Mirobody
Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Offline, no API key.
Description from the maker (original English)
Explains medical bill and EOB codes, terms and math. From KeepMD, the family medical records app.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://mcp.keepmd.org/eobRun this in your terminal
claude mcp add --transport http eob-decoder https://mcp.keepmd.org/eobPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"eob-decoder": {
"url": "https://mcp.keepmd.org/eob"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"eob-decoder": {
"type": "http",
"url": "https://mcp.keepmd.org/eob"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.keepmd.org/eobMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
lookup_codesChecks codes against the current official releases, which change every year, and reports whether each is valid, billable or terminated today. Returns the official descriptor for ICD-10-CM diagnosis codes, HCPCS Level II service/supply/drug codes and HCPCS modifiers found on an Ex
search_codesFinds ICD-10-CM diagnosis codes and HCPCS Level II service, supply and drug codes whose official description matches words from a statement (everyday wording such as "flu shot" or "x-ray" is translated to the clinical terms), or whose code starts with the given characters. Use it
explain_insurance_termReturns KeepMD's plain-language definition, a worked example and related terms for an insurance or medical-billing term from its glossary (allowed amount, deductible, coinsurance, balance billing, CO/PR group codes, No Surprises Act, observation status and about 110 more). Use it
check_eob_mathRecomputes one EOB line or claim total from the printed amounts (billed, allowed, plan paid, deductible, copay, coinsurance, non-covered, patient responsibility) and reports the contractual adjustment, the expected patient responsibility and plan payment, and any discrepancy such
get_eob_reading_guideReturns KeepMD's step-by-step guide, red flags and links to official consumer resources for reading an Explanation of Benefits (overview), resolving a bill that looks wrong (dispute), appealing a denial (appeal), or the handful of terms that drive the arithmetic (glossary). Use i
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain keepmd.org (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 207 ms (HTTP 200)
No sign-in needed
Read 5 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.1.3) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Mirobody, FHIR MCP Server, Google Health MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Offline, no API key.
MCP server providing seamless access to FHIR APIs for AI tools and healthcare applications
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
A read-only Model Context Protocol server that helps an AI assistant read a medical Explanation of Benefits (EOB), Medicare Summary Notice or itemized bill. It is the same job the KeepMD EOB Decoder browser extensions do, exposed to Claude, ChatGPT, Cursor and any other MCP client.
Endpoint: https://mcp.keepmd.org/eob (Streamable HTTP, no authentication) Documentation: https://keepmd.org/mcp-eob-decoder/ Publisher: KeepMD (VertexMD, Inc.) · support@keepmd.org
In plain English: you paste or describe an EOB or bill to Claude, ChatGPT or another assistant, and the assistant uses this server to say what each code means, what the insurance words mean, whether the amounts add up, and what to do next. The server only ever sees codes, words and dollar figures.
| Tool | Purpose |
|---|---|
lookup_codes | Official descriptors for ICD-10-CM diagnosis codes, HCPCS Level II service/supply/drug codes and HCPCS modifiers, with chapter, plain-language notes and licensing notices for CPT, dental, NDC and X12 remark codes (recognized, not described). Up to 50 codes per call. |
search_codes | Find ICD-10-CM or HCPCS Level II codes from words in a description, or by code prefix. |
explain_insurance_term | ~115 insurance and billing terms (allowed amount, coinsurance, CO/PR group codes, No Surprises Act, observation status…) with examples and related terms. |
check_eob_math | Recomputes one service line or claim total from the printed amounts and flags balance billing, mismatched totals and impossible cost sharing. |
get_eob_reading_guide | Step-by-step guide to reading an EOB, disputing a bill, or appealing a denial, with links to official consumer resources. |
Plus the decode_eob prompt and two resources (keepmd://mcp-eob-decoder/glossary, keepmd://mcp-eob-decoder/manifest).
Every tool carries readOnlyHint: true and openWorldHint: false. Every clinical or financial payload carries a disclaimer field: general billing and coding reference, not medical, legal or financial advice.
The server has no storage and no accounts. Tools accept codes, terms and dollar amounts only; no schema takes a name, date of birth, member ID, claim number or statement text. Tool arguments are never logged. Full policy: https://keepmd.org/privacy/mcp-eob-decoder/.
| Set | Release | License |
|---|---|---|
| ICD-10-CM | FY2027 (effective 2026-10-01), NCHS/CMS | Public domain |
| HCPCS Level II | October 2026 quarterly file, CMS | Public domain (CDT D-codes dropped) |
| Glossary, reading guide, plain-language notes | KeepMD-authored | MIT |
CPT (AMA), CDT (ADA) and CARC/RARC (X12) descriptors are licensed and are not included. See NOTICE.md. Exact versions and file hashes: public/data/MANIFEST.json.
Claude (claude.ai → Settings → Connectors → Add custom connector): https://mcp.keepmd.org/eob Claude Code: claude mcp add --transport http keepmd-mcp-eob-decoder https://mcp.keepmd.org/eob Cursor / VS Code / other clients:
{ "mcpServers": { "keepmd-mcp-eob-decoder": { "type": "http", "url": "https://mcp.keepmd.org/eob" } } }
ChatGPT: install from the app directory once listed (see chatgpt/). Gemini CLI: gemini extensions install https://github.com/keepmd-medical/keepmd-mcp-eob-decoder
Try: *"What do Z00.00, 99213 and J0696 mean on this EOB?"* · *"Explain allowed amount versus billed amount."* · *"Billed 1,200, allowed 650, deductible 500, 20% coinsurance. Is my 630 patient responsibility right?"*
npm install --legacy-peer-deps
npm run data:refresh # downloads the CMS/NCHS releases and rebuilds public/data npm test && npm run typecheck npm run dev # http://localhost:8787/eob
npm run dev # terminal 1
npm run smoke -- http://127.0.0.1:8787/eob # terminal 2: initialize, tools/list, one call per tool, the prompt npx @modelcontextprotocol/inspector # point it at http://127.0.0.1:8787/eob (Streamable HTTP)
Or add the local server to Claude Code with claude mcp add --transport http eob-local http://127.0.0.1:8787/eob and ask it the reviewer prompts in docs/SUBMISSIONS.md. Problems: support@keepmd.org (the issue tracker is off).
Built on @modelcontextprotocol/server (createMcpHandler, stateless Streamable HTTP) and Cloudflare Workers with Static Assets for the code sets. Layout, release and data-refresh steps: CONTRIBUTING.md, docs/DEPLOY.md. Directory submissions (Anthropic, OpenAI, MCP Registry, Google, Meta, Grok, Cursor and others): docs/SUBMISSIONS.md. Bundles: plugin/ (Claude plugin), chatgpt/ (ChatGPT app package), .cursor-plugin/ + mcp.json (Cursor plugin), gemini-extension.json + GEMINI.md (Gemini CLI extension).
This server comes from KeepMD, a family medical records app for tracking medical records, labs and health documents for everyone you look after. The server is a separate reference service: it stores nothing and never connects to anyone's records.
MIT for code and KeepMD-authored content. Government data sources are public domain; see NOTICE.md.