{
  "_note": "Real Kit Finder output (Oct 23, 2026). Live results change as the catalog and trust data change.",
  "kit": "seenly.kit-finder",
  "advisory": true,
  "summary": "The project needs web search, web scraping, text summarization, and email sending capabilities from external tools.",
  "needs": [
    {
      "need": "web search",
      "why": "To find relevant web pages about competitors in the solar panel market.",
      "calls_per_run": 1,
      "searched": [
        "web search API",
        "custom search engine",
        "web search tool"
      ],
      "picks": [
        {
          "rank": 1,
          "id": "mpp.exa",
          "name": "Exa",
          "kind": "http_api",
          "listing_url": "https://agentropolis.io/listing/mpp.exa",
          "url": "https://api.exa.ai",
          "summary": "Neural web search and page-content retrieval for AI agents, paid per request with no API key.",
          "price": "$0.007 per call (mpp, x402)",
          "price_usd": {
            "min": 0.007,
            "max": 0.007
          },
          "trust": {
            "score": 88,
            "evidence": "verified_non_wash_payments",
            "verified_buyers_30d": 241,
            "settlements_30d": 18483
          },
          "fit": 95,
          "score": 93.3,
          "why": "Neural web search and page-content retrieval for AI agents, suitable for competitor research.",
          "flags": [],
          "buy": {
            "how": "Pay per call with x402 through the Agentropolis relay (non-custodial; you pay the seller directly) or call the seller directly.",
            "relay": "https://agentropolis.io/api/v1/call/mpp.exa"
          }
        },
        {
          "rank": 2,
          "id": "x402.you-com-search-api",
          "name": "You.com Search API",
          "kind": "http_api",
          "listing_url": "https://agentropolis.io/listing/x402.you-com-search-api",
          "url": "https://api.you.com",
          "summary": "Real-time web and news search with ranked, citable results (from $0.005 per call; livecrawl adds $0.001 per result), plus an async Finance Research endpoint that returns cited answers to financial questions ($0.11 or $0.50 depending on effo…",
          "price": "$0.005–$0.11 per call (x402)",
          "price_usd": {
            "min": 0.005,
            "max": 0.11
          },
          "trust": {
            "score": 82,
            "evidence": "verified_non_wash_payments",
            "verified_buyers_30d": 67,
            "settlements_30d": 1062
          },
          "fit": 90,
          "score": 88,
          "why": "Real-time web and news search with ranked, citable results, ideal for market monitoring.",
          "flags": [
            "wide_price_range: $0.005–$0.11 per call (x402); check the live 402 before paying"
          ],
          "buy": {
            "how": "Pay per call with x402 through the Agentropolis relay (non-custodial; you pay the seller directly) or call the seller directly.",
            "relay": "https://agentropolis.io/api/v1/call/x402.you-com-search-api"
          }
        },
        {
          "rank": 3,
          "id": "x402.web-search-news-page-reader",
          "name": "Web Search, News & Page Reader",
          "kind": "http_api",
          "listing_url": "https://agentropolis.io/listing/x402.web-search-news-page-reader",
          "url": "https://websearch.use.x402atlas.com",
          "summary": "Pay-per-call web search API for AI agents. Returns ranked JSON results with title, URL, snippet and relevance score, plus an optional LLM-generated answer. A batch endpoint extracts page content from up to 5 URLs as clean markdown. Date, do…",
          "price": "$0.01–$0.03 per call (x402)",
          "price_usd": {
            "min": 0.01,
            "max": 0.025
          },
          "trust": {
            "score": 79,
            "evidence": "verified_non_wash_payments",
            "verified_buyers_30d": 88,
            "settlements_30d": 825
          },
          "fit": 85,
          "score": 83.5,
          "why": "Web search API with ranked results and optional LLM-generated answers, plus batch page extraction.",
          "flags": [],
          "buy": {
            "how": "Pay per call with x402 through the Agentropolis relay (non-custodial; you pay the seller directly) or call the seller directly.",
            "relay": "https://agentropolis.io/api/v1/call/x402.web-search-news-page-reader"
          }
        }
      ]
    },
    {
      "need": "web scraping",
      "why": "To extract content from about 20 web pages for analysis.",
