The pages on this site each answer one question. A conversation answers the next one, and the one after that — and nobody can guess in advance what your denial letter says. So the data is published rather than only the pages built on it.
These are 8 servers exposing 35 tools over the Model Context Protocol: court decisions and live dockets, federal regulations, medical literature, the national provider registry, insurer complaint records, parity enforcement, industry payments to physicians, and negotiated rates. Connect one and your assistant can search it while you talk to it.
What this costs you: nothing, and no account. What it costs us is a small server, so the endpoints are rate-limited — enough for a person, not enough for a scraper. There is no uptime promise. The code is open if you would rather run your own copy, and for anything you depend on, you should.
Two warnings worth more than the instructions. An assistant with these tools will still be confidently wrong sometimes: it can misread a regulation, cite a case that went the other way, or state a deadline that does not apply to your plan type. Check anything you are going to act on against the source, which is what every one of these tools returns a link to. And your questions travel to this site’s server to be answered — that path keeps no record of what was asked, but your AI provider keeps its own conversation history under its own policy, not ours.
Connecting one
Known to work
- Open Settings, then Connectors.
- Choose Add custom connector.
- Paste the server URL from the list below, ending in /mcp.
- Give it a name you will recognize, and save.
- Start a new chat. The tools appear automatically when they are relevant.
This is how the tools on this site are built, so it is the path we know works.
The servers — 8 of them, 35 tools
Case law and dockets
Nine million published court opinions, plus federal cases still in progress.
Reach for it when: Finding decisions on plan exclusions, and who is litigating the same argument now.
https://caselaw.wyldfyre.ai/mcpSource: CourtListener / RECAP
search_case_law · get_opinion · search_dockets · insurance_precedent
Regulations and coverage policy
The Code of Federal Regulations, the Federal Register, and Medicare coverage determinations.
Reach for it when: Reading the rule your plan is relying on, in its own words.
https://coverage.wyldfyre.ai/mcpSource: eCFR, Federal Register, CMS Coverage Database
search_cfr · get_cfr_section · search_federal_register · get_federal_register_document · lookup_ncd · coverage_policy_search
Medical evidence
37 million biomedical citations, clinical trials, and FDA drug labels.
Reach for it when: Answering an experimental or not-medically-necessary denial with published research.
https://evidence.wyldfyre.ai/mcpSource: PubMed/MEDLINE, ClinicalTrials.gov, openFDA
pubmed_search · clinical_trial_search · clinical_trial_detail · drug_label · drug_adverse_events · drug_approvals · medical_evidence_search
Provider directory
Every registered healthcare provider in the United States, with distances.
Reach for it when: Showing how few providers of a specialty exist near you, for a gap exception.
https://providers.wyldfyre.ai/mcpSource: NPPES NPI Registry
provider_search · provider_nearby · network_adequacy · provider_detail · taxonomy_search · providers_by_procedure · provider_procedure_history
Insurer complaints
Complaints filed against insurers with state insurance departments, and whether they were upheld.
Reach for it when: Deciding whether a complaint to your own regulator is worth filing.
https://complaints.wyldfyre.ai/mcpSource: Texas TDI, Connecticut DOI
search_complaints · complaint_analysis · compare_insurers
Mental-health parity
Enforcement actions and state parity law under MHPAEA.
Reach for it when: Parity arguments where a plan treats mental health differently from anything else.
https://parity.wyldfyre.ai/mcpSource: DOL reports, state enforcement, ParityTrack
search_parity_enforcement · index_enforcement_data · parity_database_status
Industry payments to physicians
Payments from drug and device companies to named physicians.
Reach for it when: Checking a reviewing physician for conflicts. Most results are small meals.
https://payments.wyldfyre.ai/mcpSource: CMS Open Payments (Sunshine Act)
search_physician_payments · physician_conflict_check
Negotiated rates
What insurers have agreed to pay named providers for specific procedure codes.
Reach for it when: The number an out-of-network or gap-exception argument turns on.
https://rates.wyldfyre.ai/mcpSource: Transparency in Coverage machine-readable files
find_rate_file · lookup_negotiated_rate · list_available_insurers
Running your own
Every server is open source under github.com/alexandriashai. They are small Python services; each README covers running one locally. Some need a free API token from the upstream data provider, which is noted in the repository.
If you are building something for this community with them, you do not need permission and you do not need to credit anyone.
Last updated 2026-08-07 · Not legal or medical advice