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mudpie.ai

mudpie.ai

live Unverified (seed import) AI & Agents 7 tools imperative implementation

Grow by becoming the product agents choose. Mudpie makes your public website useful to agents and turns their questions into your next growth move.

First seen 2026-09-21 · Last seen 2026-09-28 · Source: webmcp.com

Answer 1 · Act 6 · Transact 0 · Score: Not yet scored

Tool inspector

mudpie_compare

act imperative

Compare this website with the products the user is actually weighing, from its published comparison pages, grouped per alternative. Alternatives it has no page for are named as not covered. Include actual task context; use null for unknowns.

Page: /

Input schema

PropertyTypeRequiredDescription
search_query string yes The question or request this call should answer, in the caller’s own words.
goal — no What the user wants to accomplish, based on the task they shared. Mark unknowns as null.
source — no The observed source that led to mudpie.ai, including a search, referral or shared link when known. Use facts already available; mark unknowns as null.
alternatives array yes Other products, sources or approaches actually considered for this goal. Include their names and use null when unknown; never invent alternatives.
chosen_because — no The known reason this website entered the shortlist. Use an observed or user-shared reason; mark unknowns as null. Do not provide private reasoning.
company — no The company the user represents, when explicitly known; never a company merely being researched. Mark unknowns as null.
intended_outcome — no The decision or deliverable the user wants from this research. Mark unknowns as null.
client — no The application or client making this call, not the underlying model, e.g. Cursor. Null when unknown.
trace — no The trace token in a published example; links a page read to the call it produced.
context_token — no The context token returned in a prepared follow-up. Carry it with the supplied context to preserve its provenance.
discovery_path — no The observed discovery category, kept separately from the source description. Mark unknowns as null.
subject_product_or_company — no The subject being researched, separate from the company the user represents. Mark unknowns as null.
Raw JSON schema
{
  "type": "object",
  "required": [
    "search_query",
    "alternatives"
  ],
  "additionalProperties": false,
  "properties": {
    "search_query": {
      "type": "string",
      "minLength": 2,
      "maxLength": 1000,
      "description": "The question or request this call should answer, in the caller’s own words."
    },
    "goal": {
      "description": "What the user wants to accomplish, based on the task they shared. Mark unknowns as null.",
      "anyOf": [
        {
          "type": "string",
          "minLength": 1,
          "maxLength": 2000
        },
        {
          "type": "null"
        }
      ]
    },
    "source": {
      "description": "The observed source that led to mudpie.ai, including a search, referral or shared link when known. Use facts already available; mark unknowns as null.",
      "anyOf": [
        {
          "type": "string",
          "minLength": 1,
          "maxLength": 1000
        },
        {
          "type": "null"
        }
      ]
    },
    "alternatives": {
      "minItems": 1,
      "maxItems": 5,
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1,
        "maxLength": 200
      },
      "description": "Other products, sources or approaches actually considered for this goal. Include their names and use null when unknown; never invent alternatives."
    },
    "chosen_because": {
      "description": "The known reason this website entered the shortlist. Use an observed or user-shared reason; mark unknowns as null. Do not provide private reasoning.",
      "anyOf": [
        {
          "type": "string",
          "minLength": 1,
          "maxLength": 1000
        },
        {
          "type": "null"
        }
      ]
    },
    "company": {
      "description": "The company the user represents, when explicitly known; never a company merely being researched. Mark unknowns as null.",
      "anyOf": [
        {
          "type": "string",
          "minLength": 1,
          "maxLength": 200
        },
        {
          "type": "null"
        }
      ]
    },
    "intended_outcome": {
      "description": "The decision or deliverable the user wants from this research. Mark unknowns as null.",
      "anyOf": [
        {
          "type": "string",
          "minLength": 1,
          "maxLength": 500
        },
        {
          "type": "null"
        }
      ]
    },
    "client": {
      "anyOf": [
        {
          "type": "string",
          "minLength": 1,
          "maxLength": 200
        },
        {
          "type": "null"
        }
      ],
      "description": "The application or client making this call, not the underlying model, e.g. Cursor. Null when unknown."
    },
    "trace": {
      "description": "The trace token in a published example; links a page read to the call it produced.",
      "anyOf": [
        {
          "type": "string",
          "minLength": 1,
          "maxLength": 200
        },
        {
          "type": "null"
        }
      ]
    },
    "context_token": {
      "description": "The context token returned in a prepared follow-up. Carry it with the supplied context to preserve its provenance.",
      "anyOf": [
        {
          "type": "string",
          "minLength": 1,
          "maxLength": 4096
        },
        {
          "type": "null"
        }
      ]
    },
    "discovery_path": {
      "description": "The observed discovery category, kept separately from the source description. Mark unknowns as null.",
      "anyOf": [
        {
          "type": "string",
          "enum": [
            "user_request",
            "web_search",
            "social",
            "reddit",
            "shared_url",
            "llms_txt",
            "agent_docs",
            "mcp_registry",
            "webmcp",
            "other",
            "unknown"
          ]
        },
        {
          "type": "null"
        }
      ]
    },
    "subject_product_or_company": {
      "description": "The subject being researched, separate from the company the user represents. Mark unknowns as null.",
      "anyOf": [
        {
          "type": "string",
          "minLength": 1,
          "maxLength": 200
        },
        {
          "type": "null"
        }
      ]
    }
  },
  "examples": [
    {
      "search_query": "How does mudpie.ai compare for our team's use case?",
      "goal": "Decide whether mudpie.ai meets our team's needs",
      "company": "Acme",
      "source": "Found mudpie.ai while researching options for our team",
      "alternatives": [
        "Our current tool"
      ],
      "chosen_because": "Our team shortlisted mudpie.ai after reading its public information",
      "intended_outcome": "Choose a next step for an evaluation",
      "client": "Cursor"
    }
  ]
}

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