Loppee

com.loppee由 loppee.com 發布官方發布者v0.1.4更新於 Oct 26, 2026

Agent-first US business trust registry with neutral Trust Cards and published evidence.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取商業與電商

概覽

AI 產生的概覽

以唯讀方式遠端存取 Loppee 美國企業信任登錄庫：查詢企業、讀取信任卡與評論並進行比較。

可以做什麼
  • 依名稱查詢企業，回傳精確或前綴比對結果、穩定 ID 與粗略的公開城市／州資訊
  • 讀取某企業的公開信任卡，包含狀態、揭露資訊、公開事實與評論背景
  • 讀取分頁的公開客戶評論，支援星級篩選並遮蔽評論者身分
  • 說明某已發布企業為何被或不被推薦，提供已公開的依據與引用
  • 對 2 至 20 個已知企業 ID 並排比較，無法解析的 ID 會如實列出而非憑空生成
適用情境
適合在助理推薦或討論某家美國企業前，需要中立且有引用的背景資訊時使用；也適合使用者詢問某企業是否在 Loppee 上通過驗證、被收錄或值得信任時使用。它是範圍很窄的研究介面，不支援依類別或位置檢索目錄。
執行需求
需要一個遠端 Streamable HTTP 端點；不需身分驗證、API 金鑰、標頭或環境變數。用戶端需支援遠端 HTTP MCP 伺服器。
安裝前請注意
五個工具皆宣告為唯讀且非破壞性，參數結構不接受地址或位置輸入。結果僅限已發布於 Loppee 登錄庫的企業，缺少的紀錄會維持未解析狀態。需登入的消費者版、商家版與後台產品屬於獨立產品，不在此介面提供。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Loppee，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.loppee%2Floppee/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "loppee": {
      "type": "http",
      "url": "https://loppee.com/mcp/discovery"
    }
  }
}

README

Loppee MCP

Public metadata for Loppee's narrow, no-auth MCP discovery surface.

Connect

Configure the URL above as a remote HTTP MCP server in a compatible client. This repository does not contain credentials and does not require an API key.

Claude custom connector

Add Loppee to Claude prefills Claude's custom-connector dialog. Claude still asks the signed-in user to review and confirm the name and URL; the link does not publish a directory listing or grant permissions.

The canary and directory-review packet is in distribution/claude-connectors-directory.md.

Cursor

Copy the following official Cursor MCP install link into a browser with Cursor installed. Cursor shows the decoded remote-server configuration and asks the user to confirm before installation:

text
cursor://anysphere.cursor-deeplink/mcp/install?name=loppee&config=eyJ1cmwiOiJodHRwczovL2xvcHBlZS5jb20vbWNwL2Rpc2NvdmVyeSJ9

The decoded configuration is exactly:

json
{  "url": "https://loppee.com/mcp/discovery"}

For manual or project setup, use mcp.json. The candidate Cursor Marketplace manifest is .cursor-plugin/plugin.json. Neither file contains an account, header, credential, key, or local command. The Marketplace preflight is in distribution/cursor-marketplace.md.

OpenClaw

The metadata-only Agent Plugins Bundle source is in clawhub/loppee-discovery. It contains no skill, runtime code, credential, header, key, customer data, owner tool, write tool, or location input.

The current ClawHub CLI incorrectly requires a native openclaw.plugin.json from compatible bundles. Loppee will preserve the narrower Agent Plugins Bundle instead of changing it into a native plugin or publishing it as a Skill. The live admission blocker and reproduction are tracked in openclaw/clawhub#3513. See distribution/openclaw-clawhub.md for the verified package boundary and publication gate.

Public tool boundary

The endpoint exposes exactly five read-only named-business research tools:

ToolPurpose
lookup_businessFind pay-independent exact or genuine-prefix matches for a named business.
get_trust_cardRead the published Trust Card for an identified Loppee business.
get_business_reviewsRead paginated public reviews and their published disclosures.
explain_recommendationRead the published recommendation basis for an identified business.
compare_businessesCompare two to twenty identified published Loppee businesses.

Every tool is declared read-only, non-destructive, and closed-world. This surface exposes no category discovery, address or location input, pricing, checkout, customer account, business-owner, write, or Back Office authority.

Privacy and neutrality

  • The tool schemas accept no address, city, state, ZIP, coordinates, location handoff, or device-location input.
  • The endpoint returns no private customer or owner data.
  • Payment does not change lookup, comparison, verification, reviews, evidence, or recommendation explanation on this surface.
  • Missing or unresolved records must remain unresolved rather than fabricated.

