Vlada
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Source-traced healthcare prices, served to your agent.

Point your own agent — or ours — at the Vlada MCP. Every value returns with its provenance: the file it came from, the version, the hash, and a replay you can run.

Get an API keyRead the docs
mcp.vladahealth.com · REST + MCP
get_negotiated_rate · MRI lumbar spine
$ curl https://mcp.vladahealth.com/tools/get_negotiated_rate \
    -H "Authorization: Bearer vk_live_…" \
    -d '{ "payer": "cigna", "state": "CT",
          "code": "72148", "npi": "1093874521" }'

# MCP tool call → source-traced response
{
  "rate": 2410,
  "medicare": 612,
  "ratio": 3.9,
  "currency": "USD",
  "provenance": {
    "source_file": "cigna_ct.json",
    "mrf_version": "2026-06",
    "content_hash": "fcb35f90a1…",
    "quality_status": "verified",
    "replayable": true
  }
}
verified · traced to cigna_ct.json@2026-06 · replayable
What you get

Three surfaces, one source of truth.

Bounded tools an agent can call, the raw data underneath, and the provenance that makes every value defensible.

The MCP

Bounded, source-traced tools your agent can call directly — no schema spelunking.

get_negotiated_ratecompare_ratesprove_hospital_price

The raw data

The substrate underneath the tools: payer MRFs, hospital chargemasters, Medicare, provider identity.

42 payers5,213 hospitalsresolved NPI ↔ TIN ↔ CCN

The provenance

Every value is hash-traced to its origin file and replayable — reproduce the number byte-for-byte.

source_filecontent_hashreplayable: true
Bring your own reasoning

Your agent does the thinking. We serve the proof.

The MCP returns bounded, already-resolved answers — so the reasoning happens inside your agent, on your tokens. You pull a source-traced value, not a prompt you have to pay us to think through. That keeps the token cost of going through us near-zero, and gives you the best unit economics of any pricing feed.

We do the hard part — sourcing, resolving, and proving the number. Your agent does the part only you can: deciding what it means for your book.

Read the docs
Where the tokens go
Your agent — reasons over the answeryour tokens
Vlada MCP — resolves + proves the value≈ 0 tokens to you
Vlada substrate — sources the raw filesno per-call inference

net: best unit economics — you pay for retrieval + proof, not for us to reason.

Quickstart

From key to proof in three calls.

No SDK ceremony. A key, a tool call, and a hash you can replay.

01

Get a key

Create a project and mint a scoped API key. One key works across the MCP and the REST endpoints.

vk_live_…
02

Call a tool

Point your agent at mcp.vladahealth.com. Call get_negotiated_rate, compare_rates, or prove_hospital_price.

get_negotiated_rate(…)
03

Trace the answer

Every value carries its provenance. Replay the content hash to reproduce the number byte-for-byte.

replayable: true
Start building

Give your agent prices it can prove.

Mint a key, point your agent at the MCP, and get back values you can trace to the file they came from.

Get an API keyRead the docs
no credit card needed · sandbox keys are free