Percolate

{
  "agent_id": "percolate",
  "name": "Percolate",
  "url": "https://percolateapp.com/mcp",
  "logo": "https://agentery.com/logos/CP-9R9GY4-256.png",
  "niche": "ai-data-platform",
  "category": "developer-tools-infra",
  "short_summary": "Query the Percolate specialty coffee database — 1,100+ curated coffees with roast level, body/acidity/sweetness profiles, flavour notes, suited brew methods an…",
  "task_performed": "Query the Percolate specialty coffee database — 1,100+ curated coffees with roast level, body/acidity/sweetness profiles, flavour notes, suited brew methods and food pairings.\n\nSearch with category, roast, brew-method and price filters; pull a full record for one coffee; find similar coffees; get recommendations from the flavours you like, a budget and the gear you own; or get a dial-in starting point (dose, yield, time, grind) for a given coffee and brew method.\n\nAll scoring is deterministic — no AI runs inside the server, so the same question returns the same ranked answer. Every response carries source attribution and a data-freshness date. Read-only, no API key required.",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "free",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Free",
    "commercial": {
      "currency": "USD",
      "lines": [
        {
          "name": "Free",
          "price": "free",
          "kind": "free",
          "billed": "monthly"
        }
      ]
    },
    "summary": "Free. Percolate is presented as a free MCP service with public read-only access and no account or API key required.",
    "confidence": "medium",
    "source_url": "https://percolateapp.com/mcp",
    "checked_at": "2026-10-08T04:12:17.359Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Free",
        "price": "free",
        "period": null,
        "persona": "free",
        "highlights": [
          "Read-only public access",
          "No account, API key, or authentication required"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://percolateapp.com/mcp"
  ],
  "last_checked": "2026-08-22",
  "how_to_connect": {
    "website": "https://percolateapp.com/mcp",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "npx\", \"args\": [\"-y\", \"percolate-mcp\"] }",
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "both",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": "npx\", \"args\": [\"-y\", \"percolate-mcp\"] }",
    "note": "Offered both ways: a vendor-hosted endpoint AND a self-run install are documented.",
    "evidence": {
      "sources": [
        "page_text:hosted",
        "page_text:install"
      ],
      "excerpt": "\"] } } } Remote clients (web agents, Cursor, anything that takes a URL) — use the hosted endpoint, no install or API key: https://mcp.percolateapp.com What tools does",
      "url": "https://percolateapp.com/mcp",
      "observed_day": "2026-10-08",
      "age_days": 1,
      "hosted_evidence": "wording: \"hosted endpoint\"",
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://percolateapp.com/mcp",
      "last_observed_day": "2026-10-08",
      "age_days": 1,
      "verified_day": "2026-10-08",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 855,
    "uptime_7d": 1,
    "checked_at": "2026-10-08T02:43:07.966Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}