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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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Needs the armory CLI · not on npm yet, build it from cli/ in the repository

458 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
12.721vlayermcp · observabilityHIPAA compliance scanner for healthcare software. Automatically detect PHI exposure, encryption gaps, audit logging issues, and access control…368 installsNo commit datelisted No one-command install · Source
212.244sentinel-signal-mcp-for-healthcare-claims-scoringmcp · back-endHosted MCP server for denial risk, prior authorization, reimbursement scoring, usage, and feedback. Includes no-signup trial keys and Smithery…668 installsNo commit datelisted No one-command install · Source
314.421chairflowmcp · otherHazel is a 24/7 AI receptionist by ChairFlow. Book appointments, check availability, manage reservations, capture leads, and get business info for…755 installsNo commit datelisted No one-command install · Source
418.231stratproofmcp · authStratProof runs honest backtests: real fees, real slippage, walk-forward validation. Six public tools, no OAuth. Call prove_strategy to test any…997 installsNo commit datelisted No one-command install · Source
522.557happiness-agentmcp · ai-agentsAgent focused on wellness and happiness1 starNo one-command install · Source
622.557felixwu1110-pubmed-medical-literaturemcp · searchEnables search, retrieval, and analysis of academic medical literature through the NCBI PubMed database with formatted citations and researcher…1 starNo one-command install · Source
722.557medical-mcp-servermcp · databaseA comprehensive Model Context Protocol (MCP) server for medical document processing with advanced AI capabilities, including OCR, medical NER, local…1 starNo one-command install · Source
822.557smart-mcp-servermcp · back-endEnables AI assistants to securely interact with FHIR R4 servers for clinical decision support workflows, including PlanDefinition execution, FHIR…1 starNo one-command install · Source
922.557morii0603-pubmedmcp · databaseProvides direct access to PubMed's medical literature database for searching articles, fetching detailed abstracts with metadata, and generating…1 starNo one-command install · Source
1022.557atlas-mcpmcp · back-endAn MCP server that brings AI-powered search and conversation to your FHIR clinical documents.1 starNo one-command install · Source
1122.557saurabhsing21-europe-pmcmcp · searchProvides structured evidence retrieval from Europe PMC biomedical literature database with citation-weighted ranking for therapeutic target discovery…1 starNo one-command install · Source
1222.557synthetic-health-datamcp · otherPrivacy-preserving synthetic health data generation. FHIR R4/R5 compliant.1 starNo one-command install · Source
1322.557pgx-mcpmcp · databaseEnables real-time pharmacogenomics analysis, including variant clinical significance, drug-gene interactions, and dosing guidelines, by connecting to…1 starNo one-command install · Source
1422.557thelongevityvault-decoder-3am-mcpmcp · otherSleep disruption cause classifier using The Longevity Vault's 5-cause framework. Identifies the biological mechanism behind 3am wakeups from symptom…1 starNo one-command install · Source
1522.557why-did-you-render-mcpmcp · front-endBridges unnecessary React re-render data from the browser to coding agents, enabling performance diagnosis and optimization through MCP tools.1 starNo one-command install · Source
1622.557heuris-biomcpmcp · back-endA bioinformatics MCP server that connects AI clients to over 30 life science databases and 32 curated tools for research, drug discovery, and clinical…1 starNo one-command install · Source
1722.557dayi-search-mcpmcp · searchEnables querying Chinese medical information (drugs, diseases, doctors, symptoms) from the Dayi platform with structured output and auto-type…1 starNo one-command install · Source
1822.557cdisc-library-mcp-servermcp · back-endProvides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDASH, CT) through 15 MCP tools, resources, and prompts.1 starNo one-command install · Source
