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 | 12.244 | sentinel-signal-mcp-for-healthcare-claims-scoringmcp · back-end | Hosted MCP server for denial risk, prior authorization, reimbursement scoring, usage, and feedback. Includes no-signup trial keys and Smithery… | 668 installs | No commit datelisted | No one-command install · Source |
| 2 | 22.557 | smart-mcp-servermcp · back-end | Enables AI assistants to securely interact with FHIR R4 servers for clinical decision support workflows, including PlanDefinition execution, FHIR… | 1 star | No one-command install · Source | |
| 3 | 22.557 | atlas-mcpmcp · back-end | An MCP server that brings AI-powered search and conversation to your FHIR clinical documents. | 1 star | No one-command install · Source | |
| 4 | 22.557 | heuris-biomcpmcp · back-end | A bioinformatics MCP server that connects AI clients to over 30 life science databases and 32 curated tools for research, drug discovery, and clinical… | 1 star | No one-command install · Source | |
| 5 | 22.557 | cdisc-library-mcp-servermcp · back-end | Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDASH, CT) through 15 MCP tools, resources, and prompts. | 1 star | No one-command install · Source | |
| 6 | 22.557 | romanpert-aempsmcp · back-end | MCP server for the Spanish AEMPS CIMA pharmaceutical registry with 20,000+ authorised medicines. | 1 star | No one-command install · Source | |
| 7 | 22.557 | healow-mcp-servermcp · back-end | An MCP server that wraps the eClinicalWorks / healow FHIR R4 API so an MCP client (e.g. Claude Desktop) can read patient clinical data from one or… | 1 star | No one-command install · Source | |
| 8 | 22.557 | nobleblocks-mcp-servermcp · back-end | Enables searching and exploring 340 million academic papers from 15+ databases with semantic search, citation graphs, and knowledge graph connections… | 1 star | No one-command install · Source | |
| 9 | 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 | |
| 10 | 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 | |
| 11 | 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 | |
| 12 | 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 | |
| 13 | 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 | |
| 14 | 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 | |
| 15 | 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 | |
| 16 | 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 | |
| 17 | 22.557 | mcp-pubmedmcp · back-end | Enables searching and retrieving biomedical literature from PubMed via the NCBI E-utilities API. | 1 star | No one-command install · Source | |
| 18 | 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 | |
| 19 | 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 | |
| 20 | 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 | |
| 21 | 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 | |
| 22 | 29.013 | tebra-mcp-servermcp · back-end | MCP server for Tebra practice management that gives AI agents access to 45 tools for patients, appointments, billing, documents, and clinical data via… | 1 star · 1 fork | No one-command install · Source | |
| 23 | 29.013 | jamesrosing-tebramcp · back-end | Connects AI agents to Tebra practice management with SOAP and FHIR APIs. | 1 star · 1 fork | No one-command install · Source | |
| 24 | 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 | |
| 25 | 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 | |
| 26 | 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 | |
| 27 | 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 | |
| 28 | 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 | |
| 29 | 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 | |
| 30 | 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 | |
| 31 | 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 | |
| 32 | 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 | |
| 33 | 32.223 | mcp-server-biosciencemcp · back-end | Biological and medical data search MCP server. | 2 stars | No one-command install · Source | |
| 34 | 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 | |
| 35 | 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 | |
| 36 | 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 | |
| 37 | 38.412 | plant-genomics-mcpmcp · back-end | ▎ Provides 32 tools for plant-genomics locus lookup across 11 free public backends (Ensembl Plants, Phytozome, UniProtKB, Europe PMC, QuickGO, NCBI… | 3 stars | No one-command install · Source | |
