com.medigami/chatgpt
https://mcp.medigami.com/chatgpt/mcp ↗
Description
Medigami patient tools: rates, markups, denial codes, deadlines, overturn rates, procedure codes
What our measurements say
com.medigami/chatgpt is a remote MCP server published at mcp.medigami.com. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 764 ms, a delay an agent will notice. It offers a narrow, focused set of 6 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names explicitly reflect their intended use cases (e.g., 'get_hospital_rate' vs. 'check_bill_markup').
- Descriptions clearly define when tools should be used (e.g., 'educational, not billing advice').
Weaknesses
- Some parameters lack explicit value constraints (e.g., 'state' in 'get_appeal_deadline' does not clarify if it accepts abbreviations or full names).
- No explicit error handling or constraint documentation in tool descriptions (e.g., invalid CPT code handling).
get_appeal_deadline— Parameter 'state' lacks value format clarification (abbreviation vs. full name)get_insurer_overturn_rate— Truncated description cuts off explanation of data source limitationslookup_procedure_code— No mention of handling invalid or non-public CPT codes
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 172ms → warm 162ms (penalty 10ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
get_hospital_rateReturns the negotiated rate a named hospital publishes in its federally required machine-readable file for a CPT/HCPCS code, with the file's as-of date. Public hospital-transparency data; educational, not billing advice.
hospitalstringrequiredcptstringrequired
check_bill_markupCompares one billed line to the hospital's own published negotiated rate for that code and returns the multiple. You type the code and amount; no bill upload. Educational, not billing advice.
hospitalstringrequiredcptstringrequiredbilled_amountnumberrequired
explain_denial_codeExplains a CARC claim-adjustment reason code from the public X12 code list: what it means, whether it is typically appealable, and the general appeal path. Not legal advice.
carc_codestringrequired
get_appeal_deadlineReturns the appeal window that applies to a plan type (employer ERISA plan, marketplace/individual, Medicare Advantage, Medicaid) with the federal citation and how the clock is counted. Cites the rule; does not tell you whether to file.
statestringrequiredplan_typestringrequired
get_insurer_overturn_rateReturns, for one insurer in one state, the share of external-review appeals the state regulator reports as overturned, with the sample size, the regulator's report as the source, and the as-of date. Available for CA, NY, MD, NJ, MI, OH, NC. This is one insurer's own historical rate — not a ranking or comparison against other insurers, and not a prediction for your case.
insurerstringrequiredstatestringrequired
lookup_procedure_codePlain-English description of a CPT/HCPCS procedure code and its category, from public code references.
cpt_codestringrequired
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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