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Scored on public signals; components with none are listed as Unranked · Formula

Component
Allmcp 61,707skill 1,132subagent 724rules 461hook 134workflow 62cli 57identity 38
4 More
eval 37memory 36observability 34infra 26
Domain
Allback-end 23,922ai-agents 13,106other 9,354search 4,535database 2,789front-end 2,201observability 1,987auth 1,508
5 More
devops 1,377browser 1,330comms 1,112payments 1,089github-vcs 929
Vertical
Allfinance 4,779ai-infra 3,606security 3,313productivity 2,190marketing 1,395data-analytics 1,204legal 1,129devtools 1,006
4 More
education 574healthcare 489e-commerce 468gaming 396
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489 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
20183.506longevity-genie-biothings-mcpmcp · back-endMCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.34 stars · 10 forksNo one-command install · Source
20283.506biothings-mcpmcp · back-endProvides a Model Context Protocol server for accessing and querying biomedical data from BioThings services, including gene, variant, chemical, and…34 stars · 10 forksNo one-command install · Source
20383.625proximomcp · back-endEnables 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 forksNo one-command install · Source
20483.718mql5-help-mcpmcp · searchProvides AI coding assistants with local access to 4500+ MQL5 documentation files and supplementary ebooks via MCP, enabling efficient search…24 stars · 15 forksNo one-command install · Source
20584.603omop-mcp-servermcp · ai-agentsMCP server for mapping clinical terminology to OMOP concepts using LLMs, with vocabulary search and batch processing capabilities.40 stars · 10 forksNo one-command install · Source
20684.603ohnlp-omop-mcpmcp · ai-agentsMap clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.40 stars · 10 forksNo one-command install · Source
20785.259navisbio-aact-clinical-trialsmcp · databaseIntegrates with the AACT clinical trials database, enabling querying and analysis of large-scale trial data for research and healthcare applications.19 stars · 19 forksNo one-command install · Source
20885.517wavelovey-pubmed-searchmcp · searchIntegrates with PubMed to enable natural language querying and analysis of biomedical literature for research and evidence-based decision making.46 stars · 10 forksNo one-command install · Source
20986.361arthas-mcp-servermcp · ai-agentsJava diagnostics MCP server for LLM integration with Alibaba Arthas, enabling analysis and diagnosis of Java applications.56 stars · 9 forksNo one-command install · Source
21088.830langcare-mcp-fhirmcp · otherFHIR-based access to EMR systems like Epic and Cerner.66 stars · 15 forksNo one-command install · Source
21189.003htlin222-openevidencemcp · authQueries the OpenEvidence medical evidence platform using browser cookie authentication.71 stars · 14 forksNo one-command install · Source
21289.909m3mcp · back-endEnables querying MIMIC-IV medical data using natural language through MCP clients, with support for local DuckDB and cloud BigQuery backends.77 stars · 17 forksNo one-command install · Source
21390.907the-momentum-fhir-healthcaremcp · authIntegrates with FHIR healthcare systems and medical document repositories to provide natural language access to electronic health records, clinical…98 stars · 17 forksNo one-command install · Source
21491.269clinicaltrialsgov-mcp-servermcp · back-endMCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.91 stars · 24 forksNo one-command install · Source
21591.873health-record-mcpmcp · ai-agentsConnect to an EHR and make clinical data available via MCP85 stars · 36 forksNo one-command install · Source
21691.938christianhinge-dicommcp · otherEnables interaction with medical imaging systems through DICOM networking protocols for querying patient information, studies, series, and instances…99 stars · 29 forksNo one-command install · Source
21792.139grll-pubmedmcp · searchIntegrates PubMed data for searching and fetching biomedical literature, enabling dynamic querying and analysis of scientific information.122 stars · 21 forksNo one-command install · Source
21892.511jamesanz-medical-mcpmcp · back-endAn MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug…111 stars · 32 forksNo one-command install · Source
21992.583linkingooo-renderdocmcp · back-endGPU frame capture analysis using RenderDoc's Python API for graphics debugging, performance profiling, and rendering issue diagnosis.163 stars · 17 forksNo one-command install · Source
