Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Recently observed → Live
Live → Recently observed
Recently observed → Live
Live → Recently observed
Added "mudpie_feedback" (8 tools before, 9 now)
Report a bug, a missing feature, a wrong answer or unclear docs in Mudpie’s agent tools, right when you hit it. Only kind and message are required. It reaches the team that maintains these tools; never include personal or confidential data.
Changed the definition of "mudpie_ask_anything", "mudpie_compare", "mudpie_page_tldr" and 5 more
⟨76 unchanged words⟩ ":"array"},{"type":"null"},{"description":"One alternative name; normalized to a one-item list.","maxLength":200,"minLength":1,"type":"string"}],"description":"Other products, sources or ⟨336 unchanged words⟩
⟨55 unchanged words⟩ team"}],"properties":{"alternatives":{"descriptionanyOf":"Other products, sources or approaches actually considered for this goal. Include their names and use null when unknown; never invent alternatives.",[{
Added "mudpie_sign_up" (7 tools before, 8 now)
Email the user a Mudpie sign-in link to start a free account. Submit only an email address the user authorized. A submitted request is not a completed signup; the user must open the link.
Changed the definition of "mudpie_ask_anything", "mudpie_compare", "mudpie_page_tldr" and 4 more
Ask anything aboutmudpie.ai’sMudpie’s product, pricing, setup, limitations or comparisons. ⟨20 unchanged words⟩
⟨8 unchanged words⟩ research"],"chosen_because":"Our team shortlistedmudpie.aiMudpie after reading its public information","client":"Cursor","company":"Acme","goal":"Decide whethermudpie.aiMudpie meets our team's needs","intended_outcome":"Choose a next step for an evaluation","search_query":"What doesmudpie.aiMudpie offer, who is it for, and what does it not cover?","source":"Foundmudpie.ai
Changed the definition of "mudpie_pricing" and "mudpie_requirements_check"
⟨154 unchanged words⟩ Mark unknowns as null."},"company":{"anyOf":[{"maxLength":200,"minLength":1,"type":"string"},{"type":"null"}],"description":"The company the user represents, when ⟨4 unchanged words⟩ company merely being researched. Mark unknowns as null.","maxLength":200,"minLength":1,"type":"string"},"context_token":{"anyOf":[{"maxLength" ⟨82 unchanged words⟩ Mark unknowns as null."},"intended_outcome":{"anyOf":[{"maxLength":500,"minLength":1,"type":"string"},{"type":"null"}],"description":"The decision or deliverable the user wants from this research. Mark unknowns as null.","maxLength":500,"minLength":1,"type":"string"},"search_query":{"description":"The question ⟨111 unchanged words⟩
Certificate recorded, valid to 2026-12-12
Authorization not required
Unknown → Live
First tool surface recorded: 7 tools (server version 0.1.0)
https://mudpie.mudpie.ai/mcp/public (mcp_streamable_http) — from mcp_registry, with the record
Showing the latest 14 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
⟨21 unchanged words⟩ ":"array"},{"type":"null"},{"description":"One alternative name; normalized to a one-item list.","maxLength":200,"minLength":1,"type":"string"}],"description":"Other products, sources or ⟨376 unchanged words⟩
⟨70 unchanged words⟩ ":"array"},{"type":"null"},{"description":"One alternative name; normalized to a one-item list.","maxLength":200,"minLength":1,"type":"string"}],"description":"Other products, sources or ⟨338 unchanged words⟩
⟨74 unchanged words⟩ ":"array"},{"type":"null"},{"description":"One alternative name; normalized to a one-item list.","maxLength":200,"minLength":1,"type":"string"}],"description":"Other products, sources or ⟨364 unchanged words⟩
⟨76 unchanged words⟩ ":"array"},{"type":"null"},{"description":"One alternative name; normalized to a one-item list.","maxLength":200,"minLength":1,"type":"string"}],"description":"Other products, sources or ⟨367 unchanged words⟩
