Connect-MCP

Loa Healthcare Pricing

io.github.aanari/loacare-healthcare-pricing · v1.0.1

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

MCPremoteno credentialsHealthMaps & location

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 12 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 80/100

What it does: 12 tools · 11 read, 1 write · Developer tools, Health, Maps & location

Test call search_providers: failed — tool error: At least one search parameter (specialty, name, or location) is required. (1,009 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: 0
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://www.loacare.com/api/mcp

Tools

12 tools listed at last check
  • search_cpt_codes 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.
  • search_providers 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.
  • get_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
  • get_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
  • search_hospitals 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.
  • get_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_price
  • compare_local_prices Compare hospitals near a ZIP code for one procedure code, ranked by price (or distance) only. 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,
  • search_entities 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.
  • get_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.
  • get_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.
  • 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.
  • 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 approve

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