Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 91.938 | christianhinge-dicommcp · other | Enables interaction with medical imaging systems through DICOM networking protocols for querying patient information, studies, series, and instances… | 99 stars · 29 forks | No one-command install · Source | |
| 2 | 88.830 | langcare-mcp-fhirmcp · other | FHIR-based access to EMR systems like Epic and Cerner. | 66 stars · 15 forks | No one-command install · Source | |
| 3 | 81.591 | zhaoyouj-slicermcp · other | Bridges medical professionals with 3D Slicer's medical imaging platform, enabling MRML node listing and direct Python code execution for advanced… | 38 stars · 5 forks | No one-command install · Source | |
| 4 | 77.932 | nickzren-opentargetsmcp · other | Access biomedical research data for targets, diseases, drugs, variants, and evidence | 19 stars · 8 forks | No one-command install · Source | |
| 5 | 71.333 | omar-a-hassan-medscimcp · other | Biomedical research platform with drug discovery, protein analysis, omics pipelines, medical imaging, and literature synthesis powered by MedGemma and… | 18 stars · 2 forks | No one-command install · Source | |
| 6 | 69.000 | gh-sidneybissoli-medical-terminologiesmcp · other | Unified access to global medical terminologies: ICD-11, SNOMED CT, LOINC, RxNorm, MeSH, ATC, CID-10. | 12 stars · 3 forks | No one-command install · Source | |
| 7 | 68.021 | winninghealth-medical-calculatormcp · other | Provides access to over 50 clinical calculation tools including cardiovascular risk assessment, kidney function evaluation, critical care scoring, and… | 11 stars · 3 forks | No one-command install · Source | |
| 8 | 57.245 | qmed-askcpgmcp · other | Enables clinicians and developers to query Malaysian Clinical Practice Guidelines using natural language, returning structured responses based on… | 7 stars · 1 fork | No one-command install · Source | |
| 9 | 52.498 | thalesmms-dicom-viewermcp · other | Converts DICOM medical imaging files into PNG format and serves them through an interactive web-based viewer with navigation controls, zoom/pan… | 5 stars · 1 fork | No one-command install · Source | |
| 10 | 52.135 | openevidence-toolsmcp · other | Enables clinical question answering via OpenEvidence with citation verification, including tools to ask questions, retrieve results, and follow up… | 4 stars · 2 forks | No one-command install · Source | |
| 11 | 47.273 | fluxinc-dicom-connectivitymcp · other | Integrates with DICOM systems to provide connectivity testing and diagnostics for medical imaging workflows, enabling node listing, C-ECHO operations… | 3 stars · 2 forks | No one-command install · Source | |
| 12 | 43.498 | yawlabs-electron-mcpmcp · other | Provides 18 tools for Electron development, including secure IPC scaffolding, security audits, migration assistance, and build error diagnosis… | 2 stars · 2 forks | No one-command install · Source | |
| 13 | 43.275 | nyxtools-dicom-hl7mcp · other | Healthcare interoperability toolkit bridging DICOM, HL7v2, and FHIR with vendor-specific tag decoding and Mirth channel generation. | 4 stars | No one-command install · Source | |
| 13 | 43.275 | finalscave-ndktracemcp · other | Analyzes Android NDK crashes by resolving native symbols with ELF BuildId verification for AI-assisted crash diagnosis. | 4 stars | No one-command install · Source | |
| 13 | 43.275 | yesc97-biopharma-catalystmcp · other | Forensic biopharma research tool that audits biotech companies by cross-referencing ClinicalTrials, SEC EDGAR, and FDA data. | 4 stars | No one-command install · Source | |
| 16 | 39.183 | sickslip-verifymcp · other | Verify the authenticity of a SickSlip doctor's note from your AI assistant. SickSlip is a U.S. asynchronous telehealth service operated by SickSlip… | 2,264 installs | No commit datelisted | No one-command install · Source |
| 17 | 38.412 | edithatogo-mchsmcp · other | Australian healthcare funding calculator for NWAU microcosting and hospital service reimbursement. | 3 stars | No one-command install · Source | |
| 17 | 38.412 | anatomy-enginemcp · other | Provides a 3D full-body anatomy and biomechanics engine with 22 MCP tools for querying anatomical structures, connections, and clinical information… | 3 stars | No one-command install · Source | |
| 17 | 38.412 | kusy2009-cdisc-coremcp · other | Validates clinical datasets against CDISC conformance rules with browsing of 981+ validation rules, standard filtering, and controlled terminology… | 3 stars | No one-command install · Source | |
| 20 | 38.066 | gregario-brewers-almanackmcp · other | Brewing knowledge reference covering beer styles, ingredients, off-flavour diagnosis, water chemistry, and recipe guidance. | 2 stars · 1 fork | No one-command install · Source | |
| 21 | 32.223 | alexandriashai-negotiated-ratesmcp · other | Streams healthcare Transparency in Coverage MRF files to retrieve insurer negotiated rates for medical procedures. | 2 stars | No one-command install · Source | |
| 21 | 32.223 | cityparitymcp · other | Cost-of-living and quality-of-life comparison across ~165 cities: take-home pay, the equivalent salary you'd need, and the safety-net deltas… | 2 stars | No one-command install · Source | |
| 21 | 32.223 | vjcitn-bioc-tcgamcp · other | Conversational access to TCGA cancer genomics data through Bioconductor packages for research workflows | 2 stars | No one-command install · Source | |