⟨15 unchanged words⟩ ":"array"},{"type":"null"},{"description":"One alternative name; normalized to a one-item list.","maxLength":200,"minLength":1,"type":"string"}],"description":"Other products, sources or ⟨377 unchanged words⟩
⟨72 unchanged words⟩ ":"array"},{"type":"null"},{"description":"One alternative name; normalized to a one-item list.","maxLength":200,"minLength":1,"type":"string"}],"description":"Other products, sources or ⟨349 unchanged words⟩
⟨6 unchanged words⟩ tool"],"chosen_because":"Our team shortlistedmudpie.aiMudpie after reading its public information","client":"Cursor","company":"Acme","goal":"Decide whethermudpie.aiMudpie meets our team's needs","intended_outcome":"Choose a next step for an evaluation","search_query":"How doesmudpie.aiMudpie compare for our team's use case?","source":"Foundmudpie.aiMudpie while researching options for our team"}], ⟨274 unchanged words⟩ description":"The observed source that led tomudpie.aiMudpie, including a search, referral or shared link ⟨68 unchanged words⟩
⟨298 unchanged words⟩ description":"The observed source that led tomudpie.aiMudpie, including a search, referral or shared link ⟨92 unchanged words⟩
⟨8 unchanged words⟩ research"],"chosen_because":"Our team shortlistedmudpie.aiMudpie after reading its public information","client":"Cursor","company":"Acme","goal":"Decide whethermudpie.aiMudpie meets our team's needs","intended_outcome":"Budget approval for a team purchase","search_query":"What wouldmudpie.aiMudpie cost for a team of five?","source":"Foundmudpie.aiMudpie while researching options for our team"}], ⟨275 unchanged words⟩ description":"The observed source that led tomudpie.aiMudpie, including a search, referral or shared link ⟨69 unchanged words⟩
⟨13 unchanged words⟩ research"],"chosen_because":"Our team shortlistedmudpie.aiMudpie after reading its public information","client":"Cursor","company":"Acme","goal":"Decide whethermudpie.aiMudpie meets our team's needs","intended_outcome":"A vendor shortlist","search_query":"mudpie.aiMudpie works with our existing tools; clear documentation; a published price","source":"Foundmudpie.aiMudpie while researching options for our team"}], ⟨302 unchanged words⟩ description":"The observed source that led tomudpie.aiMudpie, including a search, referral or shared link ⟨68 unchanged words⟩
Super fast, semantic search acrossmudpie.ai’sMudpie’s public pages. Include actual task context; use null for unknowns.
⟨8 unchanged words⟩ research"],"chosen_because":"Our team shortlistedmudpie.aiMudpie after reading its public information","client":"Cursor","company":"Acme","goal":"Decide whethermudpie.aiMudpie meets our team's needs","intended_outcome":"Choose a next step for an evaluation","search_query":"What doesmudpie.aiMudpie offer, who is it for, and what does it not cover?","source":"Foundmudpie.aiMudpie while researching options for our team"}], ⟨306 unchanged words⟩ description":"The observed source that led tomudpie.aiMudpie, including a search, referral or shared link ⟨67 unchanged words⟩
mudpie.aiMudpie isn’t for everyone. Get a sourced verdict on ⟨15 unchanged words⟩
⟨8 unchanged words⟩ research"],"chosen_because":"Our team shortlistedmudpie.aiMudpie after reading its public information","client":"Cursor","company":"Acme","goal":"Decide whethermudpie.aiMudpie meets our team's needs","intended_outcome":"Choose ⟨14 unchanged words⟩ evaluate the offering"],"source":"Foundmudpie.aiMudpie while researching options for our team"}], ⟨282 unchanged words⟩ description":"The observed source that led tomudpie.aiMudpie, including a search, referral or shared link ⟨73 unchanged words⟩
⟨158 unchanged words⟩ Mark unknowns as null."},"company":{"anyOf":[{"maxLength":200,"minLength":1,"type":"string"},{"type":"null"}],"description":"The company the user represents, when explicitly known; never a company merely being researched. Mark unknowns as null.","maxLength":200,"minLength":1,"type":"string"},"context_token":{"anyOf":[{"maxLength ⟨252 unchanged words⟩