22092.673cyanheads-pubmedmcp · searchEnables AI systems to search, retrieve, and analyze biomedical literature from PubMed for evidence-based research, citation generation, and data…142 stars · 22 forksNo one-command install · Source
22193.075cicatriiz-healthcare-data-hubmcp · searchProvides healthcare professionals and researchers with access to medical information through specialized tools for FDA drug lookups, PubMed searches…127 stars · 36 forksNo one-command install · Source
22293.224taiwan-health-mcp-servermcp · back-endIntegrates Taiwan health data and international medical standards, providing 28 MCP tools for diagnostics, drugs, lab tests, and clinical guidelines…163 stars · 24 forksNo one-command install · Source
22393.394jackkuo666-pubmedmcp · searchProvides a bridge to PubMed for searching, filtering, retrieving, and analyzing medical research articles with tools for keyword searches, metadata…129 stars · 46 forksNo one-command install · Source
22493.854andybrandt-simple-pubmedmcp · back-endAccess PubMed's medical research database via the Entrez API for biomedical literature search and analysis.171 stars · 32 forksNo one-command install · Source
22594.011wso2-fhirmcp · back-endAccess FHIR-compliant healthcare APIs from AI tools and agent workflows.137 stars · 55 forksNo one-command install · Source
22694.856healthchainmcp · ai-agentsTyped, validated FHIR tools for healthcare AI agents — build, read, validate, and code FHIR resources from a patient bundle, with terminology lookup…222 stars · 42 forksNo one-command install · Source
22797.201genomoncology-biomcpmcp · databaseIntegrates with biomedical databases including ClinicalTrials.gov, PubMed, and MyVariant.info to provide structured access to clinical trials…622 stars · 113 forksNo one-command install · Source
22898.580radarmcp · observabilityRadar is an open-source Kubernetes observability and diagnostics MCP server. It exposes cluster health, workload diagnosis, logs, events, topology…3,208 stars · 194 forksNo one-command install · Source
229Unrankedcrindo2-gphmcp · databaseFinds and matches healthcare service vendors for medical practices from a database of 100,000+ verified providers.No signals yetNo one-command install · Source
230Unrankedgph-intelligence-healthcare-vendor-findermcp · authFind 76,000+ curated healthcare service vendors across 25 categories and all 50 US states. Search by category, specialty, city, state, and EHR system…No signals yetNo one-command install · Source
231Unrankedhealthcare-opendata-mcpmcp · databaseProvides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministry of Health and Welfare procurement) via MCP tools, enabling natural…No signals yetNo one-command install · Source
232Unrankedclinical-evidence-mcpmcp · back-endSearches medical literature, clinical trials, drug labels, and adverse-event reports via official public APIs, returning structured records with…No signals yetNo one-command install · Source
233Unrankedart-mcp-servermcp · back-endEnables time series analysis following Box-Jenkins-Treadway methodology, supporting guided or autonomous modes for model identification, estimation…No signals yetNo one-command install · Source
234Unrankedzetesismcp · otherEnables scientific due diligence by grading claims against public literature, clinical trials, and filings, with explicit citations and optional…No signals yetNo one-command install · Source
235Unrankedpgops-mcpmcp · databaseEnables AI agents to safely and audibly operate PostgreSQL databases and their Docker environments, offering schema inspection, guarded queries…No signals yetNo one-command install · Source
236Unrankedhealthleader-climcp · searchAgent-native directory of healthcare conferences enabling AI agents and humans to search, list, and retrieve conference details via natural language…No signals yetNo one-command install · Source
237Unrankedbag-epl-mcpmcp · otherEnables natural language queries about Swiss mandatory health insurance coverage for medications and medical devices using official BAG lists.No signals yetNo one-command install · Source
238Unrankedcms-provider-data-catalog-mcpmcp · ai-agentsA remote MCP server that lets an LLM explore, query, aggregate, and benchmark the ~234 datasets in the CMS Provider Data Catalog — hospitals, dialysis…No signals yetNo one-command install · Source
239Unrankedriskprobe-agentmcp · ai-agentsLocal-first MCP server for credit risk analysis. It enables explainable rule discovery, statistical validation, PSI drift monitoring, and root-cause…No signals yetNo one-command install · Source