1922.557cancerdao-oncology-dbmcp · databaseQueries precision oncology databases including CIViC, OpenFDA, and ClinicalTrials.gov for clinical evidence and drug data.1 starNo one-command install · Source
2022.557writesdavid-open-primitivemcp · otherAccess 13 US federal data domains including flights, vehicles, food safety, drugs, hospitals, nutrition, jobs, demographics, and SEC filings with…1 starNo one-command install · Source
2122.557anteos-bookingmcp · ai-agentsBook medical appointments with French doctors by specialty and city via AI agents.1 starNo one-command install · Source
2222.557romanpert-aempsmcp · back-endMCP server for the Spanish AEMPS CIMA pharmaceutical registry with 20,000+ authorised medicines.1 starNo one-command install · Source
2322.557mcp-aempsmcp · ai-agentsEnables AI agents to query the official Spanish AEMPS/CIMA registry for real-time pharmaceutical data, including medications, supply problems, and…1 starNo one-command install · Source
2422.557vola-trebla-playwright-trace-decodermcp · browserUnpacks and analyzes Playwright trace.zip archives for AI agent test diagnosis.1 starNo one-command install · Source
2522.557negative-results-mcpmcp · databaseNegative results intelligence for drug discovery: inactive compounds, failed selectivity panels, terminated clinical trials, failed CRISPR screens…1 starNo one-command install · Source
2622.557mcp-clinical-doc-agentmcp · ai-agentsEnables analysis of clinical trial protocols using MCP tools for document listing, entity extraction, adverse event clustering, and summarization.1 starNo one-command install · Source
2722.557healow-mcp-servermcp · back-endAn 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 starNo one-command install · Source
2822.557nobleblocks-mcp-servermcp · back-endEnables searching and exploring 340 million academic papers from 15+ databases with semantic search, citation graphs, and knowledge graph connections…1 starNo one-command install · Source
2922.557fda-approvals-mcpmcp · back-endEnables querying FDA drug approvals, device clearances (510(k)), recalls, and adverse events via the openFDA API, providing tools for clinical and…1 starNo one-command install · Source
3022.557chess-coach-mcpmcp · ai-agentsA hybrid AI chess coach MCP server that uses Stockfish for grounded evaluation and LLM for natural-language coaching, enabling game analysis, weakness…1 starNo one-command install · Source
3122.557lazarus-mcpmcp · github-vcsEnables automatic diagnosis, safe repair, and evidence generation for broken Node and Python repositories, providing scan, autopsy, resurrect, and…1 starNo one-command install · Source
3222.557github-actions-mcp-servermcp · devopsAn intelligent MCP server that gives AI agents full control over GitHub Actions CI/CD pipelines, including real-time monitoring, log analysis…1 starNo one-command install · Source
3322.557mcp-healthcare-servermcp · back-endAn MCP server for clinical workflows with tools for patient lookup, appointment booking, prescriptions, drug interactions, symptom triage, lab…1 starNo one-command install · Source
3422.557gh-stayce-icdmcp · back-endWHO ICD-10/ICD-11 diagnosis codes. Lookup, search, and browse via the official WHO API.1 starNo one-command install · Source
3522.557icf-mcp-server-cloudflare-workersmcp · devopsMCP server for the WHO International Classification of Functioning, Disability and Health (ICF) with tools for code lookup, search, and clinical…1 starNo one-command install · Source
3622.557univercitymcp · otherEight-dimension business diagnosis with Revenue Leak Score and triple-option recommendations.1 starNo one-command install · Source
3722.557cia-diagnosemcp · otherExpert business diagnosis engine that analyzes companies across 11 dimensions and returns a Revenue Leak Score with prioritized, triple-option…1 starNo one-command install · Source
3822.557soroban-diagnosemcp · otherDeterministic failure diagnosis for Soroban transactions and simulations, providing a normalized diagnosis with ranked causes, evidence, and fixes via…1 starNo one-command install · Source
