Loppee

{
  "id": "aix_d97baf40b1",
  "name": "Loppee",
  "operator": "(unclaimed - source: registry-official · publisher: com.loppee)",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "sql-database"
  ],
  "protocols": {
    "mcp": "https://loppee.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 1430,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 53,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T22:00:50.896Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://loppee.com/agents"
    },
    {
      "label": "repository",
      "url": "https://github.com/4dwebspro-cell/ylai-platform"
    }
  ],
  "avatar": "https://github.com/4dwebspro-cell.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/4dwebspro-cell"
    }
  ],
  "profile": {
    "mcp_server": "loppee-agent-api",
    "mcp_version": "0.1.0",
    "tool_count": 58,
    "tools": [
      {
        "name": "get_agent_capabilities",
        "description": "Return the Loppee agent contract, endpoints, policy rules, and available MCP tools."
      },
      {
        "name": "get_pricing_plans",
        "description": "Return Loppee's published exposure plans, feature bullets, branch add-ons, and promotions. Editing exposure-plan prices or promotions cannot change publication, verification class, review authority, reputation, moderation, or class ordering. Loppee Jobs is billed separately and affects job-posting activation only. Exposure-plan payment changes discovery reach and, when Sponsored ordering is active, labeled position-weighted exposure only within the same verification class and verified-review reputation band. It never changes business-profile publication, verification, review authority, reputat"
      },
      {
        "name": "search_businesses",
        "description": "Search Loppee's closed taxonomy or use universal business-name lookup. A customer personal agent first calls get_location_options and asks exactly: \"Where should I search? For local categories, share your current location or use Home only when it is marked exact. Another city/ZIP is for area context or business-name lookup only.\" Use current, or saved only when the returned kind is saved_exact, for local category discovery. Provided city/ZIP and coarse Home are name-disambiguation context only. Other personas cannot access customer location authority and therefore cannot run local category dis"
      },
      {
        "name": "search_category",
        "description": "Local category discovery requires current or Home with kind=saved_exact. Provided city/ZIP, coarse Home, and provider IP return no results with commercial_influence=none and record no impressions. Other agent personas cannot access customer location authority and therefore cannot run this local category lane. Local category discovery and recommendations require a current precise location proof or handoff, or a saved_exact Home location. City/state, ZIP, provider IP, saved_coarse locations, and caller-supplied coordinates are neutral area context for business-name disambiguation only: they retu"
      },
      {
        "name": "lookup_business",
        "description": "Universal, pay-independent business-name lookup. Exact and genuine-prefix matches remain relevance-authoritative and return the requested entity with its truthful Verified, Listed, or claim-state-accurate Registry classification. Coarse location may disambiguate names only; without precise authority results are commercially neutral, sponsored=false, and record no impressions. Exposure-plan payment changes discovery reach and, when Sponsored ordering is active, labeled position-weighted exposure only within the same verification class and verified-review reputation band. It never changes busine"
      },
      {
        "name": "recommend_businesses",
        "description": "Return recommendations in explicit Verified, Listed, reviewed_registry, and fallback_registry sections. For category recommendations, Published Verified and Listed businesses come first; identity-reviewed Registry rows may fill only within the one-mile Free reach. fallback_registry may contain at most one unrated unclaimed Registry row and only when every higher-authority pool is empty. Owner-submitted and claimed-but-unpublished Registry records are never fallback results. For exact/genuine-prefix name recommendations, preserve direct-entity relevance across Published and identity-reviewed Re"
      },
      {
        "name": "search_jobs",
        "description": "Discover active schema.org-aligned Loppee jobs from currently Verified, published employers. Every employer carries the exact v3 Verified class disclosure and no numeric verification metric. Location and job filters remain commercially neutral. Exposure-plan payment changes discovery reach and, when Sponsored ordering is active, labeled position-weighted exposure only within the same verification class and verified-review reputation band. It never changes business-profile publication, verification, review authority, reputation, moderation, class ordering, or reputation band. Loppee Jobs is a s"
      },
      {
        "name": "get_trust_card",
        "description": "Fetch the public v3 Trust Card for one published business or visible Registry-page business by business_id; domain_key remains published-only. Both use the same Trust Card contract. A Registry card retains its exact claim status and disclosure, remains outside the published Verified/Listed classes, and never fabricates missing facts."
      },
      {
        "name": "get_business_reviews",
        "description": "Read public reviews for a published business or visible Registry-page business. Every review stays visible. reviewer_verification_label and quality_ranking_weight expose Passkey-or-verified-phone quality authority separately from verification_label and ranking_weight interaction evidence. Unqualified legacy reviews remain visible with quality_ranking_weight=0. Verified reviewer means the registered account completed Passkey or phone verification. It does not prove a transaction or government identity."
      },
      {
        "name": "explain_recommendation",
        "description": "Explain one published business's v3 class and exact disclosure. Registry recommendation rationale remains on the category recommend row; explain_recommendation stays published-only because a business_id alone cannot prove the prior category, location, and fallback context."
