Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 101 | 47.273 | augmented-nature-gtex-portalmcp · back-end | Integrates with GTEx Portal API to provide gene expression analysis, genetic variant associations, and tissue-specific genomics data retrieval across… | 3 stars · 2 forks | No one-command install · Source | |
| 101 | 47.273 | prompt-auto-optimizermcp · ai-agents | Optimizes prompts through genetic algorithms that automatically evolve and improve prompt performance across multiple generations using… | 3 stars · 2 forks | No one-command install · Source | |
| 101 | 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 | |
| 104 | 46.654 | peter-fusek-oncofilesmcp · comms | Medical document management for cancer patients integrating Google Drive, Gmail, and Calendar. | 5 stars | No one-command install · Source | |
| 104 | 46.654 | royforlinux-openocd-mcumcp · back-end | MCP server for embedded MCU debugging via OpenOCD with CMSIS-SVD register decoding and HardFault diagnosis. | 5 stars | No one-command install · Source | |
| 104 | 46.654 | salwks-mcp-techtrendmcp · observability | Multi-source academic + code + medical-regulatory trend monitoring (arXiv, PubMed, GitHub, Hugging Face, openFDA 510(k)/Recalls). Newspaper-style… | 5 stars | No one-command install · Source | |
| 107 | 44.256 | pkotecha-eng-ariamcp · back-end | Search 35M+ PubMed papers and 400K+ clinical trials — no API key required. | 3 stars · 1 fork | No one-command install · Source | |
| 107 | 44.256 | chriskildunne-nexhealthmcp · back-end | MCP server exposing the NexHealth healthcare API for patient management and appointment booking. | 3 stars · 1 fork | No one-command install · Source | |
| 107 | 44.256 | agents100x-clinicaltrials-govmcp · searchalso listed as clinicaltrials-mcp | Conversational access to ClinicalTrials.gov with 5 tools for searching, comparing, and retrieving clinical trial data. | 3 stars · 1 fork | No one-command install · Source | |
| 107 | 44.256 | kushagra-dutta-fhir-healthcare-datamcp · back-end | Provides unified access to multiple FHIR healthcare data servers with intelligent server switching, clinical keyword extraction, and patient… | 3 stars · 1 fork | No one-command install · Source | |
| 112 | 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 | |
| 113 | 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 | |
| 113 | 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 | |
| 113 | 43.275 | medical-calculator-mcp-servermcp · back-end | Provides validated clinical scoring tools for AI agents via MCP, with evidence-based calculators and smart tool discovery. | 4 stars | No one-command install · Source | |
| 113 | 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 | |
| 113 | 43.275 | swarm-corporation-medical-agents-aopmcp · ai-agents | Orchestrates specialized medical AI agents for blood data analysis, CBC interpretation, and clinical decision support | 4 stars | No one-command install · Source | |
| 113 | 43.275 | awesome-medical-mcp-servermcp · back-end | A collection of MCP servers providing medical calculation tools (eGFR, pregnancy due dates, pediatric asthma score, strep McIsaac) for AI assistants… | 4 stars | No one-command install · Source | |
| 113 | 43.275 | nobra-calculator-mcp-servermcp · back-end | Provides over 300 medical calculator tools for AI assistants, supporting evidence-based medicine through modular API endpoints. | 4 stars | No one-command install · Source | |
| 120 | 42.840 | phi-redact-mcpmcp · ai-agents | An MCP server that redacts PII/PHI from text before it ever reaches an LLM — self-hosted, fail-closed, and HIPAA-aware. | 3 forks | No one-command install · Source | |
| 120 | 42.840 | cardiovascular-disease-mcpmcp · ai-agents | MCP server for calculating a patient's 10-year ASCVD risk using the Pooled Cohort Equations. Enables LLMs to compute cardiovascular risk scores based… | 3 forks | No one-command install · Source | |
| 122 | 41.082 | civic-mcp-servermcp · back-end | Enables querying the CIViC database for clinical interpretations of cancer variants through tools like get_variant_evidence and… | 1 star · 2 forks | No one-command install · Source | |
| 122 | 41.082 | zaeyasa-gwas-bioinformaticsmcp · database | Access bioinformatics data from GWAS Catalog, UniProt, ClinVar, Ensembl, AlphaFold, and other major biological databases for genomics research. | 1 star · 2 forks | No one-command install · Source | |
| 124 | 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 |
| 125 | 38.412 | edithatogo-mchsmcp · other | Australian healthcare funding calculator for NWAU microcosting and hospital service reimbursement. | 3 stars | No one-command install · Source | |
