Loa Healthcare Pricing

io.github.aanari由 GitHub 帳號 aanari 發布v1.0.1更新於 Oct 24, 2026

Search source-labeled hospital prices, CPT codes, providers, and healthcare cost estimates.

已驗證Streamable HTTP可網頁執行位置與生活金融

概覽

AI 產生的概覽

託管式 MCP 伺服器,讓助理查詢美國醫院與醫師價格、CPT 編碼和醫療費用估算,並標示資料來源。

可以做什麼
依精確編碼、臨床術語或一般說法搜尋 CPT/HCPCS 編碼,並依名稱、專科或地點查找美國醫師、醫院及 Loa 實體頁面和附來源資訊的檔案。取得醫院層級的市場定價,包括現金價、標價和保險公司協商價,以及依郵遞區號或全美範圍的快速現金價估算。依價格或距離比較某郵遞區號附近醫院對同一項目的收費。解釋價格背後的來源標籤、出處、信心程度和注意事項。提交檔案、名錄或價格更正供 Loa 審核。
適用情境
適合在使用者詢問美國某項醫療項目費用、想比較當地醫院的現金價或保險價、需要查找 CPT 編碼或醫師醫院,或想了解某個報價來源時使用。
執行需求
遠端 Streamable HTTP 端點;僅支援本機指令的用戶端可透過 npx 執行 mcp-remote 套件橋接,需要 Node.js。工具執行受 OAuth 保護,用戶端需完成伺服器公布的 OAuth 流程;探索類方法無需驗證。
安裝前請注意
執行工具需要 OAuth 登入。submit_entity_update_request 是唯一的寫入工具:它會記錄提交者和來源證據,並將變更排入佇列等待 Loa 審核,不會直接修改公開資料。價格為公開透明資料和估算,並非報價或醫療建議。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Loa Healthcare Pricing,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/io.github.aanari%2Floacare-healthcare-pricing/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": {
    "loa-healthcare-pricing": {
      "type": "http",
      "url": "https://www.loacare.com/api/mcp"
    }
  }
}

README

Loa Healthcare Pricing MCP Server

Loa's hosted Model Context Protocol server gives MCP-capable assistants access to source-labeled healthcare pricing, CPT and HCPCS code search, U.S. provider and hospital discovery, and Loa entity profiles.

Remote endpoint

text
https://www.loacare.com/api/mcp

The hosted server uses Streamable HTTP. Clients should complete the server's advertised OAuth flow when a tool call requires authentication.

Native remote configuration

Use this configuration with clients that support remote MCP server URLs:

json
{  "mcpServers": {    "loacare": {      "url": "https://www.loacare.com/api/mcp"    }  }}

For clients that require a local command, use the mcp-remote bridge:

json
{  "mcpServers": {    "loacare": {      "command": "npx",      "args": [        "-y",        "mcp-remote",        "https://www.loacare.com/api/mcp"      ]    }  }}

See the live MCP documentation for current authentication, rate-limit, and troubleshooting guidance.

Available workflows

The server supports workflows for:

  • Searching medical procedure billing codes.
  • Finding U.S. healthcare providers and hospitals.
  • Resolving source-labeled Loa entity profiles.
  • Comparing published hospital price-transparency rows and available provider prices.
  • Explaining price provenance and source labels.
  • Submitting authenticated provider or hospital corrections for Loa review.

Available tools

The production server currently advertises 12 tools:

  • search_cpt_codes
  • suggest_procedures
  • search_providers
  • search_hospitals
  • search_entities
  • get_entity_profile
  • get_entity_prices
  • get_hospital_pricing
  • get_market_pricing
  • get_pricing_estimate
  • explain_price_sources
  • submit_entity_update_request

The public discovery methods initialize, notifications/initialized, ping, and tools/list can be used without authentication. Tool execution remains OAuth-protected.

Data scope

Loa returns public healthcare pricing and directory data. It does not require or return Protected Health Information. Pricing responses identify their source labels so clients can distinguish hospital machine-readable-file rows, provider-published prices, market estimates, and reviewed corrections.

Registry metadata

server.json is the public metadata submitted to the official MCP Registry under io.github.aanari/loacare-healthcare-pricing.

This repository publishes integration metadata and documentation for Loa's hosted MCP server. The production application source is maintained separately.

來源:README.md,提交 2cb6f2f

工具

12

search_cpt_codes

CPT Code Search

Canonical code-lookup tool for this server. Search Loa's CPT/HCPCS index using exact codes, clinical terms, or consumer phrases. Use this first when the user does not already know the CPT code, before calling pricing tools.