| 38 | 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 | |
| 39 | 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 | |
| 40 | 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 | |
| 41 | 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 | |
| 42 | 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 | |
| 43 | 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 | |
| 44 | 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 | |
| 45 | 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 | |
| 46 | 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 | |
| 47 | 47.273 | mcp-icd10mcp · back-end | Offline MCP server for ICD medical code lookup, search, and crosswalk translation with 124K codes and 102K mappings, all local with zero network… | 3 stars · 2 forks | No one-command install · Source | |
| 48 | 48.479 | govuk-mcp-servermcp · back-end | Provides access to 27 UK government data sources and services, enabling queries about transport, business, healthcare, and more via natural language. | 1 star · 3 forks | No one-command install · Source | |
| 49 | 48.479 | mcp-beakermcp · back-end | MCP server for Beaker lab automation, enabling system provisioning, job management, distro discovery, and failure diagnosis through 25 tools. | 1 star · 3 forks | No one-command install · Source | |
| 50 | 49.325 | omophub-mcp-servermcp · back-end | Provides AI agents with instant access to 10M+ OMOP medical vocabulary concepts for searching, mapping, and navigating clinical codes across SNOMED… | 6 stars | No one-command install · Source | |
| 51 | 50.895 | marketscope-ai-mcp-servermcp · back-end | Enables AI-powered analysis of healthcare market segments, product comparisons, and sales data insights using natural language processing and… | 2 stars · 3 forks | No one-command install · Source | |
| 52 | 52.135 | matthewdcage-pbs-apimcp · back-end | Provides access to the Australian Pharmaceutical Benefits Scheme (PBS) API for querying medicine listings, pricing, and availability data through… | 4 stars · 2 forks | No one-command install · Source | |
| 53 | 52.498 | pubtator-mcp-servermcp · back-end | Provides an async Python server for interacting with the PubTator3 API, exposing multiple biomedical text-mining tools compatible with the MCP agent… | 5 stars · 1 fork | No one-command install · Source | |
| 54 | 53.985 | fhir-mcp-servermcp · back-end | A comprehensive MCP server that bridges AI applications with FHIR healthcare data systems, enabling patient data access, clinical data retrieval, and… | 4 stars · 3 forks | No one-command install · Source | |
| 55 | 55.168 | pancrepal-xiaoyibao-clinicaltrials-govmcp · back-end | Integrates with ClinicalTrials.gov API v2 to search and retrieve detailed clinical trial information by keywords, disease conditions, and geographic… | 6 stars · 1 fork | No one-command install · Source | |
| 56 | 55.168 | sscotti-dicom-pacsmcp · back-end | Integrates with Orthanc PACS servers and FHIR systems to provide DICOM query/retrieve operations, PDF text extraction from medical documents, and… | 6 stars · 1 fork | No one-command install · Source | |
| 57 | 55.168 | sally-skillsmcp · back-end | Plug Sally AI into your agent. The clinical-grade health intelligence behind A1C Insights, Sally AI, now exposed as an MCP endpoint and REST API to… | 6 stars · 1 fork | No one-command install · Source | |
| 58 | 55.515 | kubeview-mcpmcp · back-end | Read-only MCP server for safe Kubernetes inspection, diagnosis, and debugging. Supports Kubernetes core, Helm, Argo Workflows, and Argo CD. | 5 stars · 2 forks | No one-command install · Source | |
| 59 | 58.290 | ratamaha-git-n8nmcp · back-end | Community MCP server for n8n that provides workflow generation, linting, execution diagnosis, and live n8n instance management. | 12 stars | No one-command install · Source | |
| 60 | 59.029 | hugooc-openkpmcp · back-end | Patient-directed MCP server for accessing Kaiser Permanente medical records, covering appointments, labs, messages, medications, and visit notes… | 8 stars · 1 fork | No one-command install · Source | |
| 61 | 60.262 | shiranuimcp · back-end | MCP server for retrieving clinical standard content from the CDISC Library, supporting controlled terminology, ADaM, SDTM, CDASH, SEND metadata, and… | 7 stars · 2 forks | No one-command install · Source | |