240Unrankedm2ai-ratchet-clinical-chartingmcp · ai-agentsClinical charting with Claude — document patient visits and send to EMR systems.No signals yetNo one-command install · Source
241Unrankedcfm-cadastromcp · back-endMCP server for querying Brazilian Federal Council of Medicine (CFM) registration data from official sources. It provides a read-only tool to consult…No signals yetNo one-command install · Source
242Unrankedcfm-estabelecimentomcp · otherEnables querying health establishment data from the Brazilian Federal Council of Medicine (CFM), providing read-only access to official information.No signals yetNo one-command install · Source
243Unrankedwebdietmcp · ai-agents56 tools for nutritionists to manage patients, meal plans, prescriptions, clinical records, and anthropometry via MCP clients like Claude and Cursor.No signals yetNo one-command install · Source
244Unrankedlibrelink-up-b2b-cgm-cl-nicamcp · authEnables clinical teams to list patients with active sharing and read glucose, graph, logbook, and statistics from LibreLink Up, with secure magic-link…No signals yetNo one-command install · Source
245Unrankedcivicdataforgemcp · ai-agentsProvides MCP-compatible agents structured access to official government records, including short-term rental permits, healthcare exclusions, childcare…No signals yetNo one-command install · Source
246Unrankedf4-crash-doctormcp · observabilityFallout 4 crash log diagnosis tool for MCP clients. Analyzes crash logs, load order, and game environment to explain crashes and suggest fixes.No signals yetNo one-command install · Source
247Unrankedeuropepmc-mcp-servermcp · back-endEnables searching and retrieving biomedical literature from Europe PMC, including abstracts, full-text (JATS XML), text-mined annotations, citations…No signals yetNo one-command install · Source
248Unrankedcsoai-org-care-membrane-mcpmcp · otherHealthcare data filtering and privacy protection tools for medical AI workflows.No signals yetNo one-command install · Source
249Unrankedmcp-hospirfq-processormcp · back-endExposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQL API.No signals yetNo one-command install · Source
250Unrankedcsoai-org-clinical-trials-ai-mcpmcp · searchTools for searching and analyzing clinical trial data and outcomes.No signals yetNo one-command install · Source
251Unrankedpemrmcp · back-endA local-first, family-scale medical record framework that provides a Python CLI engine and MCP server for ingesting, deduplicating, querying, and…No signals yetNo one-command install · Source
252Unrankedphi-mcp-servermcp · back-endEnables AI agents to analyze synthetic biomarker panels via Phi Longevity's PRISM clinical recommendation engine, providing tiered, guideline-cited…No signals yetNo one-command install · Source
253Unrankedpipeworx-clinicaltablesmcp · searchNIH Clinical Tables search: ICD-10/9 codes, RxTerms, LOINC, NPI provider records, and condition names.No signals yetNo one-command install · Source
254Unrankedpipeworx-io-rxnormmcp · back-endPharmaceutical drug name normalization and medication data via the NLM RxNav REST API, free with no authentication.No signals yetNo one-command install · Source
255Unrankedpipeworx-openfdamcp · back-endFDA drug and medical device data via the openFDA API, free with no authentication required.No signals yetNo one-command install · Source
256Unrankedmcp-npi-registrymcp · otherEnables querying healthcare provider information from the CMS NPI Registry using a 10-digit National Provider Identifier (NPI).No signals yetNo one-command install · Source
257Unrankedpipeworx-io-npi-registrymcp · searchSearch the CMS National Provider Identifier (NPI) Registry for US healthcare providers by name, NPI number, specialty, and location.No signals yetNo one-command install · Source
258Unrankedpipeworx-ncbi-eutilsmcp · databaseSearch and fetch biomedical records across NCBI Entrez databases via E-utilities.No signals yetNo one-command install · Source
259Unrankedmcp-monarch-initiativemcp · otherEnables querying of the Monarch Initiative biomedical knowledge graph for genes, diseases, phenotypes, and their associations through natural language…No signals yetNo one-command install · Source
260Unrankedpipeworx-monarch-initiativemcp · otherQuery the Monarch biomedical knowledge graph for diseases, phenotypes, genes, and variants.No signals yetNo one-command install · Source