| 24 | 23.374 | sophie-wellmcp · other | Always free healthcare utilities. | 1 fork | No one-command install · Source | |
| 25 | 22.557 | radiochron-mcpmcp · other | Provides AI assistants with local Wi-Fi diagnostics including connection history analysis, live signal sampling, and connectivity diagnosis. It… | 1 star | No one-command install · Source | |
| 25 | 22.557 | clinic-frontdesk-mcpmcp · other | Enables MCP-compatible clients to act as an AI receptionist for a small medical clinic, handling appointment booking and rescheduling, patient… | 1 star | No one-command install · Source | |
| 25 | 22.557 | soroban-diagnosemcp · other | Deterministic failure diagnosis for Soroban transactions and simulations, providing a normalized diagnosis with ranked causes, evidence, and fixes via… | 1 star | No one-command install · Source | |
| 25 | 22.557 | cia-diagnosemcp · otheralso listed as univercity | Expert business diagnosis engine that analyzes companies across 11 dimensions and returns a Revenue Leak Score with prioritized, triple-option… | 1 star | No one-command install · Source | |
| 25 | 22.557 | writesdavid-open-primitivemcp · other | Access 13 US federal data domains including flights, vehicles, food safety, drugs, hospitals, nutrition, jobs, demographics, and SEC filings with… | 1 star | No one-command install · Source | |
| 25 | 22.557 | thelongevityvault-decoder-3am-mcpmcp · other | Sleep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom… | 1 star | No one-command install · Source | |
| 25 | 22.557 | synthetic-health-datamcp · other | Privacy-preserving synthetic health data generation. FHIR R4/R5 compliant. | 1 star | No one-command install · Source | |
| 33 | 14.421 | chairflowmcp · other | Hazel is a 24/7 AI receptionist by ChairFlow. Book appointments, check availability, manage reservations, capture leads, and get business info for… | 755 installs | No commit datelisted | No one-command install · Source |
| 34 | Unranked | zetesismcp · other | Enables scientific due diligence by grading claims against public literature, clinical trials, and filings, with explicit citations and optional… | No signals yet | No one-command install · Source | |
| 35 | Unranked | bag-epl-mcpmcp · other | Enables natural language queries about Swiss mandatory health insurance coverage for medications and medical devices using official BAG lists. | No signals yet | No one-command install · Source | |
| 36 | Unranked | cfm-estabelecimentomcp · other | Enables querying health establishment data from the Brazilian Federal Council of Medicine (CFM), providing read-only access to official information. | No signals yet | No one-command install · Source | |
| 37 | Unranked | csoai-org-care-membrane-mcpmcp · other | Healthcare data filtering and privacy protection tools for medical AI workflows. | No signals yet | No one-command install · Source | |
| 38 | Unranked | mcp-npi-registrymcp · other | Enables querying healthcare provider information from the CMS NPI Registry using a 10-digit National Provider Identifier (NPI). | No signals yet | No one-command install · Source | |
| 39 | Unranked | mcp-monarch-initiativemcp · other | Enables querying of the Monarch Initiative biomedical knowledge graph for genes, diseases, phenotypes, and their associations through natural language… | No signals yet | No one-command install · Source | |
| 40 | Unranked | pipeworx-monarch-initiativemcp · other | Query the Monarch biomedical knowledge graph for diseases, phenotypes, genes, and variants. | No signals yet | No one-command install · Source | |
| 41 | Unranked | pipeworx-io-medlineplusmcp · other | Retrieve health topic summaries, medication information, and lab test descriptions from MedlinePlus, the National Library of Medicine's patient health… | No signals yet | No one-command install · Source | |
| 42 | Unranked | pipeworx-hpomcp · other | Look up clinical phenotype terms and gene-disease annotations via the Human Phenotype Ontology. | No signals yet | No one-command install · Source | |
| 43 | Unranked | occulyticsmcp · other | Enables AI assistants to answer healthcare REIT portfolio questions with deterministic, provable answers grounded in Omega Healthcare 10-K filings and… | No signals yet | No one-command install · Source | |
| 44 | Unranked | doctorverifymcp · other | Enables verification of Indian doctors by querying the National Medical Commission's Indian Medical Register for registration, profiles, and blacklist… | No signals yet | No one-command install · Source | |
| 45 | Unranked | taiwan-pt-mcpmcp · other | Enables AI assistants to query Taiwan physical therapy evidence, clinical guidelines, and regulations, avoiding fabrication of rehabilitation advice. | No signals yet | No one-command install · Source | |
| 46 | Unranked | healthbridge-mcpmcp · other | Enables cross-hospital patient safety intelligence by detecting drug interactions, allergy conflicts, duplicate procedures, and medicine stock routing… | No signals yet | No one-command install · Source | |
| 47 | Unranked | costkits-mcpmcp · other | Provides live US healthcare cost data including procedure cost estimates, provider pricing, insurance coverage rules, and medical bill analysis using… | No signals yet | No one-command install · Source | |