輸入參數limitquery必填categoryspecialty

search_providers

Provider Search

Search public CMS NPI Registry data for clinicians and healthcare organizations by specialty, name, or location. Use returned provenance to understand the registry source and scope. Use this for provider lookup, not pricing.

輸入參數namelimitlocationspecialty

get_pricing_estimate

Pricing Estimate

Quick cash-price ballpark for one or more CPT codes, using the median cash price across hospitals in the state (from zip_code) or nationally. priceRange is the typical range (25th to 75th percentile of hospitals). Codes without enough data return insufficient_data and are listed in missingCodes; the total is null unless every code has data. Never fill gaps with your own estimate. For insurer rates or hospital-specific prices, use get_market_pricing or get_hospital_pricing.

輸入參數zip_codeprocedure_codes必填

get_market_pricing

Market Pricing

Preferred benchmark pricing tool. Returns hospital-level market statistics for CPT codes from Loa's published hospital price-transparency data: cash/self-pay prices, list prices (gross charges before discounts), overall insurer-negotiated rates, and rates for the most common insurers. Each hospital counts once. Lead with the median and the p25-p75 range rather than min or max. Figures are statewide or national, never local to a ZIP code. When status is insufficient_data, say Loa doesn't have enough data instead of estimating, and always relay the limitations. Negotiated rates are not out-of-pocket costs.

輸入參數statezip_codecpt_codes必填

search_hospitals

Hospital Search

Search Loa's hospital directory by name or location and return hospital IDs plus address details. Use the returned hospital_ids with get_hospital_pricing to fetch source-labeled Published MRF and reviewed overlay prices.

輸入參數citynamelimitstatezip_code

get_hospital_pricing

Hospital Pricing

Hospital-specific pricing tool for source-labeled Loa runtime data. Returns source-labeled Published MRF prices and Loa Verified Provider Price overlays for CPT codes. cash_price is the cash/self-pay price, list_price is the gross charge before discounts (most patients pay less), and insurance_prices are payer-negotiated rates for the named plan, not out-of-pocket costs. Any of these can be null when the hospital did not publish that price. Use this when comparing named hospitals or checking a quoted hospital price against available source rows.

輸入參數cpt_codes必填hospital_ids必填

compare_local_prices

Compare Local Prices

Compare hospitals near a ZIP code for one procedure code, ranked by price (or distance) only. answer gives the lowest cash price in the radius, the lowest rate for the named insurer, a cash-or-insurance verdict, the next question to ask the user, and a Loa search link; lead with it. answer prices are single published prices; an option's price is the middle of a hospital's published prices when it lists several. Without insurer, price is the published cash (self-pay) price. With insurer, price is that insurer's negotiated rate, which is not the patient's out-of-pocket cost. Each option says what the price includes, its source and date, distance in miles, and loa_link for booking or contact. Every priced hospital in the radius is ranked before limit applies. Hospitals with no price for the code are counted in hospitals_without_price; hospitals without a matching cash price or insurer rate are listed last with price null. Get the code from search_cpt_codes first. Do not send member IDs or other personal details.

輸入參數sortlimitinsurercpt_code必填zip_code必填radius_milesdeductible_met

search_entities

Entity Search

Search Loa runtime hospital and provider entity pages by name or state. Use this before get_entity_prices when the user names a hospital or provider but does not know the exact Loa slug.

輸入參數limitquerystateentity_type

get_entity_prices

Entity Prices

Return source-labeled prices for a Loa hospital or provider entity slug using the shared resolver. Use search_entities first if the slug is unknown. Results include provenance and explicit unavailable rows for requested CPT codes with no current price.

輸入參數slug必填limitcpt_codes

get_entity_profile

Entity Profile

Return one Loa hospital or provider entity profile by exact slug or entity_pages.id. Includes profile-field provenance so agents can distinguish source-file fields from Loa-reviewed overrides.

輸入參數slug_or_id必填entity_type

explain_price_sources

Explain Price Sources

Explain the source labels, provenance, confidence, and caveats behind Loa prices for one hospital or provider entity. Use this when an agent needs to tell a user why prices are MRF-published, Loa-reviewed, estimated, or unavailable.

輸入參數slug必填limitcpt_codes

submit_entity_update_request

Submit Entity Update Request

Submit a profile, listing, or price correction for Loa review without requiring a provider portal. This is the only mutating provider/entity tool. It requires OAuth, captures submitter and source evidence, records linked-provider status when available, and never changes public data until Loa approves the request.

輸入參數attestationentity_slugentity_typeprice_itemssource_urlsrequest_type必填source_notesentity_page_idsubmitter_namesubmitter_roleidempotency_keysubmitter_email必填另有 4 個

版本歷史

1
  1. v1.0.1最新Sep 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。