| 125 | 38.412 | practice-fusion-mcpmcp · search | Enables read-only FHIR access to Practice Fusion EHR to search patients, appointments, conditions, medications, and lab results. | 3 stars | No one-command install · Source | |
| 125 | 38.412 | gh-musharna-plant-genomicsmcp · databasealso listed as plant-genomics-mcp | Access 32 plant genomics tools across 11 biological databases via MCP. | 3 stars | No one-command install · Source | |
| 125 | 38.412 | bsv-specmatemcp · ai-agents | MCP server that equips AI agents with BSV-specific development tools including static analysis, pitfall prediction, and BSC error diagnosis to produce… | 3 stars | No one-command install · Source | |
| 125 | 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 | |
| 125 | 38.412 | io-github-jinning6-cyberhuatuomcp · ai-agents | A medical MCP server for agents that diagnoses tracebacks, provides exact fixes, and converts verified solutions into reusable prescriptions, plus a… | 3 stars | No one-command install · Source | |
| 125 | 38.412 | pantelisgeorgiadis-dicomwebmcp · search | Exposes DICOMweb DICOM medical imaging archives to AI agents via QIDO-RS metadata queries and WADO-RS image retrieval. | 3 stars | No one-command install · Source | |
| 125 | 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 | |
| 125 | 38.412 | snomed-ct-mcp-servermcp · back-end | Enables querying and browsing SNOMED CT medical terminology concepts, including search, details, and hierarchy navigation via MCP tools. | 3 stars | No one-command install · Source | |
| 125 | 38.412 | thrownlemon-medical-apismcp · search | Integrates with FDA drug databases, WHO health indicators, RxNorm classifications, PubMed research, Google Scholar, and Australia's PBS to provide… | 3 stars | No one-command install · Source | |
| 136 | 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 | |
| 136 | 38.066 | medical-codes-mcp-servermcp · search | Decodes, searches, validates, and crosswalks US medical codes (ICD-10-CM, ICD-10-PCS, HCPCS Level II) using an offline bundled index via MCP. | 2 stars · 1 fork | No one-command install · Source | |
| 136 | 38.066 | silverjava-dscore-openapimcp · search | Integrates with DS Core Open API healthcare system to provide search and retrieval of patient records, DICOM studies, digital impressions, and… | 2 stars · 1 fork | No one-command install · Source | |
| 139 | 35.443 | asset-aware-mcpmcp · ai-agents | Enables AI agents to precisely retrieve and analyze PDF assets (tables, figures, sections) via MCP, with knowledge graph integration for medical… | 2 forks | No one-command install · Source | |
| 139 | 35.443 | entrez-mcp-servermcp · back-end | Provides access to NCBI's E-utilities, PubChem, and PMC APIs for searching and retrieving biomedical literature, chemical, and genomic data. | 2 forks | No one-command install · Source | |
| 141 | 32.223 | appendixmcp · search | Appendix turns any AI health conversation into a board-certified physician's opinion — with a real prescription when clinically appropriate. Search… | 2 stars | No one-command install · Source | |
| 141 | 32.223 | biolitmcp · searchalso listed as rachadele-biolit | Enables LLM-assisted biomedical literature screening and structured extraction from PubMed alerts, PMIDs, DOIs, and GEO accessions, with full-text… | 2 stars | No one-command install · Source | |
| 141 | 32.223 | meva-health-ai-mcp-servermcp · back-end | Enables AI agents to verify medical-record claims against synthetic FHIR evidence using a deterministic, non-AI verifier. Provides MCP tools for… | 2 stars | No one-command install · Source | |
| 141 | 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 | |
| 141 | 32.223 | mcp-server-biosciencemcp · back-end | Biological and medical data search MCP server. | 2 stars | No one-command install · Source | |
| 141 | 32.223 | mymedi-ai-mymedi-ai-mcp-servermcp · payments | Healthcare billing AI for agents: ICD-10/CPT/HCPCS code lookup (81,769 codes with RVU + OPPS pricing), prior auth prediction, medical NER, claims… | 2 stars | armory install mymedi-ai-mymedi-ai-mcp-server --cli claude | |
| 141 | 32.223 | hormonaly-mcp-servermcp · back-end | Enables AI agents to access 24 clinical tools for evidence synthesis, protocol lookup, and decision support in peptide, hormone, and longevity… | 2 stars | No one-command install · Source | |
| 141 | 32.223 | klinik-mcpmcp · ai-agentsalso listed as klinikmcp | A drug and clinical information MCP server for Turkish healthcare professionals, integrating TİTCK, SGK, openFDA, and PubMed data with ChatGPT and… | 2 stars | No one-command install · Source | |
| 141 | 32.223 | wsobo-genesis-biomcp · database | Structured access to 23 biomedical databases for drug discovery and protein research. | 2 stars | No one-command install · Source | |