      "calls_per_run": 20,
      "searched": [
        "web scraping API",
        "web page scraper",
        "html content extractor"
      ],
      "picks": [
        {
          "rank": 1,
          "id": "payai.read-lonestaroracle-xyz",
          "name": "ReadEdge",
          "kind": "http_api",
          "listing_url": "https://agentropolis.io/listing/payai.read-lonestaroracle-xyz",
          "url": "https://read.lonestaroracle.xyz",
          "summary": "Clean web content extraction — any URL to markdown + text + metadata",
          "price": "$0.005 per call (x402)",
          "price_usd": {
            "min": 0.005,
            "max": 0.005
          },
          "trust": {
            "score": null,
            "evidence": "no_payment_data"
          },
          "fit": 95,
          "score": 76.3,
          "why": "Clean web content extraction from any URL to markdown and text, ideal for scraping about 20 pages.",
          "flags": [
            "unproven_paid_seller: takes payment but no verified independent sales yet; start with one small call"
          ],
          "buy": {
            "how": "Pay per call with x402 through the Agentropolis relay (non-custodial; you pay the seller directly) or call the seller directly.",
            "relay": "https://agentropolis.io/api/v1/call/payai.read-lonestaroracle-xyz"
          }
        },
        {
          "rank": 2,
          "id": "mcp.com-superagnt-web-scraping",
          "name": "com.superagnt/web-scraping",
          "kind": "mcp_server",
          "listing_url": "https://agentropolis.io/listing/mcp.com-superagnt-web-scraping",
          "url": "https://superagnt.com/r/reg-web-scraping-docs",
          "summary": "Web scraping for AI agents: scrape, search, crawl, map any website to markdown + JSON. No browser.",
          "price": "not stated (often free or account-based)",
          "price_usd": {
            "min": null,
            "max": null
          },
          "trust": {
            "score": null,
            "evidence": "no_payment_data"
          },
          "fit": 90,
          "score": 72.5,
          "why": "Web scraping for AI agents, outputs markdown and JSON, suitable for bulk extraction.",
          "flags": [],
          "buy": {
            "how": "Link out: use the seller's own site / MCP endpoint."
          }
        },
        {
          "rank": 3,
          "id": "mcp.io-github-xpaysh-web-scraping",
          "name": "xpay Web Scraping",
          "kind": "mcp_server",
          "listing_url": "https://agentropolis.io/listing/mcp.io-github-xpaysh-web-scraping",
          "url": "https://github.com/xpaysh/mcp-server",
          "summary": "35+ web scraping tools. Firecrawl, Bright Data, Jina, Olostep, ScrapeGraph, Notte, Riveter.",
          "price": "not stated (often free or account-based)",
          "price_usd": {
            "min": null,
            "max": null
          },
          "trust": {
            "score": null,
            "evidence": "no_payment_data"
          },
          "fit": 85,
          "score": 68.8,
          "why": "35+ web scraping tools, covers a wide range of extraction needs for research.",
          "flags": [],
          "buy": {
            "how": "Link out: use the seller's own site / MCP endpoint."
          }
        }
      ]
    },
    {
      "need": "text summarization",
      "why": "To generate concise summaries of the scraped web pages.",
      "calls_per_run": 20,
      "searched": [
        "text summarization API",
        "nlp summarization",
        "document summarizer"
      ],
      "picks": [
        {
          "rank": 1,
          "id": "mpp.diffbot-nl",
          "name": "Diffbot NL",
          "kind": "http_api",
          "listing_url": "https://agentropolis.io/listing/mpp.diffbot-nl",
          "url": "https://www.diffbot.com",
          "summary": "Natural language processing — NER, sentiment, facts, summarization.",
          "price": "dynamic",
          "price_usd": {
            "min": null,
            "max": null
          },
          "trust": {
            "score": null,
            "evidence": "no_payment_data"
          },
          "fit": 90,
          "score": 72.5,
          "why": "NLP with summarization, NER, and sentiment, suitable for summarizing scraped content.",
          "flags": [
            "unproven_paid_seller: takes payment but no verified independent sales yet; start with one small call"
          ],
          "buy": {
            "how": "Link out: use the seller's own site / MCP endpoint."
