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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

75 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
194.856healthchainmcp · 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
291.873health-record-mcpmcp · ai-agentsConnect to an EHR and make clinical data available via MCP85 stars · 36 forksNo one-command install · Source
386.361arthas-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
484.603ohnlp-omop-mcpmcp · ai-agentsalso listed as omop-mcp-serverMap clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.40 stars · 10 forksNo one-command install · Source
682.229healthclawguardrailsmcp · ai-agentsOpen-source guardrails between AI agents and FHIR clinical data — PHI redaction, immutable audit, step-up auth, tenant isolation. MCP server +…30 stars · 9 forksNo one-command install · Source
780.662flstudio-mcpmcp · ai-agentsAI control for FL Studio via the Model Context Protocol — full in-DAW mixing (Mix Doctor diagnosis, gain staging, EQ/compression/reverb, reference…30 stars · 6 forksNo one-command install · Source
880.090tealflowmcpmcp · ai-agentsEnables LLMs to discover, understand, and generate Teal R Shiny applications for clinical trial data analysis.28 stars · 6 forksNo one-command install · Source
977.588agent-care-mcpmcp · ai-agentsIntegrates with EMRs like Cerner and Epic via FHIR to retrieve patient data, and provides medical research tools (PubMed, clinical trials, FDA) for…1 star · 27 forksNo one-command install · Source
1076.904acashmoney-biomcp · ai-agentsEnabling agent-based biomedical R&D via protein structure analysis capabilities18 stars · 7 forksNo one-command install · Source
1176.242dagster-mcpmcp · ai-agentsAn MCP server that gives AI agents full visibility and control over your Dagster instance, enabling autonomous monitoring, diagnosis, and remediation…13 stars · 9 forksNo one-command install · Source
1259.029pubmed-advanced-mcp-servermcp · ai-agentsThis MCP server provides 16 intelligent tools for searching, retrieving, and linking biomedical literature from PubMed and PMC. It enables LLM…8 stars · 1 forkNo one-command install · Source
1349.325mcubuddymcp · ai-agentsMCP server for AI-assisted MCU and embedded firmware debugging. It connects to real hardware via debug probes, inspects CPU/memory/peripherals…6 starsNo one-command install · Source
1447.273mushi-mushimcp · ai-agentsBug-report triage and fix-dispatch MCP for vibe coders. Ask your AI coding agent for a plain-English diagnosis of any user-reported bug — with…3 stars · 2 forksNo one-command install · Source
1447.273prompt-auto-optimizermcp · ai-agentsOptimizes prompts through genetic algorithms that automatically evolve and improve prompt performance across multiple generations using…3 stars · 2 forksNo one-command install · Source
1643.275swarm-corporation-medical-agents-aopmcp · ai-agentsOrchestrates specialized medical AI agents for blood data analysis, CBC interpretation, and clinical decision support4 starsNo one-command install · Source
1742.840phi-redact-mcpmcp · ai-agentsAn MCP server that redacts PII/PHI from text before it ever reaches an LLM — self-hosted, fail-closed, and HIPAA-aware.3 forksNo one-command install · Source
1742.840cardiovascular-disease-mcpmcp · ai-agentsMCP server for calculating a patient's 10-year ASCVD risk using the Pooled Cohort Equations. Enables LLMs to compute cardiovascular risk scores based…3 forksNo one-command install · Source
1938.412bsv-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
1938.412io-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
2135.443asset-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
2232.223rachadele-biolitmcp · ai-agentsLLM-assisted biomedical literature screening and data extraction for PubMed, GEO, and preprints.2 starsNo one-command install · Source
2232.223klinik-mcpmcp · ai-agentsalso listed as klinikmcpA 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
2232.223clinical-trial-designmcp · ai-agentsA Claude Code plugin and MCP server for end-to-end clinical trial design.2 starsNo one-command install · Source
2629.013doctor-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
2723.374phi-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
2822.557kotlin-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
2822.557dingdawg-healthcare-agentmcp · ai-agentsHIPAA-aware healthcare AI for clinical documentation and compliance.1 starNo one-command install · Source
2822.557chess-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
2822.557mcp-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
2822.557mcp-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
2822.557anteos-bookingmcp · ai-agentsBook medical appointments with French doctors by specialty and city via AI agents.1 starNo one-command install · Source
2822.557happiness-agentmcp · ai-agentsAgent focused on wellness and happiness1 starNo one-command install · Source
35Unrankedcms-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
36Unrankedriskprobe-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
37Unrankedm2ai-ratchet-clinical-chartingmcp · ai-agentsClinical charting with Claude — document patient visits and send to EMR systems.No signals yetNo one-command install · Source
38Unrankedwebdietmcp · 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
39Unrankedcivicdataforgemcp · 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
40Unrankedstcc-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
41Unrankedontology-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
42Unrankedeasydocforms-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
43Unrankedgyeongbuk-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
44Unrankedsecure-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
45Unrankedrootcause-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
46Unrankedmedbridgemcp · 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
47Unrankedmcp-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
48Unrankedmcp-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
49Unrankedmedimageparse-mcpmcp · ai-agentsEnables AI agents to segment 2D and 3D biomedical images using Microsoft's MedImageParse foundation models via free-text prompts, returning masks and…No signals yetNo one-command install · Source