| 141 | 32.223 | pubmed-evidencemcp · search | Enables PubMed literature search, metadata retrieval, BibTeX export, and evidence table generation for biomedical research agents. | 2 stars | No one-command install · Source | |
| 141 | 32.223 | cms-healthcare-data-mcp-servermcp · back-end | Exposes four CMS public datasets as callable tools in Claude conversations, enabling natural-language real-world evidence analytics without SQL… | 2 stars | No one-command install · Source | |
| 141 | 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 | |
| 141 | 32.223 | korea-health-mcp-servermcp · back-end | Enables natural language querying of Korean public medical data (data.go.kr) through MCP clients like Claude, providing tools for searching hospitals… | 2 stars | No one-command install · Source | |
| 141 | 32.223 | vison-mcpmcp · back-end | MCP server for vision AI — screenshots to code, OCR, error diagnosis, and image analysis via OpenAI-compatible APIs. | 2 stars | No one-command install · Source | |
| 141 | 32.223 | clinical-trial-designmcp · ai-agentsalso listed as wei-ai-lab-clinical-trial-design | A Claude Code plugin and MCP server for end-to-end clinical trial design. | 2 stars | No one-command install · Source | |
| 141 | 32.223 | hospital-vuln-scanner-mcpmcp · back-end | A real security scanning MCP server for medical information systems, supporting port scanning, vulnerability detection, medical system identification… | 2 stars | No one-command install · Source | |
| 141 | 32.223 | gh-giacomomaria81-france-lifemcp · back-end | Comprehensive server with 18 tools for daily life in France, covering weather, healthcare, transport, housing, and government services. | 2 stars | No one-command install · Source | |
| 141 | 32.223 | diegocasallas-health-geminimcp · back-end | Provides healthcare query tools using Google Gemini AI, including drug search, disease information lookup, and medical consultation via a .NET 8… | 2 stars | No one-command install · Source | |
| 141 | 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 | |
| 141 | 32.223 | health-canada-drug-product-database-mcp-servermcp · back-end | Enables querying the Health Canada Drug Product Database for information on approximately 47,000 approved drugs, including human pharmaceuticals… | 2 stars | No one-command install · Source | |
| 164 | 29.013 | npi-providers-mcp-servermcp · back-end | Look up US healthcare providers in the NPPES NPI registry and resolve NUCC specialty codes via MCP. | 1 star · 1 fork | No one-command install · Source | |
| 164 | 29.013 | jamesrosing-tebramcp · back-endalso listed as tebra-mcp-server | Connects AI agents to Tebra practice management with SOAP and FHIR APIs. | 1 star · 1 fork | No one-command install · Source | |
| 164 | 29.013 | cochrane-mcpmcp · search | Turns the Cochrane Library into a tool for AI agents to search and retrieve clinical evidence, including systematic reviews, trials, and… | 1 star · 1 fork | No one-command install · Source | |
| 164 | 29.013 | metalxiaoxiao-medical-sqlmcp · database | Integrates with MySQL hospital databases to enable natural language querying in Chinese, converting questions into SQL queries through intelligent… | 1 star · 1 fork | No one-command install · Source | |
| 164 | 29.013 | czechmedmcpmcp · back-end | An MCP server with 60 tools connecting AI assistants to Czech healthcare databases (SUKL, MKN-10, NRPZS) and global biomedical sources (PubMed… | 1 star · 1 fork | No one-command install · Source | |
| 164 | 29.013 | doctor-claudemcp · ai-agents | Provides Claude Code with access to peer-reviewed medical information from MedlinePlus and StatPearls, and acts as an unlicensed diagnostic medical… | 1 star · 1 fork | No one-command install · Source | |
| 171 | 23.374 | mcp-medprice-aimcp · back-end | A hosted MCP server exposing US hospital chargemaster cost data to AI assistants. | 1 fork | No one-command install · Source | |
| 171 | 23.374 | sophie-wellmcp · other | Always free healthcare utilities. | 1 fork | No one-command install · Source | |
| 171 | 23.374 | mcp-elifemcp · search | Enables AI agents to retrieve and search open-access life-sciences and biomedical journal articles from eLife via MCP. | 1 fork | No one-command install · Source | |
| 171 | 23.374 | phi-guard-mcpmcp · ai-agents | MCP server and CLI for detecting, redacting, and auditing PHI in medical text before it is sent to AI agents, with tools for scan, redact, audit, and… | 1 fork | No one-command install · Source | |
| 171 | 23.374 | tcm-mcp-servermcp · back-end | Enables AI assistants to access professional Traditional Chinese Medicine knowledge, including herb and formula search, acupoint lookup, six-channel… | 1 fork | No one-command install · Source | |
