MedCode Oracle

MedCode Oracle — Healthcare API for AI agents License-free medical coding, prior authorization prediction, drug intelligence, reimbursement rates, and…

CommunityOnlineNo sign-inGlobalFreeCan modify data

What it can do

  • Code Lookup: Look up medical codes (ICD-10, CPT, HCPCS) by code string. Returns description, category, active status, and related codes.
  • Code Suggest: Get AI-powered medical code suggestions from a clinical description. Returns ranked code suggestions with relevance scores.
  • Code Validate: Validate a medical code for correctness, active status, and context. Returns warnings and errors.

What data it sees

Do you need an account

No: the server works without sign-in

MedCode Oracle — Healthcare API for AI agents

License-free medical coding, prior authorization prediction, drug intelligence, reimbursement rates, and clinical trial matching — all from US government data sources (CMS PFS, OpenFDA, ClinicalTrials.gov, NIH RxNorm, CDC NNDSS, NPI registry).

What it does

20 tools across 7 healthcare domains:

  • Medical coding — ICD-10, CPT, HCPCS lookup with crosswalks (81,769 codes)
  • Prior authorization — approval probability prediction with 85% accuracy
  • Drug intelligence — OpenFDA labels, FAERS interactions, NIH RxNorm
  • Reimbursement — Medicare PFS RVUs + OPPS facility pricing (2026 rates)
  • Clinical trials — ClinicalTrials.gov search by condition / ICD-10 / intervention
  • Provider data — NPI directory, CMS Open Payments transparency
  • Disease surveillance — CDC NNDSS case counts and trends

Pricing

Pay-per-call. 1 credit = $0.001 USD.

Tier Example Cost
Cheap Code lookup $0.001
Mid NER extract, FHIR transform, claims validate $0.02–0.05
Premium PA predict, market analysis $0.05–0.10
Audit HIPAA compliance audit $0.25

100 free credits on signup ($0.10 sample — enough for 1× pa/predict + 50 cheap calls).

Two payment paths

  1. Anonymous USDC — pay-per-call via x402 protocol on Base mainnet, no signup
  2. Pre-paid credits — Stripe or USDC deposit, X-API-Key header

Get started

# Register for an API key (instant, no email required)
curl -X POST https://mymedi-ai.com/bot-marketplace/register \\
  -H "Content-Type: application/json" \\
  -d '{"name":"my-agent"}'

# First call (codes/lookup, 1 credit)
curl -X POST https://mymedi-ai.com/agent/v1/codes/lookup \\
  -H "X-API-Key: " \\
  -d '{"code":"G47.33"}'

Resources

HIPAA-ready architecture. All data sources are public-domain US government APIs.

How to connect

How to connect MedCode Oracle to Claude

The server address to paste into Claude settings:

https://mcp-server--mymedi-ai.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect MedCode Oracle to ChatGPT

The server address to paste into ChatGPT settings:

https://mcp-server--mymedi-ai.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect MedCode Oracle to Cursor

The server address to paste into Cursor settings:

https://mcp-server--mymedi-ai.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (20)

Raw names from tools/list. Only developers need these.

code_lookupLook up medical codes (ICD-10, CPT, HCPCS) by code string. Returns description, category, active status, and related codes.
code_suggestGet AI-powered medical code suggestions from a clinical description. Returns ranked code suggestions with relevance scores.
code_validateValidate a medical code for correctness, active status, and context. Returns warnings and errors.
pa_predictPredict prior authorization approval probability for a procedure. Returns approval likelihood (0-1), confidence level, estimated processing days, and contributing factors.
pa_statusCheck the status of a prior authorization request. Returns current status, dates, and expiration info.
ner_extractExtract medical named entities from clinical text. Identifies ICD-10 codes, CPT codes, dates, medications, and 12 entity types with confidence scores.
claims_validatePre-submission claims validation. Checks for errors, missing fields, code mismatches, and provides fix suggestions before you submit to the payer.
compliance_auditHIPAA compliance audit. Scans data for PHI exposure (SSN, MRN, DOB patterns), returns findings with severity, score (0-100), and remediation recommendations.
drug_lookupLook up drug information including label data, adverse events, and related diagnosis codes. Source: OpenFDA (public domain).
drug_interactionsCheck drug-drug interaction signals from FDA adverse event co-reports. Returns co-reported reactions and signal strength. Source: OpenFDA FAERS (public domain).
code_reimbursementLook up Medicare reimbursement rates for a medical code. Returns RVU values and estimated payment amounts using CMS PFS conversion factor. Source: CMS PFS RVU 2026 (public domain).
trials_searchSearch active clinical trials by condition, ICD-10 code, or intervention. Returns trial details including NCT ID, phase, enrollment, and eligibility. Source: ClinicalTrials.gov (public domain).
code_crossrefCross-reference a medical code across ICD-10, CPT, and HCPCS systems. Returns related codes grouped by system. Source: CodeReference DB (ICD-10/HCPCS: public domain).
drug_rxnormLook up a drug in NIH RxNorm for normalized terminology (RxCUI) and optionally check clinical drug-drug interactions with severity ratings. Source: NIH RxNorm (public domain).
provider_paymentsLook up pharmaceutical and device company payments to a physician (Sunshine Act data). Returns total payments, breakdown by type, and top paying companies. Source: CMS Open Payments (public domain).
disease_surveillanceLook up disease surveillance data including case counts and trends by condition and geography. Source: CDC National Notifiable Diseases Surveillance System (public domain).
provider_searchSearch the NPI provider directory. Find healthcare providers by name, specialty, or location.
provider_enrichAI-enriched provider intelligence from NPI number. Returns practice details, specialties, affiliations, and market context.
drug_enrichDrug information enrichment via OpenFDA. Returns drug details, indications, interactions, and AI analysis.
market_analysisHealthcare specialty market analysis for a specific state. Returns provider density, competition metrics, and market opportunity data.