US healthcare public data, one endpoint: prices, Medicare, MA benefits, Stars, Medicaid, providers.
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Scored across 53 tools
Several clusters of near-duplicate tools exist: six star-related tools (get_stars, get_star_benchmark, get_star_decomposition, get_star_risk, get_stars_cutpoints, get_stars_rollup), multiple enrollment/geography tools (get_enrollment, get_market_share, get_county_view, get_contract_profile, get_landscape), three benefit-change tools (get_benefit_change, get_landscape_benefit_change, get_pbp_benefit/get_plan_value), and six price-proof tools (plan_*, prove_*, replay_*). The long descriptions provide some help, but the boundaries are genuinely blurry and an agent must read deeply to select correctly.
All names are snake_case, so there is no camelCase/snake_case mixing. However, verb conventions are mixed (get_, lookup_, prove_, plan_, replay_, find_, describe_, query_) and there are singular/plural inconsistencies like get_stars versus get_star_benchmark and get_stars_rollup. The pattern is readable but not predictable.
The server exposes 53 tools, far above the 3-15 well-scoped range and into the 50+ extreme-mismatch band. Many tools overlap heavily, so the count does not reflect distinct capabilities but rather a sprawling surface that is hard to navigate.
The tool surface covers an unusually broad healthcare data domain: Medicare Advantage plans, benefits, enrollment, stars, hospital and commercial prices, Medicaid, drug pricing, PBM compensation, and provider identity. Minor gaps exist (e.g., no direct commercial enrollment or benefit tools), but the raw SQL and catalog tools provide a workaround, so the surface is largely complete.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
get_contract_profile1 field changedInput schema / properties / snapshot_readerRemoved value: -{}get_service_line_prices1 field changedInput schema / properties / query_fnRemoved value: -{}get_benefit_change7 fields changedInput schema / properties / contract_idAdded value: +{
+ "type": "string"
+}Input schema / properties / include_overallAdded value: +{
+ "default": false,
+ "type": "boolean"
+}Input schema / properties / matrixAdded value: +{
+ "default": true,
+ "type": "boolean"
+}Input schema / properties / modeAdded value: +{
+ "type": "string"
+}Input schema / properties / parent_bAdded value: +{
+ "type": "string"
+}Input schema / properties / weightAdded value: +{
+ "default": "combined",
+ "type": "string"
+}Input schema / properties / yearsAdded value: +{
+ "type": "string"
+}get_service_line_pricesget_contract_profileplan_hospital_price1 field changedOutput schema / properties / status / enumPrevious value: -[
- "planned",
- "ok",
- "no_match",
- "rejected_guardrail",
- "too_large_for_sync"
-]New value: +[
+ "planned",
+ "ok",
+ "no_match",
+ "rejected_guardrail",
+ "too_large_for_sync",
+ "summary_from_cell_table"
+]prove_hospital_price1 field changedOutput schema / properties / status / enumPrevious value: -[
- "planned",
- "ok",
- "no_match",
- "rejected_guardrail",
- "too_large_for_sync"
-]New value: +[
+ "planned",
+ "ok",
+ "no_match",
+ "rejected_guardrail",
+ "too_large_for_sync",
+ "summary_from_cell_table"
+]lookup_rates_for_npi2 fields changedOutput schema / properties / no_matchAdded value: +{
+ "anyOf": [
+ {
+ "additionalProperties": true,
+ "type": "object"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "No Match"
+}Output schema / properties / not_found_reasonAdded value: +{
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Not Found Reason"
+}lookup_rates_for_tin2 fields changedOutput schema / properties / no_matchAdded value: +{
+ "anyOf": [
+ {
+ "additionalProperties": true,
+ "type": "object"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "No Match"
+}Output schema / properties / not_found_reasonAdded value: +{
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Not Found Reason"
+}get_star_riskget_medicaid_mco_enrollment1 field changedInput schema / properties / offsetAdded value: +{
+ "type": "integer"
+}lookup_rates_for_npi2 fields changedOutput schema / properties / rate_count / anyOfAdded value: +[
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+]Output schema / properties / rate_count / typeRemoved value: -"integer"lookup_rates_for_tin2 fields changedOutput schema / properties / rate_count / anyOfAdded value: +[
+ {
+ "type": "integer"
+ },
+ {
+ "type": "null"
+ }
+]Output schema / properties / rate_count / typeRemoved value: -"integer"formulary_churn2 fields changedInput schema / properties / grainAdded value: +{
+ "default": "rxcui",
+ "type": "string"
+}Input schema / properties / rxcui_filterAdded value: +{
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+}get_star_benchmarkPay-per-call US healthcare data: hospital financials, prices, quality, exclusions, wages.
CMS quality ratings, payer-negotiated prices, and clinician data for 41K+ US healthcare facilities.
US health care providers by NPI, name or phone, with payments, Medicare, OIG and facility data.
Free hosted MCP server: US healthcare procedure cost estimates and provider pricing. No API key.
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