50Unrankedproofopsmcp · ai-agentsMCP server enabling evidence-driven multi-agent incident management with fault closure workflows, including diagnosis, approval, execution…No signals yetNo one-command install · Source
51Unrankedvision-mcp-9mcp · ai-agentsAn MCP server for image understanding via OpenAI-compatible vision models, offering tools for OCR, error screenshot diagnosis, technical diagram…No signals yetNo one-command install · Source
52Unrankedcrc-lnm-medical-agentmcp · ai-agentsProvides a six-tool research-assistance workflow for CRC-LNM cases using precomputed CT, pathology features, and clinical values. Enables multimodal…No signals yetNo one-command install · Source
53Unrankedagentic-k8s-aiopsmcp · ai-agentsAn MCP server for autonomous Kubernetes troubleshooting and remediation. It enables continuous cluster monitoring, local AI-powered diagnosis via…No signals yetNo one-command install · Source
54Unrankedtransbenchmcp · ai-agentsTransBench is a translational research agent that takes free-text clinical observations, decomposes them into biological axes, generates falsifiable…No signals yetNo one-command install · Source
55Unrankedmcp-claims-triagemcp · ai-agentsMCP server that helps AI agents analyze medical insurance claims, flag anomalies, score risk, and suggest next actions.No signals yetNo one-command install · Source
56Unrankedmcp-kg-servermcp · ai-agentsMCP server exposing a medical knowledge graph (289 Western drugs, 204 TCM drugs, diseases, symptoms) as MCP tools. Enables AI agents to search drugs…No signals yetNo one-command install · Source
57Unrankedandroid-build-mcpmcp · ai-agentsAn MCP server that gives coding agents hands and eyes on an Android device, providing 19 tools for building, testing, installing, UI inspection…No signals yetNo one-command install · Source
58Unrankedmedical-mcp-fakemcp · ai-agentsMCP server with a fictitious clinical database to develop and test agents, providing tools to search patients and retrieve full medical records…No signals yetNo one-command install · Source
59Unrankedclingatemcp · ai-agentsClinGate is an MCP-native human-in-the-loop gateway that sits between AI agents and clinical tools, classifying every action by risk and forcing human…No signals yetNo one-command install · Source
60Unrankedmediassist-aimcp · ai-agentsAn educational healthcare assistant MCP server that provides medication information, interaction checks, symptom guidance, and health topic searches…No signals yetNo one-command install · Source
61Unrankedneuro-mcpmcp · ai-agentsAn MCP server that gives AI agents a unified interface to clinical/research EEG workflows: signal processing, source imaging, persistent dataset/EHR…No signals yetNo one-command install · Source
62Unrankedmedlineplus-mcpmcp · ai-agentsProvides tools to look up patient-friendly health education links from MedlinePlus Connect using clinical codes or medication names, enabling AI…No signals yetNo one-command install · Source
63Unrankedsolo-desktop-commander-mcpmcp · ai-agentsA free, open-source MCP server that gives AI agents real filesystem, terminal, git, and process control over your machine for inspection, diagnosis…No signals yetNo one-command install · Source
64Unrankedmedical-mcp-agentmcp · ai-agentsProvides medical symptom extraction, differential diagnosis generation, PubMed literature search, and abstract summarization tools for LLM agents.No signals yetNo one-command install · Source
65Unrankedlabops-agent-mcp-servermcp · ai-agentsMCP server that enables clinical lab staff to predict reagent stockouts, check inventory, create orders, and update inventory canvases directly from…No signals yetNo one-command install · Source
66Unrankedspokeagentmcp · ai-agentsA structure-aware MCP server for querying the SPOKE biomedical knowledge graph, enabling entity resolution, schema introspection, path finding, and…No signals yetNo one-command install · Source
67Unrankedcure-cancer-with-ai-mcp-servermcp · ai-agentsProvides oncology data (research, news, FDA approvals, clinical trials) and IBM MAMMAL biomedical predictions (PPI, DTI, ClinTox) as MCP tools. Allows…No signals yetNo one-command install · Source
68Unrankedmedilinkaimcp · ai-agentsClinical decision-support MCP server that lets AI agents reason over live FHIR patient data for medication review, appointment scheduling, and care…No signals yetNo one-command install · Source
69Unrankeddrug-interaction-mcpmcp · ai-agentsDrug-drug interaction checker for clinical LLMs, wrapping RxNorm, openFDA, and DailyMed to provide interaction severity, dose guides, and alternative…No signals yetNo one-command install · Source
70Unrankedmcp-groundedmcp · ai-agentsMulti-agent pipeline for medical image classification with verification-aware abstention, enabling safer predictions by skipping uncertain cases.No signals yetNo one-command install · Source
71Unrankedmedadapt-content-servermcp · ai-agentsA specialized MCP server for Claude Desktop that enhances AI-assisted medical learning by fetching and processing educational resources from PubMed…No signals yetNo one-command install · Source
72Unrankedagentes-mcp-servermcp · ai-agentsUnified MCP server for the AmorSaúde ecosystem, combining SQL query, semantic search, medical record similarity, audio transcription, and LLM-as-Judge…No signals yetNo commit datelisted No one-command install · Source
73Unrankedgencovemcp · ai-agentsGenomics MCP enabling AI agents to interact with Gencove's genetic testing and health insights platform.No signals yetNo commit datelisted No one-command install · Source
74Unrankedhelixgenomics-genomic-agent-discoverymcp · ai-agentsMulti-agent MCP server for genomic analysis — specialized AI agents analyze raw DNA files across 16 databases (ClinVar, GWAS, gnomAD, CPIC…No signals yetNo commit datelisted No one-command install · Source
75Unrankedreal-world-mcpmcp · ai-agentsEnables AI agents to rank US healthcare organizations for clinical trial site feasibility, predicting patient accrual for a Graves' disease protocol…No signals yetNo commit datelisted 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.

Leaderboard · Armory