54 GMT</pubDate><category>security</category><category>neutral</category><category>server.instructions_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “deep_research” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d7-72f2-b5c6-90bd0e938dc6</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d7-72f2-b5c6-90bd0e938dc6</guid><description>Tool “deep_research” rewrote its description, which is the text the model reads. Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 16:48:54 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item><item><title>[SECURITY] peopledatalabs-mcp: Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads</title><link>https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-7d9f-8e82-f7c08a4aaf87</link><guid isPermaLink="true">https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-7d9f-8e82-f7c08a4aaf87</guid><description>Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads. Compared against 2026-07-27.</description><pubDate>Tue, 28 Jul 2026 16:48:54 GMT</pubDate><category>security</category><category>neutral</category><category>tool.description_changed</category></item></channel></rss>