| 171 | 23.374 | pubmed-custom-connector-mcp-servermcp · back-end | Enables users to search and fetch PubMed biomedical literature articles through natural language queries in Microsoft 365 Copilot. | 1 fork | No one-command install · Source | |
| 177 | 22.557 | mcp-pubmedmcp · back-endalso listed as pipeworx-io-pubmed | Enables searching and retrieving biomedical literature from PubMed via the NCBI E-utilities API. | 1 star | No one-command install · Source | |
| 177 | 22.557 | tatsuju-opdstar-nhi-mcpmcp · back-end | Taiwan's first public MCP server for National Health Insurance (NHI) data — 234 rejection codes, 1,497 ICD-10→procedure mappings across 20… | 1 star | armory install tatsuju-opdstar-nhi-mcp --cli claude | |
| 177 | 22.557 | healthpoint-mcp-servermcp · back-end | Read-only MCP server for licensed Healthpoint HL7 FHIR API access. | 1 star | No one-command install · Source | |
| 177 | 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 | |
| 177 | 22.557 | fhir-patient-consent-mcp-servermcp · back-end | Enables natural-language queries about a patient, their insulin pump or other devices, and consent to share their data, with answers retrieved in real… | 1 star | No one-command install · Source | |
| 177 | 22.557 | kotlin-multi-agent-orchestratormcp · ai-agents | Enables end-to-end generation, scaffolding, testing, diagnosis, and auditing of Kotlin applications for Android, Compose Multiplatform, Ktor, and… | 1 star | No one-command install · Source | |
| 177 | 22.557 | medical-knowledge-mcp-servermcp · search | Enables searching and retrieving detailed medical knowledge on diseases, vaccines, medical examinations, and treatments, supporting health-related… | 1 star | No one-command install · Source | |
| 177 | 22.557 | medical-hospital-mcp-servermcp · back-end | Enables hospital search and detail lookup to discover medical institutions and verify campuses, departments, contacts, introductions, and operating… | 1 star | No one-command install · Source | |
| 177 | 22.557 | medical-evidence-assistantmcp · search | Provides medical evidence tools including PubMed search, citation verification, clinical trial lookup, drug information, drug interaction checking… | 1 star | No one-command install · Source | |
| 177 | 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 | |
| 177 | 22.557 | clinical-evidence-alexandriashaimcp · search | Aggregates clinical evidence from PubMed, ClinicalTrials.gov, and OpenFDA for biomedical literature search, trial queries, and drug information. | 1 star | No one-command install · Source | |
| 177 | 22.557 | dingdawg-healthcare-agentmcp · ai-agents | HIPAA-aware healthcare AI for clinical documentation and compliance. | 1 star | No one-command install · Source | |
| 177 | 22.557 | zai-mcp-plusmcp · back-end | An enhanced MCP server for Z.AI vision understanding that supports custom OpenAI-compatible endpoints and provides 8 vision tools for image/video… | 1 star | No one-command install · Source | |
| 177 | 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 | |
| 177 | 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 | |
| 177 | 22.557 | icf-mcp-server-cloudflare-workersmcp · devops | MCP server for the WHO International Classification of Functioning, Disability and Health (ICF) with tools for code lookup, search, and clinical… | 1 star | No one-command install · Source | |
| 177 | 22.557 | gh-stayce-icdmcp · back-end | WHO ICD-10/ICD-11 diagnosis codes. Lookup, search, and browse via the official WHO API. | 1 star | No one-command install · Source | |
| 177 | 22.557 | mcp-healthcare-servermcp · back-end | An MCP server for clinical workflows with tools for patient lookup, appointment booking, prescriptions, drug interactions, symptom triage, lab… | 1 star | No one-command install · Source | |
| 177 | 22.557 | github-actions-mcp-servermcp · devops | An intelligent MCP server that gives AI agents full control over GitHub Actions CI/CD pipelines, including real-time monitoring, log analysis… | 1 star | No one-command install · Source | |
| 177 | 22.557 | lazarus-mcpmcp · github-vcs | Enables automatic diagnosis, safe repair, and evidence generation for broken Node and Python repositories, providing scan, autopsy, resurrect, and… | 1 star | No one-command install · Source | |
| 177 | 22.557 | chess-coach-mcpmcp · ai-agents | A hybrid AI chess coach MCP server that uses Stockfish for grounded evaluation and LLM for natural-language coaching, enabling game analysis, weakness… | 1 star | No one-command install · Source | |
| 177 | 22.557 | fda-approvals-mcpmcp · back-end | Enables querying FDA drug approvals, device clearances (510(k)), recalls, and adverse events via the openFDA API, providing tools for clinical and… | 1 star | No one-command install · Source |
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.