261Unrankedpipeworx-io-medlineplusmcp · otherRetrieve health topic summaries, medication information, and lab test descriptions from MedlinePlus, the National Library of Medicine's patient health…No signals yetNo one-command install · Source
262Unrankedmedical-codesmcp · searchSearch medical codes including ICD-10, LOINC, and clinical terms for conditions, procedures, and drugs via natural language queries.No signals yetNo one-command install · Source
263Unrankedpipeworx-hpomcp · otherLook up clinical phenotype terms and gene-disease annotations via the Human Phenotype Ontology.No signals yetNo one-command install · Source
264Unrankedhealth-feedsmcp · searchEnables searching and reading curated health and medicine RSS/Atom feeds, with the ability to fetch any feed URL.No signals yetNo one-command install · Source
265Unrankedmcp-europepmcmcp · searchEnables searching and retrieving biomedical literature from Europe PMC, including articles, abstracts, references, and citations.No signals yetNo one-command install · Source
266Unrankedpipeworx-io-europepmcmcp · searchSearch Europe PubMed Central (Europe PMC) for biomedical literature including peer-reviewed articles, preprints, and full-text content.No signals yetNo one-command install · Source
267Unrankedpipeworx-ensemblmcp · back-endQuery Ensembl REST for vertebrate genomes, sequences, comparative genomics, and variation data.No signals yetNo one-command install · Source
268Unrankedpipeworx-io-ebi-olsmcp · searchSearches 250+ biomedical ontologies via the EBI Ontology Lookup Service.No signals yetNo one-command install · Source
269Unrankedmcp-clinicaltrialsmcp · back-endWraps the ClinicalTrials.gov API v2 to enable querying clinical trials data through natural language.No signals yetNo one-command install · Source
270Unrankedpipeworx-io-clinicaltrialsmcp · back-endClinical trial data from the ClinicalTrials.gov database via API v2, free with no authentication.No signals yetNo one-command install · Source
271Unrankedpipeworx-bioregistrymcp · databaseLook up and resolve biomedical identifier prefixes via the Bioregistry meta-registry of biological databases.No signals yetNo one-command install · Source
272Unrankedstcc-mcpmcp · ai-agentsDeterministic rule-based medical triage with citations, using a 0.6B LLM only to check criteria (yes/no/unknown).No signals yetNo one-command install · Source
273Unrankedsmart-fhirmcp · devopsEnables read-only SMART on FHIR R4 discovery, search, and read operations against public synthetic sandboxes, returning actual empty results and 404s…No signals yetNo one-command install · Source
274Unrankedocculyticsmcp · otherEnables AI assistants to answer healthcare REIT portfolio questions with deterministic, provable answers grounded in Omega Healthcare 10-K filings and…No signals yetNo one-command install · Source
275Unrankedontology-mcpmcp · ai-agentsAn MCP server that uses an OWL/SHACL/SKOS knowledge graph to interpret login-diagnosis prompts and return JSON-LD descriptors, guiding Copilot agents…No signals yetNo one-command install · Source
276Unrankedvascue-public-knowledge-searchmcp · searchSearch Vascue's public healthcare-operations documentation: AI front desk for clinics, provider-side insurance claims automation, Cliniko integration…No signals yetNo one-command install · Source
277Unrankedchakudya-mcp-servermcp · back-endExposes the Chakudya Nutrition Registry API as MCP tools, enabling clients to search Malawian food data, perform clinical nutrition lookups, and query…No signals yetNo one-command install · Source
278Unrankednfz-mcpmcp · back-endEnables querying the Polish National Health Fund (NFZ) public API for medical waiting lists and service dictionary, allowing AI to compare wait times…No signals yetNo one-command install · Source
279Unrankedifs-developer-intelligence-mcp-servermcp · back-endAn enterprise MCP server that transforms IFS Cloud documentation, local code, and Oracle error knowledge into AI-powered development intelligence…No signals yetNo one-command install · Source
280Unrankedmed-lit-mcpmcp · searchEnables searching medical literature, clinical trials, drug information, guidelines, and medical fee schedules directly from Claude, returning only…No signals yetNo one-command install · Source
281Unrankedeasydocforms-mcpmcp · ai-agentsAn MCP server for healthcare intake forms that lets AI agents import blank PDFs, create patient fill links, and retrieve completed PDFs while keeping…No signals yetNo one-command install · Source
