Sophie Well
Provides source citations for calculators, including links to source papers and PubMed search fallback for sources not indexed elsewhere.
What it is
Clinical calculators, scores, drips, and dosing math for the nurse on shift, and for the doctors, pharmacists, respiratory therapists, EMS providers, billers, and coders working alongside. The catalog also carries the measurement and process tools the same shift runs on: reference change values and method agreement for the laboratory, and handoff structures, checklist phases and event-review frameworks for quality and safety.
Each calculator does one thing:
In | The values you already have. It opens pre-filled with a worked example — a described patient, not a form of zeros — so you can see the expected format before you type over it. |
Out | One number or grade, plus how the source says to read it. |
Or not | When a value it needs is missing, it says which one instead of answering. A score that only adds points will still flag risk on what you have entered, but it will not call a patient well on measurements nobody took — and it will not raise an alarm from an empty form either. When it does answer on a partly filled form, it says how much of the form it used. |
Proof | The method and primary citations together, one click away under "How this is calculated". 2,262 of the 2,362 link straight through to the source paper, and every one of those links is checked to resolve and to open the paper the citation names, not merely a paper. Twelve more say "Search PubMed for this source" because no index carries the book chapter or pre-1946 paper they cite. |
For example, on Wells Score for PE
you tick the criteria that apply and get
Wells PE total: 4.5 (Moderate probability).
Calculations run locally, and after one visit every tool keeps working offline. Nothing leaves your device unless you deliberately choose Report a problem; that action sends the canonical tool URL and an optional short note to a private maintenance queue. Current bounded inputs and results are included only when you select the unchecked context option. No report URL contains query parameters or URL state. Sensitive tools never attach form entries or generated text. There are no accounts or background telemetry.
Related MCP server: modu-emergencybell
Use it
Go to sophiewell.com and type what you need.
Or bring a file: drop a remittance (835), claim (837), eligibility (271) or claim-status (277) file, a hospital or insurer price file, the claims file your health plan gives you, a prior-authorization packet, or a CSV of fills, patients or claims on the home page, and the tool that reads it opens with the file already in it. Several files, a folder or a zip open a list of what each file is and which tool reads it. A health record downloaded from a patient portal (C-CDA or FHIR) or an Apple Health export shows which calculators it can fill -- kidney, liver, cholesterol and heart risk -- with the values it used and their dates. Files are read in your browser and never uploaded, and their values never go into a link.
To run your own copy: clone this repository, run npm run dev, open
http://localhost:4173.
For AI agents (MCP)
The same calculators are available to agents through a local Model Context Protocol server, so an agent gets the right number plus a citation instead of guessing. It runs on your machine over stdio: no hosting, no network, no telemetry. Setup is in mcp/README.md.
More
The medication-access upload workbench is in development. All four adherence tools can load CSV or TSV fill histories locally, with an explicit column-mapping step, a row-level preview, and full or patient-redacted CSV downloads. Generic batch execution has started with the patient-definition check; other calculators are still planned. The prescription matcher accepts four local files and returns its audit trail with full or redacted downloads. The 835 reader validates remittance envelopes and balance arithmetic, then exports a claim table locally. Denial-pattern and contract-underpayment reports run on those same local remittances. The appeal worklist accepts mapped CSV/TSV claims or 835 files, asks the reader to identify each payer's rule set, and exports full or patient-redacted deadline lists. The 837 checker validates professional and institutional claim structure, identifiers, dates and charge totals before submission. The 271 reader turns a local file or pasted eligibility response into a plain coverage and benefit summary with raw codes beside each label. The 277 reader lists rejected claim acknowledgments first and keeps every raw status code available for verification. The hospital price transparency checker streams CMS v3.0.0 CSV or JSON files and reports structural deficiencies by row or JSON path. See the implementation status.
CHANGELOG.md: what's new
mcp/README.md: use the calculators from an MCP client
docs/architecture.md: how it's built
docs/product-decisions.md: durable interface decisions
docs/incomplete-input-program.md: what a tool does with a value it was not given
docs/unbuilt-tools.md: what a spec asks for that is not built yet, and what would unblock it
CONTRIBUTING.md: what changes are accepted, and how to add a calculator
SECURITY.md: report a vulnerability privately, not as an issue
If a calculator disagrees with the source it cites, that is the highest-priority report the project takes: open a wrong-number issue.
License
This server cannot be deployed
Maintenance
Related MCP Connectors
Free health AI: drug interaction checks, medicine facts and health questions in 90+ languages
Free hosted MCP server: US healthcare procedure cost estimates and provider pricing. No API key.
US healthcare public data, one endpoint: prices, Medicare, MA benefits, Stars, Medicaid, providers.
Sourced US and Canadian dental prices, Medicaid and Medicare dental rules, treatment-plan checker.
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceSuncture Healthcare MCP provides a set of specialized healthcare tools that can be integrated with AI models to enhance their capabilities in delivering accurate, reliable healthcare information and guidance.2 npmMIT
- FlicenseNot gradedqualityDmaintenanceProvides emergency hotline numbers, restrooms and outdoor safety bells, after-hours clinics, pharmacies, ER beds, and foreign visitor phrase cards. Information only—does not place calls or diagnose.1-

costkits-mcpofficial
AlicenseAqualityCmaintenanceProvides live US healthcare cost data including procedure cost estimates, provider pricing, insurance coverage rules, and medical bill analysis using real hospital transparency and CMS data.12262 npmMIT- AlicenseAqualityAmaintenanceEnables local, deterministic clinical calculations for nursing and emergency care, including Parkland formula, body surface area, and IV drip rate tools with validated typed inputs.323 PyPIMIT