          }
        },
        {
          "rank": 2,
          "id": "x402.agente-jefe",
          "name": "agente-jefe",
          "kind": "http_api",
          "listing_url": "https://agentropolis.io/listing/x402.agente-jefe",
          "url": "https://agente.revenuerecoveryai.app",
          "summary": "Pay-per-call text processing for agents: structured summarization with entity extraction, custom-category classification with 0-1 scoring, and short-form SEO content generation (titles, meta descriptions, slugs). JSON in, JSON out. No accou…",
          "price": "$0.005–$0.02 per call (x402)",
          "price_usd": {
            "min": 0.005,
            "max": 0.02
          },
          "trust": {
            "score": null,
            "evidence": "excluded_wash_signals",
            "verified_buyers_30d": 7,
            "settlements_30d": 67
          },
          "fit": 95,
          "score": 71.3,
          "why": "Structured summarization with entity extraction, outputs concise summaries for research.",
          "flags": [
            "wash_signals: one_buyer_>=80pct_of_volume"
          ],
          "buy": {
            "how": "Pay per call with x402 through the Agentropolis relay (non-custodial; you pay the seller directly) or call the seller directly.",
            "relay": "https://agentropolis.io/api/v1/call/x402.agente-jefe"
          }
        },
        {
          "rank": 3,
          "id": "mcp.com-brainiall-nlp",
          "name": "Brainiall NLP",
          "kind": "mcp_server",
          "listing_url": "https://agentropolis.io/listing/mcp.com-brainiall-nlp",
          "url": "https://brainiall.com",
          "summary": "Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.",
          "price": "not stated (often free or account-based)",
          "price_usd": {
            "min": null,
            "max": null
          },
          "trust": {
            "score": null,
            "evidence": "no_payment_data"
          },
          "fit": 85,
          "score": 68.8,
          "why": "Summarization and entity extraction, plus sentiment and QA, useful for concise reporting.",
          "flags": [],
          "buy": {
            "how": "Link out: use the seller's own site / MCP endpoint."
          }
        }
      ]
    },
    {
      "need": "send email",
      "why": "To deliver the daily report to the user via email.",
      "calls_per_run": 1,
      "searched": [
        "email sending API",
        "smtp service",
        "email automation"
      ],
      "picks": [
        {
          "rank": 1,
          "id": "mcp.io-github-sendmux-sendmux-mcp",
          "name": "Email Inbox API + Sending by Sendmux",
          "kind": "mcp_server",
          "listing_url": "https://agentropolis.io/listing/mcp.io-github-sendmux-sendmux-mcp",
          "url": "https://sendmux.ai/docs/guides/mcp",
          "summary": "AI email inbox and sending tools with attachments, search, live events, and webhooks.",
          "price": "not stated (often free or account-based)",
          "price_usd": {
            "min": null,
            "max": null
          },
          "trust": {
            "score": null,
            "evidence": "no_payment_data"
          },
          "fit": 95,
          "score": 76.3,
          "why": "AI email inbox and sending tools, supports attachments and automation for daily reports.",
          "flags": [],
          "buy": {
            "how": "Link out: use the seller's own site / MCP endpoint."