282Unrankedgyeongbuk-mcpmcp · ai-agentsEnables AI agents to query Gyeongbuk public data such as hospitals, bus stops, traditional markets, population demographics, and regional safety…No signals yetNo one-command install · Source
283Unrankeddoctorverifymcp · otherEnables verification of Indian doctors by querying the National Medical Commission's Indian Medical Register for registration, profiles, and blacklist…No signals yetNo one-command install · Source
284Unrankedfree-investment-mcpmcp · back-endProvides free public investment research tools including stock quotes, SEC filings, macroeconomic indicators, and clinical trial searches without…No signals yetNo one-command install · Source
285Unrankedsecure-clinical-llm-access-via-mcpmcp · ai-agentsAn MCP server that enables LLMs to securely query synthetic clinical data through validated, scoped tools (patient summaries, conditions, medications…No signals yetNo one-command install · Source
286Unrankedplant-public-mcpmcp · back-endAn MCP server providing public plant bioinformatics APIs including UniProt, NCBI, InterProScan, PDB, AlphaFold, Ensembl Plants, and web-based…No signals yetNo one-command install · Source
287Unrankedsentinel-agent-systemmcp · observabilityMCP server that coordinates autonomous infrastructure health monitoring agents, enabling natural-language telemetry queries and automated diagnosis…No signals yetNo one-command install · Source
288Unrankedrootcause-mcpmcp · ai-agentsEnables AI agents to perform structured root cause analysis from clinical incidents and construct learner-ready lesson plans for medical education.No signals yetNo one-command install · Source
289Unrankedtaiwan-pt-mcpmcp · otherEnables AI assistants to query Taiwan physical therapy evidence, clinical guidelines, and regulations, avoiding fabrication of rehabilitation advice.No signals yetNo one-command install · Source
290Unrankedhappy-medbox-mcp-servermcp · back-endAn MCP server for managing a home medicine box, enabling AI assistants to query medicines, recognize images, compute expiry dates, and get medication…No signals yetNo one-command install · Source
291Unrankedbiopharma-mcpmcp · back-endMCP server for biopharma software infrastructure offering FDA 21 CFR Part 11 audit trails, CDISC SDTM/Allotrope data exports, 4PL dose-response curve…No signals yetNo one-command install · Source
292Unrankedmedbridgemcp · ai-agentsAn MCP server that gives LLMs live access to clinical trials, FDA drug recalls, adverse-event reports, drug labels, and drug-name normalization via…No signals yetNo one-command install · Source
293Unrankedpublicsafetyapi-mcpmcp · back-endMCP server that exposes US public safety facility data (police, fire, EMS, hospitals) as tools for AI assistants, enabling lookups by address…No signals yetNo one-command install · Source
294Unrankedmcp-medimgmcp · ai-agentsEnables standardized PACS-AI integration through the Model Context Protocol, providing medical imaging workflows with DICOMweb transport, hierarchical…No signals yetNo one-command install · Source
295Unrankedmcp-nv-segment-ctmrmcp · back-endMCP server for NVIDIA's NV-Segment-CTMR 3D medical image segmentation, enabling anatomical structure segmentation of CT/MR volumes via natural…No signals yetNo one-command install · Source
296Unrankedseniorcare-mcpmcp · back-endThis MCP server enables medicine management, stock/refill estimation, doctor search and availability checks, and appointment management for senior…No signals yetNo one-command install · Source
297Unrankedmcp-vision-analyzemcp · front-endProvides AI vision analysis via OpenRouter, enabling image understanding from local paths or URLs. Supports OCR, error diagnosis, and chart/UI…No signals yetNo one-command install · Source
298Unrankedmcp-stm32cubeide-servermcp · ai-agentsAn MCP server that lets AI coding agents drive the full STM32 development loop—code generation, build, flash, debug, serial monitoring, and fault…No signals yetNo one-command install · Source
299Unrankedus-government-datamcp · back-endSearch official US government data from any MCP client: building permits from 10 city open-data portals, federal contract opportunities from SAM.gov…No signals yetNo one-command install · Source
300Unrankedviolet-fhirmcp · back-endExposes a FHIR endpoint as deterministic read-only tools, providing a context layer for retrieving clinical data from FHIR servers.No signals yetNo 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.

Leaderboard · Armory