Agent Data Tools: AI · mcp-ai · 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] mcp-ai: Tool “ai_chat” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1686d-5bad-7a8b-ac5b-f0e2404df6ddhttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1686d-5bad-7a8b-ac5b-f0e2404df6ddTool “ai_chat” rewrote its description, which is the text the model reads. Compared against 2026-10-23.Fri, 23 Oct 2026 11:02:39 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_chat” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c068-7be1-8162-f765d89955a5https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c068-7be1-8162-f765d89955a5Tool “ai_chat” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_classify” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06a-70a7-8936-993a60b05d92https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06a-70a7-8936-993a60b05d92Tool “ai_classify” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_embed” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06a-7723-bc1e-54be93f61c80https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06a-7723-bc1e-54be93f61c80Tool “ai_embed” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_extract_json” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06c-7b48-93fd-8bb18ab8a5c7https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06c-7b48-93fd-8bb18ab8a5c7Tool “ai_extract_json” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_keywords” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06d-70d5-8dc2-b9ce34137478https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06d-70d5-8dc2-b9ce34137478Tool “ai_keywords” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_outline” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06d-7624-98ea-60d94926f345https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06d-7624-98ea-60d94926f345Tool “ai_outline” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_rewrite” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06d-7b42-be6b-e2802022525chttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06d-7b42-be6b-e2802022525cTool “ai_rewrite” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_sentiment” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06e-774d-aa56-5e4ce6d5f5a9https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06e-774d-aa56-5e4ce6d5f5a9Tool “ai_sentiment” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_speech” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06f-7093-abad-ba685901a958https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06f-7093-abad-ba685901a958Tool “ai_speech” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_summarize_text” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06f-75cd-9fe4-f61cc4a9a608https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06f-75cd-9fe4-f61cc4a9a608Tool “ai_summarize_text” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_translate” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06f-7b5c-87f8-633a89544464https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c06f-7b5c-87f8-633a89544464Tool “ai_translate” rewrote its description, which is the text the model reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c070-776d-9c5f-6c19e57ec376https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a1623c-c070-776d-9c5f-6c19e57ec376The server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-22.Thu, 22 Oct 2026 06:11:50 GMTsecurityneutralserver.instructions_changed[SECURITY] mcp-ai: Tool “ai_chat” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15efa-9f6b-74ee-b140-994846e29850https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15efa-9f6b-74ee-b140-994846e29850Tool “ai_chat” rewrote its description, which is the text the model reads. Compared against 2026-10-21.Wed, 21 Oct 2026 15:00:45 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_chat” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5c-70fc-b896-99aea8a75434https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5c-70fc-b896-99aea8a75434Tool “ai_chat” rewrote its description, which is the text the model reads. Compared against 2026-10-20.Tue, 20 Oct 2026 21:00:08 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_chat_large” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5c-7efc-a3c6-efc07372de00https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5c-7efc-a3c6-efc07372de00Tool “ai_chat_large” rewrote its description, which is the text the model reads. Compared against 2026-10-20.Tue, 20 Oct 2026 21:00:08 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_outline” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5d-7ac1-849e-4c46e788de9dhttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5d-7ac1-849e-4c46e788de9dTool “ai_outline” rewrote its description, which is the text the model reads. Compared against 2026-10-20.Tue, 20 Oct 2026 21:00:08 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_rewrite” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5e-73e4-a003-e236cd00b59dhttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5e-73e4-a003-e236cd00b59dTool “ai_rewrite” rewrote its description, which is the text the model reads. Compared against 2026-10-20.Tue, 20 Oct 2026 21:00:08 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_speech” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5e-7af0-8ec7-8956f944872ehttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5e-7af0-8ec7-8956f944872eTool “ai_speech” rewrote its description, which is the text the model reads. Compared against 2026-10-20.Tue, 20 Oct 2026 21:00:08 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “ai_translate” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5f-715c-b096-659d7306adeehttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5f-715c-b096-659d7306adeeTool “ai_translate” rewrote its description, which is the text the model reads. Compared against 2026-10-20.Tue, 20 Oct 2026 21:00:08 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: Tool “image” rewrote its description, which is the text the model readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5f-767f-8c86-fa76567f1809https://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a15b1d-4b5f-767f-8c86-fa76567f1809Tool “image” rewrote its description, which is the text the model reads. Compared against 2026-10-20.Tue, 20 Oct 2026 21:00:08 GMTsecurityneutraltool.description_changed[SECURITY] mcp-ai: The server rewrote its instructions, which are the text every model session readshttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a157ef-3cc2-7f3e-8bff-5bcb84aa9a1bhttps://verifymcp.io/servers/nutshell2000-agent-data-tools-ai/mcp-ai#chg-chg_01a157ef-3cc2-7f3e-8bff-5bcb84aa9a1bThe server rewrote its instructions, which are the text every model session reads. Compared against 2026-10-20.Tue, 20 Oct 2026 06:10:58 GMTsecurityneutralserver.instructions_changed