Loppee Personal, authenticated consumer MCP, Loppee Business, and Back Office are separate products with different authorization boundaries. They are not published through this repository.

Registry metadata

server.json records published version 0.1.4 of the existing com.loppee/loppee Official MCP Registry listing (published 2026-09-26T13:41:56.310498Z, the latest version). It changed metadata only: the source repository (https://github.com/loppee-ai/loppee-mcp, after the GitHub owner rename from 4dwebspro-cell to loppee-ai) and agent_docs_url. The /mcp/discovery remote, tools and policies are unchanged from 0.1.3 (published 2026-08-24T18:33:32.121626Z), which the Registry still reports as active. Versions 0.1.0 through 0.1.2 are retained as deprecated history. Registry versions are immutable after publication.

Design note: repository links this public metadata repository

Starting with 0.1.4, the manifest's repository field intentionally points to this public repository (https://github.com/loppee-ai/loppee-mcp, stable GitHub repository id 1345142388). Versions 0.1.0–0.1.3 omitted the field because the Registry schema describes repository as the server's source code, and Loppee's production source repository is private. We now link this repository deliberately: it is the canonical, public, inspectable home of the listing's metadata, connection documentation and security contact, and the stable repository id lets clients detect a deleted-and-recreated repository. It does not contain, and does not claim to contain, the server implementation.

Official MCP Registry publication and GitHub MCP Registry curation are separate gates. Loppee's GitHub Registry onboarding request was submitted on 2026-08-28; submission is not inclusion. See distribution/github-mcp-registry-onboarding.md for the public request and the remaining verification gate.

Verification

Before any future Registry release or downstream directory submission, Loppee validates server.json with the official mcp-publisher; checks the live MCP initialize capabilities, tools/list, resources/list, and prompts/list; verifies the exact five-tool catalog and annotations with no resource or prompt capability; and exercises the read-only tools. Those release checks run from Loppee's private product repository and CI; no backend source, credentials, workflows, or operational runbooks are published here.

The 0.1.3 production canary completed at 2026-08-24T18:36:20Z on build e09c360f1d29269a72a1d9e272b1ead29c101c0e: exactly five tools were listed, resources, resource templates, and prompts were unsupported, all five tool calls succeeded, the public-output privacy scan and text/structured-content parity checks passed, and anonymous access to the separate /mcp surface returned 401.

Links

Source and license

This public repository intentionally contains metadata and documentation only. It does not contain the Loppee backend, private application source, scripts, workflows, secrets, credentials, or customer data.

No LICENSE file is included. Public visibility does not grant an open-source license.

來源：README.md，提交 dd714af

工具

5

lookup_business

Lookup Business

Use this when the user names a business and wants its Loppee Registry match. Returns exact and genuine-prefix name matches with stable ids, coarse public city/state, and truthful Verified, Listed, or Registry disclosure. It does not perform category discovery, accept or return caller location, or return a street address or ZIP.

輸入參數name必填limitcursor

get_trust_card

Get Trust Card

Use this when a business is already identified and the user wants its public Loppee Trust Card. Returns the exact business status, disclosure, coarse public city/state, public facts, review context, and citation without account authority, street address, ZIP, or signed media links.

輸入參數domain_keybusiness_id

get_business_reviews

Get Business Reviews (paginated)

Use this when the user wants the public customer reviews for one Loppee business id. Supports pagination and star-rating filters, preserves reviewer and interaction labels, masks reviewer identity, and changes nothing.

輸入參數pagelimitratingsbusiness_id必填

explain_recommendation

Explain Recommendation

Use this when the user asks why a known published business is or is not recommendable on Loppee. Returns the published class, disclosure, recommendation basis, commercial-neutrality statement, and citation without exposing private weighting.

輸入參數business_id必填

compare_businesses

Compare Businesses

Use this when the user wants a side-by-side comparison of two to twenty known published Loppee business ids. Returns each business's exact class, disclosure, review context, and citation; unknown or unavailable ids are listed as unresolved rather than fabricated.

輸入參數business_ids必填

版本歷史

2
  1. v0.1.4最新Sep 26, 2026
  2. v0.1.3Sep 16, 2026

評分

已滿足適用檢查項的 90%

該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分

    請在儲存庫或註冊中心條目中宣告授權條款。