| 62 | 60.262 | ajhcs-healthcare-datamcp · back-end | 13 MCP servers with 69 tools for US public healthcare analytics covering CMS, Census, BLS, and HRSA data. | 7 stars · 2 forks | No one-command install · Source | |
| 63 | 61.362 | hlydecker-ucsc-genome-mcpmcp · back-end | MCP server to interact with the UCSC Genome Browser API, letting you find genomes, chromosomes, and more. | 6 stars · 4 forks | No one-command install · Source | |
| 64 | 62.046 | snowstorm-mcp-servermcp · back-end | Enables AI assistants to look up, search, validate, navigate hierarchies, and expand value sets for SNOMED CT clinical terminology through the Model… | 8 stars · 2 forks | No one-command install · Source | |
| 65 | 64.619 | gradusnikov-pubmed-searchmcp · back-end | Integrates with PubMed database via NCBI E-utilities API to search and retrieve academic papers, including titles, authors, journals, abstracts, and… | 6 stars · 5 forks | No one-command install · Source | |
| 66 | 65.698 | openfda-fastmcp-servermcp · back-end | Enables AI agents to query and analyze FDA adverse events, drug labels, medical device clearances, and other public health datasets through natural… | 14 stars · 1 fork | No one-command install · Source | |
| 67 | 66.258 | unofficial-clinical-trials-mcp-servermcp · back-end | Provides access to the ClinicalTrials.gov API, enabling search, analysis, and retrieval of clinical trial data through MCP tools. | 8 stars · 5 forks | No one-command install · Source | |
| 68 | 66.893 | longevity-genie-synergy-age-mcpmcp · back-end | MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity. | 10 stars · 3 forks | No one-command install · Source | |
| 69 | 66.893 | drugbank-mcp-servermcp · back-end | Model Context Protocol server providing access to the comprehensive DB pharmaceutical database with 17,430+ drugs, supporting search, drug details… | 10 stars · 3 forks | No one-command install · Source | |
| 70 | 67.151 | biomcpmcp · back-end | A high-performance MCP server that gives LLMs access to 25 biomedical tools federated across 50+ upstream APIs for genes, variants, drugs, diseases… | 12 stars · 2 forks | No one-command install · Source | |
| 71 | 69.349 | togomcpmcp · back-end | An MCP server that gives AI assistants access to biological and biomedical RDF databases via SPARQL at the RDF Portal, as well as selected REST APIs… | 11 stars · 4 forks | No one-command install · Source | |
| 72 | 69.392 | medplum-mcp-servermcp · back-end | Enables interaction with Medplum's FHIR data through the Model Context Protocol, allowing LLMs to access and manage healthcare data. | 5 stars · 7 forks | No one-command install · Source | |
| 73 | 69.750 | vitorpavinato-ncbi-mcp-servermcp · back-end | Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch… | 13 stars · 3 forks | No one-command install · Source | |
| 74 | 69.832 | flexpa-mcp-fhirmcp · back-end | Enables interaction with FHIR servers to access, search, and manage FHIR resources, including appointment scheduling and cancellation. | 1 star · 11 forks | No one-command install · Source | |
| 75 | 77.932 | opentargets-mcpmcp · back-end | MCP server that exposes the Open Targets Platform GraphQL API as a set of tools for querying biomedical data such as targets, diseases, drugs, and… | 19 stars · 8 forks | No one-command install · Source | |
| 76 | 78.510 | pascalwhoop-medical-apismcp · back-end | Unified access to biomedical APIs for drug discovery, pathway analysis, and genetic research | 23 stars · 6 forks | No one-command install · Source | |
| 77 | 78.612 | israel-drugs-mcp-servermcp · back-end | Provides AI agents with comprehensive access to Israel's complete pharmaceutical database from the Ministry of Health, enabling drug information… | 18 stars · 10 forks | No one-command install · Source | |
| 78 | 79.536 | seandavi-ontology-lookup-servicemcp · back-end | Integrates with the Ontology Lookup Service API to search biomedical ontology terms, retrieve detailed ontology information, explore term hierarchies… | 26 stars · 6 forks | No one-command install · Source | |
| 79 | 82.456 | longevity-genie-gget-mcpmcp · back-end | MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library. | 31 stars · 9 forks | No one-command install · Source | |
| 80 | 83.506 | longevity-genie-biothings-mcpmcp · back-end | MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information. | 34 stars · 10 forks | No one-command install · Source | |