          }
        },
        {
          "rank": 2,
          "id": "mcp.io-github-boutquin-email",
          "name": "Email (IMAP/SMTP)",
          "kind": "mcp_server",
          "listing_url": "https://agentropolis.io/listing/mcp.io-github-boutquin-email",
          "url": "https://github.com/boutquin/mcp-server-email",
          "summary": "Multi-account IMAP/SMTP email server with 22 tools for reading, sending, searching, and organizing.",
          "price": "not stated (often free or account-based)",
          "price_usd": {
            "min": null,
            "max": null
          },
          "trust": {
            "score": null,
            "evidence": "no_payment_data"
          },
          "fit": 90,
          "score": 72.5,
          "why": "Multi-account IMAP/SMTP server, supports sending and organizing emails programmatically.",
          "flags": [],
          "buy": {
            "how": "Link out: use the seller's own site / MCP endpoint."
          }
        },
        {
          "rank": 3,
          "id": "mcp.dev-sending-mcp",
          "name": "Sending",
          "kind": "mcp_server",
          "listing_url": "https://agentropolis.io/listing/mcp.dev-sending-mcp",
          "url": "https://sending.dev/mcp",
          "summary": "Email, WhatsApp and Telegram for AI agents: send, campaigns, automations, contacts, agent inboxes.",
          "price": "not stated (often free or account-based)",
          "price_usd": {
            "min": null,
            "max": null
          },
          "trust": {
            "score": null,
            "evidence": "no_payment_data"
          },
          "fit": 85,
          "score": 68.8,
          "why": "Email sending and campaign tools for AI agents, suitable for automated daily reports.",
          "flags": [],
          "buy": {
            "how": "Link out: use the seller's own site / MCP endpoint."
          }
        }
      ]
    }
  ],
  "stack_cost_per_run": {
    "min_usd": 0.107,
    "max_usd": 0.107,
    "basis": "Top pick per need x estimated calls per run, from listed prices. Seller runtime 402 challenges are authoritative.",
    "unpriced_needs": [
      "text summarization",
      "send email"
    ],
    "budget_usd": 0.5,
    "within_budget": true
  },
  "risky_sellers": [
    {
      "id": "payai.read-lonestaroracle-xyz",
      "name": "ReadEdge",
      "listing_url": "https://agentropolis.io/listing/payai.read-lonestaroracle-xyz",
      "flags": [
        "unproven_paid_seller: takes payment but no verified independent sales yet; start with one small call"
      ]
    },
    {
      "id": "mpp.diffbot-nl",
      "name": "Diffbot NL",
      "listing_url": "https://agentropolis.io/listing/mpp.diffbot-nl",
      "flags": [
        "unproven_paid_seller: takes payment but no verified independent sales yet; start with one small call"
      ]
    },
    {
      "id": "x402.agente-jefe",
      "name": "agente-jefe",
      "listing_url": "https://agentropolis.io/listing/x402.agente-jefe",
      "flags": [
        "wash_signals: one_buyer_>=80pct_of_volume"
      ]
    }
  ],
  "also_search": [
    {
      "name": "Coinbase Agentic.Market (x402 Bazaar)",
      "url": "https://agentic.market/?q=web%20search%20API",
      "note": "Link-out only. We do not cache or republish CDP Bazaar data without Coinbase's written permission."
    }
  ],
  "fairness": "Ranked by fit + trust only. Score = 0.75 x fit (0-100, judged by a model that is NOT told who owns a listing) + 0.25 x payment-verified trust (0-100; no payment data = 20; wash signals = 0). Agentropolis's own kits get no boost, paid placement is never read, and sponsored rows are never included.",
  "method": "A small model splits your project into external needs and search queries; candidates come from Agentropolis organic search (MCP Registry, x402-list, MPP registry, seller kit.json); a second pass judges fit blind to ownership and trust; trust is Agentropolis payment-verified, wash-filtered trust (hub-trust-v0.1).",
  "stats": {
    "candidates_considered": 94,
    "latency_ms": 7441
  },
  "check_version": "kit-finder-0.1.0",
  "request_key": null,
  "pricing": {
    "charged": false,
    "note": "sample"
  }
}