| 48 | Unranked | pregnancy-official-source-navigatormcp · other | Enables users to access curated official Korean pregnancy and childbirth sources and find hospitals using HIRA directory facts. | No signals yet | No one-command install · Source | |
| 49 | Unranked | lab-units-mcpmcp · other | Converts clinical blood-test results between conventional and SI units and resolves lab-marker names to canonical analytes. | No signals yet | No one-command install · Source | |
| 50 | Unranked | saymcp · other | Converts family notices (hospital, government, insurance, delivery) into action cards with confirmed facts and pending verifications, enabling… | No signals yet | No one-command install · Source | |
| 51 | Unranked | medmemorymcp · other | This MCP is capable of analyzing medical documents and prescriptions and giving patient all the medical info it needs and answering their questions | No signals yet | No one-command install · Source | |
| 52 | Unranked | mdr-medical-device-mcpmcp · other | Enables classification of medical devices, IVDs, and AI/ML SaMD under EU MDR and IVDR regulations. | No signals yet | No one-command install · Source | |
| 53 | Unranked | csoai-org-healthcare-fhir-mcpmcp · other | FHIR-based healthcare data integration and interoperability tools. | No signals yet | No one-command install · Source | |
| 54 | Unranked | hospital-ai-secure-assistantmcp · other | Role-based AI assistant for hospital workflows, patient FAQ, staff tools, and secure document approvals with MCP-style tool access. | No signals yet | No one-command install · Source | |
| 55 | Unranked | rarasmcp · other | Brazil's rare-disease knowledge graph — 10,468 diseases, phenotypes, genes, and clinical trials via MCP. | No signals yet | No one-command install · Source | |
| 56 | Unranked | pubspro-pharmamcp · other | Pharmaceutical data access for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guidelines. | No signals yet | No one-command install · Source | |
| 57 | Unranked | rlinlen-fhir-validatormcp · other | Validates FHIR healthcare data resources against HL7 FHIR profiles and specifications. | No signals yet | No one-command install · Source | |
| 58 | Unranked | admitbasemcp · other | Admissions data and match scores for 500+ professional schools: law, medical, dental, MBA, pharmacy, vet, and optometry. | No signals yet | No commit datelisted | No one-command install · Source |
| 59 | Unranked | anndataskill · other | This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental… | No signals yet | No commit datelisted | armory install anndata --cli claude |
| 60 | Unranked | dnanexus-integrationskill · other | DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics… | No signals yet | No commit datelisted | armory install dnanexus-integration --cli claude |
| 61 | Unranked | etetoolkitskill · other | Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization… | No signals yet | No commit datelisted | armory install etetoolkit --cli claude |
| 62 | Unranked | gtarsskill · other | High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage… | No signals yet | No commit datelisted | armory install gtars --cli claude |
| 63 | Unranked | healthcare-cdss-patternsskill · other | Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert… | No signals yet | No commit datelisted | armory install healthcare-cdss-patterns --cli claude |
| 64 | Unranked | healthcare-mcp-publicmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 65 | Unranked | hipaa-complianceskill · other | HIPAA-specific entrypoint for healthcare privacy and security work. Use when a task is explicitly framed around HIPAA, PHI handling, covered entities… | No signals yet | No commit datelisted | armory install hipaa-compliance --cli claude |
| 66 | Unranked | medical-calculator-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 67 | Unranked | olyport-cochranemcp · other | Systematic medical reviews and evidence-based healthcare research from Cochrane. | No signals yet | No commit datelisted | No one-command install · Source |
| 68 | Unranked | olyport-va-healthcaremcp · other | VA facility locations, services, wait times, and satisfaction scores. | No signals yet | No commit datelisted | No one-command install · Source |
| 69 | Unranked | phasefoliomcp · other | Drug economics platform for biotech rNPV, probability-of-success benchmarking, and pharmaceutical pipeline modeling. | No signals yet | No commit datelisted | No one-command install · Source |
| 70 | Unranked | pydicomskill · other | Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying… | No signals yet | No commit datelisted | armory install pydicom --cli claude |
| 71 | Unranked | risk-management-specialistskill · other | Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk… | No signals yet | No commit datelisted | armory install risk-management-specialist --cli claude |
| 72 | Unranked | torchdrugskill · other | Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation… | No signals yet | No commit datelisted | armory install torchdrug --cli claude |
| 73 | Unranked | treatment-plansskill · other | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment… | No signals yet | No commit datelisted | armory install treatment-plans --cli claude |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.