3922.557zai-mcp-plusmcp · back-endAn enhanced MCP server for Z.AI vision understanding that supports custom OpenAI-compatible endpoints and provides 8 vision tools for image/video…1 starNo one-command install · Source
4022.557dingdawg-healthcare-agentmcp · ai-agentsHIPAA-aware healthcare AI for clinical documentation and compliance.1 starNo one-command install · Source
4122.557clinical-evidence-alexandriashaimcp · searchAggregates clinical evidence from PubMed, ClinicalTrials.gov, and OpenFDA for biomedical literature search, trial queries, and drug information.1 starNo one-command install · Source
4222.557clinic-frontdesk-mcpmcp · otherEnables MCP-compatible clients to act as an AI receptionist for a small medical clinic, handling appointment booking and rescheduling, patient…1 starNo one-command install · Source
4322.557medical-evidence-assistantmcp · searchProvides medical evidence tools including PubMed search, citation verification, clinical trial lookup, drug information, drug interaction checking…1 starNo one-command install · Source
4422.557medical-hospital-mcp-servermcp · back-endEnables hospital search and detail lookup to discover medical institutions and verify campuses, departments, contacts, introductions, and operating…1 starNo one-command install · Source
4522.557medical-knowledge-mcp-servermcp · searchEnables searching and retrieving detailed medical knowledge on diseases, vaccines, medical examinations, and treatments, supporting health-related…1 starNo one-command install · Source
4622.557kotlin-multi-agent-orchestratormcp · ai-agentsEnables end-to-end generation, scaffolding, testing, diagnosis, and auditing of Kotlin applications for Android, Compose Multiplatform, Ktor, and…1 starNo one-command install · Source
4722.557fhir-patient-consent-mcp-servermcp · back-endEnables natural-language queries about a patient, their insulin pump or other devices, and consent to share their data, with answers retrieved in real…1 starNo one-command install · Source
4822.557radiochron-mcpmcp · otherProvides AI assistants with local Wi-Fi diagnostics including connection history analysis, live signal sampling, and connectivity diagnosis. It…1 starNo one-command install · Source
4922.557healthpoint-mcp-servermcp · back-endRead-only MCP server for licensed Healthpoint HL7 FHIR API access.1 starNo one-command install · Source
5022.557tatsuju-opdstar-nhi-mcpmcp · back-endTaiwan's first public MCP server for National Health Insurance (NHI) data — 234 rejection codes, 1,497 ICD-10→procedure mappings across 20…1 stararmory install tatsuju-opdstar-nhi-mcp --cli claude
5122.557pipeworx-io-pubmedmcp · searchSearches and retrieves biomedical literature from PubMed.1 starNo one-command install · Source
5222.557mcp-pubmedmcp · back-endEnables searching and retrieving biomedical literature from PubMed via the NCBI E-utilities API.1 starNo one-command install · Source
5323.374pubmed-custom-connector-mcp-servermcp · back-endEnables users to search and fetch PubMed biomedical literature articles through natural language queries in Microsoft 365 Copilot.1 forkNo one-command install · Source
5423.374tcm-mcp-servermcp · back-endEnables AI assistants to access professional Traditional Chinese Medicine knowledge, including herb and formula search, acupoint lookup, six-channel…1 forkNo one-command install · Source
5523.374phi-guard-mcpmcp · ai-agentsMCP 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 forkNo one-command install · Source
5623.374mcp-elifemcp · searchEnables AI agents to retrieve and search open-access life-sciences and biomedical journal articles from eLife via MCP.1 forkNo one-command install · Source
5723.374sophie-wellmcp · otherAlways free healthcare utilities.1 forkNo one-command install · Source
5823.374mcp-medprice-aimcp · back-endA hosted MCP server exposing US hospital chargemaster cost data to AI assistants.1 forkNo one-command install · Source
5929.013doctor-claudemcp · ai-agentsProvides Claude Code with access to peer-reviewed medical information from MedlinePlus and StatPearls, and acts as an unlicensed diagnostic medical…1 star · 1 forkNo one-command install · Source
6029.013czechmedmcpmcp · back-endAn MCP server with 60 tools connecting AI assistants to Czech healthcare databases (SUKL, MKN-10, NRPZS) and global biomedical sources (PubMed…1 star · 1 forkNo one-command install · Source
