Flatten

{
  "agent_id": "flatten_mcp",
  "name": "Flatten",
  "url": "https://shaya.cloud/flatten-mcp/readme",
  "logo": null,
  "niche": "persistent-agent-memory",
  "category": "developer-tools-infra",
  "short_summary": "Your exact Claude Code session, resumed for a fraction of the tokens. A long session quietly re-sends its entire history on every message — so you keep paying,…",
  "task_performed": "Your exact Claude Code session, resumed for a fraction of the tokens. A long session quietly re-sends its entire history on every message — so you keep paying, turn after turn, for files Claude has already digested and drawn its conclusions from. flatten-mcp sets that spent weight aside and keeps it within reach, so the session you resume is the same one, only lighter, sharper, and far cheaper.",
  "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": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public price found on the vendor site.",
    "confidence": "high",
    "source_url": "https://shaya.cloud/flatten-mcp/readme",
    "checked_at": "2026-10-24T01:50:14.040Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://shaya.cloud/flatten-mcp/readme"
  ],
  "last_checked": "2026-10-24",
  "profile_checked": "2026-07-13",
  "price_checked": "2026-10-24",
  "how_to_connect": {
    "website": "https://shaya.cloud/flatten-mcp/readme",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "hosted",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "Vendor-hosted connector: connect to the published endpoint; nothing to install.",
    "evidence": {
      "sources": [
        "page_text:hosted"
      ],
      "excerpt": "latest README from GitHub… Live README, fetched from shayaShav/flatten-mcp on load. Hosted MCP endpoint: https://shaya.cloud/flatten-mcp .",
      "url": "https://shaya.cloud/flatten-mcp/readme",
      "observed_day": "2026-10-28",
      "age_days": 1,
      "hosted_evidence": "wording: \"Hosted MCP\"",
      "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": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "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": 551,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:36:15.433Z",
    "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."
}