MedPrice AI MCP Server

by medprice-ai Your server? Claim it

answering

MedPrice AI is answering right now. Last checked 8 min ago. It exposes 5 tools. Last commit 18 Sep 2026.

Hosted MCP server exposing US hospital procedure cost data to AI assistants

Uptime history 47 days of history

47 days agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

398 ms

Response time

average over 24h

Stars

last commit 18 Sep 2026

What changed 13

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 13 August 2026. No other catalogue keeps this.

18 Sep a tool changed the parameters it asks for get_hospital_chargemaster_cost

15 Sep a tool description was rewritten list_hospitals

8 Sep a tool description was rewritten list_hospitals

31 Aug a tool changed the parameters it asks for list_codes

19 Aug 2 tools appeared list_codes, list_code_types

13 Aug 2 tool descriptions were rewritten3 times that day list_hospital_code_costs, list_hospitals

13 Aug 3 tools changed the parameters they ask for get_hospital_chargemaster_cost, list_hospital_code_costs, list_hospitals

13 Aug a tool appeared list_hospital_code_costs

and 1 more, back to 13 August 2026

Nothing serious here today

Today is the operative word: we check MedPrice AI every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 8 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add mcp-medprice-ai --transport http https://mcp.medprice.ai/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mcp-medprice-ai": {
      "url": "https://mcp.medprice.ai/mcp"
    }
  }
}

~/.codex/config.toml

[mcp_servers.mcp-medprice-ai]
url = "https://mcp.medprice.ai/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "mcp-medprice-ai": {
      "url": "https://mcp.medprice.ai/mcp"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "mcp-medprice-ai": {
      "url": "https://mcp.medprice.ai/mcp"
    }
  }
}

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

hospital

get_hospital_chargemaster_cost

Lookup hospital chargemaster cost

list_hospital_code_costs

Returns cost stats for every hospital with a matching chargemaster entry for a code_type/code. Use this instead of calling get_hospital_chargemaster_cost once per hospital when comparing prices for the same procedure across hospitals (e.g. "which hospital has the cheapest MS-DRG 652?"). Defaults to returning every matching hospital (currently at most a few hundred) in one call. If the response's next_page_token is non-empty, the result set was truncated: call this tool again passing that exact value as page_token to get the next page, and keep doing so until next_page_token is empty - do not stop after one page and conclude a hospital has no data for this code. The response's total_count field (total across all pages) can be compared against how many results you've accumulated so far as a completeness check.

code

list_code_types

Returns every distinct code_type (e.g. CPT, MS-DRG) with catalogued cost data, along with each type's distinct code count and total hospital reports. Unpaginated. Use this to discover which code systems have data before drilling into list_codes.

codes

list_codes

Returns every distinct code catalogued under a given code_type, paginated, with each code's raw chargemaster description and the number of hospitals reporting it. Use this to discover which codes exist under a code system (e.g. all CPT codes) before looking up prices with get_hospital_chargemaster_cost or list_hospital_code_costs.

hospitals

list_hospitals

Returns the hospitals supported by the medprice.ai API, with their hospital_id (opaque handle), EIN, name, structured_locations (addresses with geocoded coordinates where available), last_updated_on, and revision history (with per-revision has_payer_data, revision_id, and added_at - when medprice itself ingested that revision, as opposed to revision_date's source-file-reported update date). Defaults to returning the entire registry (currently a few hundred hospitals) in one call. If the response's next_page_token is non-empty, the result set was truncated: call this tool again passing that exact value as page_token to get the next page, and keep doing so until next_page_token is empty - do not stop after one page and conclude the list is complete. The response's total_count field (total across all pages) can be compared against how many hospitals you've accumulated so far as a completeness check, e.g. before answering questions like 'does medprice.ai cover any hospitals in Iowa'.

Endpoints

URL	Transport	State	Latency	Checked
https://mcp.medprice.ai/mcp	streamable-http	answering	366 ms	8 min ago

Alternatives to MedPrice AI

same job, measured the same way

Mdma

by mobilereality

MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.

93 installs/wk local only

Teamcity

by daghis

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

644 installs/wk local only

Zapier

by zapier

Hosted MCP server connecting AI assistants to 9,000+ apps and 40,000+ actions via Zapier.

answering

DICOMweb MCP Server

by pantelisgeorgiadis

MCP server exposing a DICOMweb DICOM archive to AI assistants via QIDO-RS and WADO-RS.

27 installs/wk local only

Plesk MCP

by flayedone

Manage your Plesk hosting server using AI assistants.

100 installs/wk local only

Canvas API MCP

by johannsenlum

MCP server exposing the Canvas LMS REST API (1,116 endpoints) for AI assistants

258 installs/wk local only

MCP Homeassistant

by daedalus

MCP server exposing Home Assistant REST API functionality

64 installs/wk local only

Datawrapper

by palewire

A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants

291 installs/wk local only

MedPrice AI — questions

Answers built from our own checks of this server.

What can MedPrice AI do?

It exposes 5 tools, read directly from the server on our last check. Among them: get_hospital_chargemaster_cost, list_codes, list_code_types, list_hospital_code_costs, list_hospitals. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is MedPrice AI working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 398 ms. The bar chart above shows every period we have measured.

How do I connect MedPrice AI?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does MedPrice AI need an API key?

No. MedPrice AI completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is MedPrice AI?

It answers our handshake in 398 ms on average, which is faster than 38% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is MedPrice AI open source?

We cannot say either way: written in TypeScript and 0 stars on GitHub, but we could not determine the licence, and without one the code is not open source by default.