6129.013metalxiaoxiao-medical-sqlmcp · databaseIntegrates with MySQL hospital databases to enable natural language querying in Chinese, converting questions into SQL queries through intelligent…1 star · 1 forkNo one-command install · Source
6229.013cochrane-mcpmcp · searchTurns the Cochrane Library into a tool for AI agents to search and retrieve clinical evidence, including systematic reviews, trials, and…1 star · 1 forkNo one-command install · Source
6329.013tebra-mcp-servermcp · back-endMCP 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 forkNo one-command install · Source
6429.013jamesrosing-tebramcp · back-endConnects AI agents to Tebra practice management with SOAP and FHIR APIs.1 star · 1 forkNo one-command install · Source
6529.013npi-providers-mcp-servermcp · back-endLook up US healthcare providers in the NPPES NPI registry and resolve NUCC specialty codes via MCP.1 star · 1 forkNo one-command install · Source
6632.223health-canada-drug-product-database-mcp-servermcp · back-endEnables querying the Health Canada Drug Product Database for information on approximately 47,000 approved drugs, including human pharmaceuticals…2 starsNo one-command install · Source
6732.223vjcitn-bioc-tcgamcp · otherConversational access to TCGA cancer genomics data through Bioconductor packages for research workflows2 starsNo one-command install · Source
6832.223diegocasallas-health-geminimcp · back-endProvides healthcare query tools using Google Gemini AI, including drug search, disease information lookup, and medical consultation via a .NET 8…2 starsNo one-command install · Source
6932.223gh-giacomomaria81-france-lifemcp · back-endComprehensive server with 18 tools for daily life in France, covering weather, healthcare, transport, housing, and government services.2 starsNo one-command install · Source
7032.223hospital-vuln-scanner-mcpmcp · back-endA real security scanning MCP server for medical information systems, supporting port scanning, vulnerability detection, medical system identification…2 starsNo one-command install · Source
7132.223wei-ai-lab-clinical-trial-designmcp · front-endProvides AI-assisted statistical design for Phase 2 and Phase 3 clinical trials via R-backed MCP tools.2 starsNo one-command install · Source
7232.223clinical-trial-designmcp · ai-agentsA Claude Code plugin and MCP server for end-to-end clinical trial design.2 starsNo one-command install · Source
7332.223vison-mcpmcp · back-endMCP server for vision AI — screenshots to code, OCR, error diagnosis, and image analysis via OpenAI-compatible APIs.2 starsNo one-command install · Source
7432.223korea-health-mcp-servermcp · back-endEnables natural language querying of Korean public medical data (data.go.kr) through MCP clients like Claude, providing tools for searching hospitals…2 starsNo one-command install · Source
7532.223cityparitymcp · otherCost-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 starsNo one-command install · Source
7632.223cms-healthcare-data-mcp-servermcp · back-endExposes four CMS public datasets as callable tools in Claude conversations, enabling natural-language real-world evidence analytics without SQL…2 starsNo one-command install · Source
7732.223pubmed-evidencemcp · searchEnables PubMed literature search, metadata retrieval, BibTeX export, and evidence table generation for biomedical research agents.2 starsNo one-command install · Source
7832.223wsobo-genesis-biomcp · databaseStructured access to 23 biomedical databases for drug discovery and protein research.2 starsNo one-command install · Source
7932.223klinikmcpmcp · ai-agentsA drug and clinical information MCP server for Turkish healthcare professionals, integrating TİTCK, SGK, openFDA, and PubMed data with ChatGPT and…2 starsNo one-command install · Source
8032.223klinik-mcpmcp · ai-agentsA drug and clinical information MCP server for Turkish healthcare professionals, integrating TİTCK, SGK, openFDA, and PubMed data with ChatGPT and…2 starsNo one-command install · Source