      },
      {
        "name": "compare_businesses",
        "description": "Compare published businesses only, in request order, by explicit v3 class and identity-verified-reviewer quality context. Registry rows remain unavailable on this tool. Every row retains its exact disclosure; payment never affects reviewer quality. Exposure-plan payment changes discovery reach and, when Sponsored ordering is active, labeled position-weighted exposure only within the same verification class and verified-review reputation band. It never changes business-profile publication, verification, review authority, reputation, moderation, class ordering, or reputation band. Loppee Jobs is"
      },
      {
        "name": "get_agent_identity",
        "description": "Identify the calling agent from its API key: returns the account_id, scope_kind, label, and exact allowed_actions this key may perform. It also states explicitly that the connecting principal supplies and operates the external agent while Loppee issues only scoped API/MCP access. Call this first to confirm a key is wired correctly and to discover this agent's permissions before attempting any write tool. Requires a valid agent API key (X-LOPPEE-API-Key or Authorization: Bearer); returns an auth error when the key is missing or revoked."
      },
      {
        "name": "get_admin_overview",
        "description": "Read the Loppee back-office queue totals and launch checks. Requires a team/admin-agent key whose exact allowed_actions include view. This is a Back-office tool; consumer and business-owner keys cannot call it."
      },
      {
        "name": "get_admin_analytics",
        "description": "Read bounded Back-office operational and projected-revenue analytics. Requires a team/admin-agent key whose exact allowed_actions include view_financial; a view-only key cannot call it. This tool is read-only and never changes billing, placement, verification, or publication."
      },
      {
        "name": "list_admin_businesses",
        "description": "Search and page the Loppee business-operations pipeline. Requires a team/admin-agent key with view. V3 results expose only the current Verified or Listed class and private operational completion, never a public numeric grade. This tool never edits a business."
      },
      {
        "name": "set_admin_business_lifecycle",
        "description": "Suspend an active business from public surfaces or restore a suspended business without changing its pipeline status. Requires a team/admin-agent key with the exact publish action; suspend requires an enumerated reason and other requires detail. Archive, unarchive, and deletion are mechanically unavailable to this tool and remain human-only. Every successful transition uses the existing transactional audit path."
      },
      {
        "name": "list_admin_verification_cases",
        "description": "List the server-owned verification work queue. Requires a team/admin-agent key with view. Reading a case never changes its class, evidence, publication, or assignment."
      },
      {
        "name": "get_admin_verification_case",
        "description": "Open one audited verification case file by business_id. Requires a team/admin-agent key with view. The response is the same minimized v3 projection used by the Back-office and never grants authority to change the business class."
      },
      {
        "name": "list_admin_manual_verification_submissions",
        "description": "Read the private entity/license manual-review queue. Requires a team/admin-agent key whose exact allowed_actions include complete_manual_verification. Signed document links are short lived; raw storage references are never returned. Merely reading a document cannot mint Verified."
      },
      {
        "name": "decide_admin_manual_verification_submission",
        "description": "Approve or reject one current entity/license submission through Loppee's audited manual authority. Rejection should include a controlled owner_reason_code plus a separate internal reason; omission maps to the controlled generic other copy only for legacy compatibility, and approval forbids owner_reason_code. Every official_source_manual decision requires the exact nonempty authority name and valid HTTPS source URL; document_review cannot carry an external source. official_record_not_found is additionally limited to a rejected official_source_manual review. Requires a team/admin-agent key with "
      },
      {
        "name": "list_admin_review_anomalies",
        "description": "Read the private flag-only review-anomaly queue. Requires a team/admin-agent key with moderate_reviews. Flags never auto-hide, remove, or reweight a review and never change a business class."
      },
      {
        "name": "resolve_admin_review_anomaly",
        "description": "Resolve or ignore one anomaly flag with a recorded reason and exact confirmation. Requires a team/admin-agent key with moderate_reviews. This changes only the flag; it cannot hide/remove the review, change review weight, or change a business class."
      },
      {
        "name": "list_admin_business_claims",
        "description": "Page the full business-ownership claim queue. Requires a team/admin-agent key with review_intake. This read never grants ownership or changes a claim."
      },
      {
        "name": "triage_admin_business_claim",
        "description": "Reject a business claim or request more evidence. Requires a team/admin-agent key with review_intake, a non-empty reason, and the exact decision-matched confirmation phrase; it retains the existing audit and notification flow. Ownership approval is intentionally absent: only a freshly stepped-up human admin with verify_evidence can approve and grant ownership."
      },
      {
        "name": "revoke_my_key",
        "description": "Immediately and irreversibly revoke the API key THIS call authenticates with — the agent-side 'delete my key' for connection hygiene (e.g. the key may be exposed, the integration is being retired, or the user asked to disconnect). Possession of the key is the authorization: it can only ever revoke itself, never another key or account, and it removes access rather than granting any. Takes effect on the next request (key validation is a live database check, so there is no cache window). The revocation is written to the audit log before the key is disabled. Requires confirm:true — without it the "
      }
    ],
    "profiled_at": "2026-08-12T21:01:26.238Z"
  },
  "unreachable": false
}