Retrieves and organizes allergy and adverse reaction data from FHIR AllergyIntolerance resources. Cross-references against active medications for contraindications. Use when asked to review allergies, check for drug allergies, allergy summary, adverse reactions, or verify allergy documentation before prescribing.
Generates a comprehensive clinical summary (CCD-style) from FHIR resources including problems, medications, allergies, labs, vitals, procedures, and immunizations. Use when asked for chart review, clinical summary, patient overview, CCD, or comprehensive patient snapshot before a visit or consult.
Retrieves and formats a complete patient demographic summary from FHIR Patient, RelatedPerson, and Coverage resources. Use when asked to pull demographics, get patient info, show patient details, who is this patient, emergency contacts, or insurance info. Flags missing critical data elements that may affect care…
Retrieves and analyzes insurance coverage from FHIR Coverage and Organization resources including coordination of benefits, coverage gaps, and eligibility details. Use when asked about insurance info, coverage details, benefits check, coordination of benefits, coverage verification, or payer information.
Audits the patient problem list for accuracy by cross-referencing active Conditions against medications, labs, and encounter diagnoses. Identifies missing diagnoses, resolved conditions still marked active, and coding discrepancies. Use when asked to review problem list, audit diagnoses, clean up problem list, or…
Queries and reports on chronic disease registries including diabetes, HTN, CHF, COPD, CKD, and asthma populations with severity distribution, control rates, and patients needing intervention. Use when asked about disease registries, chronic disease population, diabetes registry, HTN registry, disease-specific panel…
Checks patient immunization status against CDC/ACIP recommended schedules by age group and risk factors. Identifies missing or overdue vaccinations and generates recommendations. Use when asked to check immunization status, vaccine history, immunizations due, vaccination compliance, or what vaccines does this patient…
Generates a patient panel overview with aggregate statistics including panel size, demographics, disease prevalence, risk stratification, and utilization patterns from FHIR resources. Use when asked for panel overview, patient panel stats, practice summary, panel demographics, or caseload analysis.
Generates a comprehensive preventive care compliance report for a patient or population based on USPSTF A/B grade recommendations, ACS screening guidelines, and ACIP immunization schedules. Identifies overdue screenings with age/sex/risk-appropriate criteria. Use when asked about preventive care compliance, wellness…
Calculates HEDIS-style quality measures from FHIR data including denominator/numerator/exclusion logic, measure rates, gap-to-goal analysis, and non-compliant patient identification. Use when asked to calculate quality measures, HEDIS rates, quality dashboard, star rating, measure compliance, or CMS quality scores.
Performs mental health screening using PHQ-9 (depression), GAD-7 (anxiety), AUDIT-C (alcohol use), and Columbia Suicide Severity Rating Scale from FHIR Observation data. Tracks symptom trends and treatment response. Use when asked for mental health screening, depression assessment, PHQ-9 score, GAD-7 score, anxiety…
Compiles oncology treatment timeline from FHIR data including cancer staging (TNM), treatment history (chemo, radiation, surgery), lab trends (tumor markers, CBC), and response assessment (RECIST criteria). Use when asked about oncology timeline, cancer treatment history, tumor staging, treatment response, or cancer…
Assesses pediatric growth by plotting weight, height/length, head circumference, and BMI against WHO (0-2 years) and CDC (2-20 years) growth chart percentiles. Flags growth faltering, obesity, and failure to thrive. Use when asked about pediatric growth, growth chart, growth percentiles, FTT, childhood obesity, or…
Performs structured prenatal visit assessment organized by trimester with ACOG guideline alignment. Tracks gestational age, weight gain, BP trends, fetal assessment, trimester-specific labs, and risk factors. Use when asked to review prenatal visit, prenatal assessment, OB visit, pregnancy checkup, trimester labs, or…
MCP server "langcare-mcp-fhir" as configured in langcare/langcare-mcp-fhir. Launched with {langcare-mcp-fhir-locaton}/bin/langcare-mcp-fhir -config {langcare-mcp-fhir-loc.
Screens for preventive care gaps per USPSTF A and B recommendations by checking existing Procedures, Observations, and Immunizations against age/sex-appropriate due dates. Use when user asks to "check care gaps", "preventive care due", "screenings overdue", "what is this patient due for", "wellness check", "annual…
Performs comprehensive discharge readiness assessment by checking pending labs, imaging, medication reconciliation, follow-up appointments, patient education, DME orders, and home health referrals against FHIR resources. Use when user asks to "check discharge readiness", "discharge checklist", "is patient ready for…
Analyzes recent encounters, condition updates, and lab results to generate prioritized FHIR Task resources for required follow-ups with urgency classification and responsible party assignment. Use when user asks to "generate follow-up tasks", "what needs follow-up", "create follow-up orders", "pending action items"…
Generates FHIR ServiceRequest resources for specialist referrals with auto-populated clinical context including reason for referral, relevant labs, imaging, medications, and specific clinical questions. Use when user asks to "refer patient to", "generate referral", "send to specialist", "consult request", "get a…
Generates a C-CDA compliant transition of care document by pulling active problems, medications, allergies, recent procedures, pending results, code status, and follow-up needs from FHIR resources. Use when user asks to "generate TOC", "create transfer summary", "discharge summary", "handoff document", "transition of…
Calculates cardiovascular risk scores including CHA2DS2-VASc, HEART Score, Framingham, ASCVD Pooled Cohort Equations, and HAS-BLED. Use when user asks to "assess cardiac risk", "stroke risk in AFib", "HEART score", "CHA2DS2-VASc", "ASCVD risk", "statin candidacy", "bleeding risk", "chest pain workup", or needs…
Assesses fall risk using Morse Fall Scale, Hendrich II, and Timed Up and Go from FHIR resources and generates a fall prevention CarePlan. Use when user asks to "assess fall risk", "Morse fall scale", "fall prevention", "Hendrich score", "TUG test", "fall history", or mentions patient falls, gait instability, or…