Loa Healthcare Pricing

io.github.aanari由 GitHub 账号 aanari 发布v1.0.1更新于 Oct 24, 2026

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

已验证Streamable HTTP可网页运行位置与生活金融

概览

AI 生成的概览

一个托管式 MCP 服务器,让助手查询美国医院与医生价格、CPT 编码和医疗费用估算,并标明数据来源。

可以做什么
按精确编码、临床术语或通俗说法搜索 CPT/HCPCS 编码,并按名称、专科或地点查找美国医生、医院及 Loa 实体页面和带来源信息的档案。获取医院层面的市场定价,包括现金价、标价和保险公司协商价,以及按邮编或全美范围的快速现金价估算。按价格或距离比较某邮编附近医院对同一项目的收费。解释价格背后的来源标签、出处、置信度和注意事项。提交档案、名录或价格更正供 Loa 审核。
适用场景
适合在用户询问美国某项医疗项目费用、想比较当地医院的现金价或保险价、需要查找 CPT 编码或医生医院,或想了解某个报价来源时使用。
运行要求
远程 Streamable HTTP 端点;仅支持本地命令的客户端可通过 npx 运行 mcp-remote 包桥接,需要 Node.js。工具执行受 OAuth 保护,客户端需完成服务器公布的 OAuth 流程;发现类方法无需认证。
安装前请注意
执行工具需要 OAuth 登录。submit_entity_update_request 是唯一的写入工具:它会记录提交者和来源证据,并将更改排队等待 Loa 审核,不会直接修改公开数据。价格为公开透明数据和估算,并非报价或医疗建议。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Loa Healthcare Pricing,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.aanari%2Floacare-healthcare-pricing/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "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.

来源: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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数attestationentity_slugentity_typeprice_itemssource_urlsrequest_type必填source_notesentity_page_idsubmitter_namesubmitter_roleidempotency_keysubmitter_email必填另有 4 个

版本历史

1
  1. v1.0.1最新Sep 16, 2026

评分

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