| 81 | 83.506 | biothings-mcpmcp · back-end | Provides a Model Context Protocol server for accessing and querying biomedical data from BioThings services, including gene, variant, chemical, and… | 34 stars · 10 forks | No one-command install · Source | |
| 82 | 83.625 | proximomcp · back-end | Enables management of Proxmox VE infrastructure via its REST API and execution of commands inside LXC containers via SSH, with built-in trust layers… | 42 stars · 7 forks | No one-command install · Source | |
| 83 | 89.909 | m3mcp · back-end | Enables querying MIMIC-IV medical data using natural language through MCP clients, with support for local DuckDB and cloud BigQuery backends. | 77 stars · 17 forks | No one-command install · Source | |
| 84 | 91.269 | clinicaltrialsgov-mcp-servermcp · back-end | MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials. | 91 stars · 24 forks | No one-command install · Source | |
| 85 | 92.511 | jamesanz-medical-mcpmcp · back-end | An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug… | 111 stars · 32 forks | No one-command install · Source | |
| 86 | 92.583 | linkingooo-renderdocmcp · back-end | GPU frame capture analysis using RenderDoc's Python API for graphics debugging, performance profiling, and rendering issue diagnosis. | 163 stars · 17 forks | No one-command install · Source | |
| 87 | 93.224 | taiwan-health-mcp-servermcp · back-end | Integrates Taiwan health data and international medical standards, providing 28 MCP tools for diagnostics, drugs, lab tests, and clinical guidelines… | 163 stars · 24 forks | No one-command install · Source | |
| 88 | 93.854 | andybrandt-simple-pubmedmcp · back-end | Access PubMed's medical research database via the Entrez API for biomedical literature search and analysis. | 171 stars · 32 forks | No one-command install · Source | |
| 89 | 94.011 | wso2-fhirmcp · back-end | Access FHIR-compliant healthcare APIs from AI tools and agent workflows. | 137 stars · 55 forks | No one-command install · Source | |
| 90 | Unranked | clinical-evidence-mcpmcp · back-end | Searches medical literature, clinical trials, drug labels, and adverse-event reports via official public APIs, returning structured records with… | No signals yet | No one-command install · Source | |
| 91 | Unranked | art-mcp-servermcp · back-end | Enables time series analysis following Box-Jenkins-Treadway methodology, supporting guided or autonomous modes for model identification, estimation… | No signals yet | No one-command install · Source | |
| 92 | Unranked | cfm-cadastromcp · back-end | MCP server for querying Brazilian Federal Council of Medicine (CFM) registration data from official sources. It provides a read-only tool to consult… | No signals yet | No one-command install · Source | |
| 93 | Unranked | europepmc-mcp-servermcp · back-end | Enables searching and retrieving biomedical literature from Europe PMC, including abstracts, full-text (JATS XML), text-mined annotations, citations… | No signals yet | No one-command install · Source | |
| 94 | Unranked | mcp-hospirfq-processormcp · back-end | Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQL API. | No signals yet | No one-command install · Source | |
| 95 | Unranked | pemrmcp · back-end | A local-first, family-scale medical record framework that provides a Python CLI engine and MCP server for ingesting, deduplicating, querying, and… | No signals yet | No one-command install · Source | |
| 96 | Unranked | phi-mcp-servermcp · back-end | Enables AI agents to analyze synthetic biomarker panels via Phi Longevity's PRISM clinical recommendation engine, providing tiered, guideline-cited… | No signals yet | No one-command install · Source | |
| 97 | Unranked | pipeworx-io-rxnormmcp · back-end | Pharmaceutical drug name normalization and medication data via the NLM RxNav REST API, free with no authentication. | No signals yet | No one-command install · Source | |
| 98 | Unranked | pipeworx-openfdamcp · back-end | FDA drug and medical device data via the openFDA API, free with no authentication required. | No signals yet | No one-command install · Source | |
| 99 | Unranked | pipeworx-ensemblmcp · back-end | Query Ensembl REST for vertebrate genomes, sequences, comparative genomics, and variation data. | No signals yet | No one-command install · Source | |
| 100 | Unranked | mcp-clinicaltrialsmcp · back-end | Wraps the ClinicalTrials.gov API v2 to enable querying clinical trials data through natural language. | No signals yet | 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.