8132.223hormonaly-mcp-servermcp · back-endEnables AI agents to access 24 clinical tools for evidence synthesis, protocol lookup, and decision support in peptide, hormone, and longevity…2 starsNo one-command install · Source
8232.223mymedi-ai-mymedi-ai-mcp-servermcp · paymentsHealthcare billing AI for agents: ICD-10/CPT/HCPCS code lookup (81,769 codes with RVU + OPPS pricing), prior auth prediction, medical NER, claims…2 starsarmory install mymedi-ai-mymedi-ai-mcp-server --cli claude
8332.223mcp-server-biosciencemcp · back-endBiological and medical data search MCP server.2 starsNo one-command install · Source
8432.223alexandriashai-negotiated-ratesmcp · otherStreams healthcare Transparency in Coverage MRF files to retrieve insurer negotiated rates for medical procedures.2 starsNo one-command install · Source
8532.223meva-health-ai-mcp-servermcp · back-endEnables AI agents to verify medical-record claims against synthetic FHIR evidence using a deterministic, non-AI verifier. Provides MCP tools for…2 starsNo one-command install · Source
8632.223rachadele-biolitmcp · ai-agentsLLM-assisted biomedical literature screening and data extraction for PubMed, GEO, and preprints.2 starsNo one-command install · Source
8732.223biolitmcp · searchEnables LLM-assisted biomedical literature screening and structured extraction from PubMed alerts, PMIDs, DOIs, and GEO accessions, with full-text…2 starsNo one-command install · Source
8832.223appendixmcp · searchAppendix turns any AI health conversation into a board-certified physician's opinion — with a real prescription when clinically appropriate. Search…2 starsNo one-command install · Source
8935.443entrez-mcp-servermcp · back-endProvides access to NCBI's E-utilities, PubChem, and PMC APIs for searching and retrieving biomedical literature, chemical, and genomic data.2 forksNo one-command install · Source
9035.443asset-aware-mcpmcp · ai-agentsEnables AI agents to precisely retrieve and analyze PDF assets (tables, figures, sections) via MCP, with knowledge graph integration for medical…2 forksNo one-command install · Source
9138.066silverjava-dscore-openapimcp · searchIntegrates with DS Core Open API healthcare system to provide search and retrieval of patient records, DICOM studies, digital impressions, and…2 stars · 1 forkNo one-command install · Source
9238.066medical-codes-mcp-servermcp · searchDecodes, 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 forkNo one-command install · Source
9338.066gregario-brewers-almanackmcp · otherBrewing knowledge reference covering beer styles, ingredients, off-flavour diagnosis, water chemistry, and recipe guidance.2 stars · 1 forkNo one-command install · Source
9438.412thrownlemon-medical-apismcp · searchIntegrates with FDA drug databases, WHO health indicators, RxNorm classifications, PubMed research, Google Scholar, and Australia's PBS to provide…3 starsNo one-command install · Source
9538.412snomed-ct-mcp-servermcp · back-endEnables querying and browsing SNOMED CT medical terminology concepts, including search, details, and hierarchy navigation via MCP tools.3 starsNo one-command install · Source
9638.412kusy2009-cdisc-coremcp · otherValidates clinical datasets against CDISC conformance rules with browsing of 981+ validation rules, standard filtering, and controlled terminology…3 starsNo one-command install · Source
9738.412pantelisgeorgiadis-dicomwebmcp · searchExposes DICOMweb DICOM medical imaging archives to AI agents via QIDO-RS metadata queries and WADO-RS image retrieval.3 starsNo one-command install · Source
9838.412io-github-jinning6-cyberhuatuomcp · ai-agentsA medical MCP server for agents that diagnoses tracebacks, provides exact fixes, and converts verified solutions into reusable prescriptions, plus a…3 starsNo one-command install · Source
9938.412anatomy-enginemcp · otherProvides a 3D full-body anatomy and biomechanics engine with 22 MCP tools for querying anatomical structures, connections, and clinical information…3 starsNo one-command install · Source
10038.412bsv-specmatemcp · ai-agentsMCP server that equips AI agents with BSV-specific development tools including static analysis, pitfall prediction, and BSC error diagnosis to produce…3 starsNo 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