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 | Unranked | pipeworx-io-clinicaltrialsmcp · back-end | Clinical trial data from the ClinicalTrials.gov database via API v2, free with no authentication. | No signals yet | No one-command install · Source | |
| 102 | Unranked | chakudya-mcp-servermcp · back-end | Exposes the Chakudya Nutrition Registry API as MCP tools, enabling clients to search Malawian food data, perform clinical nutrition lookups, and query… | No signals yet | No one-command install · Source | |
| 103 | Unranked | nfz-mcpmcp · back-end | Enables querying the Polish National Health Fund (NFZ) public API for medical waiting lists and service dictionary, allowing AI to compare wait times… | No signals yet | No one-command install · Source | |
| 104 | Unranked | ifs-developer-intelligence-mcp-servermcp · back-end | An enterprise MCP server that transforms IFS Cloud documentation, local code, and Oracle error knowledge into AI-powered development intelligence… | No signals yet | No one-command install · Source | |
| 105 | Unranked | free-investment-mcpmcp · back-end | Provides free public investment research tools including stock quotes, SEC filings, macroeconomic indicators, and clinical trial searches without… | No signals yet | No one-command install · Source | |
| 106 | Unranked | plant-public-mcpmcp · back-end | An MCP server providing public plant bioinformatics APIs including UniProt, NCBI, InterProScan, PDB, AlphaFold, Ensembl Plants, and web-based… | No signals yet | No one-command install · Source | |
| 107 | Unranked | happy-medbox-mcp-servermcp · back-end | An MCP server for managing a home medicine box, enabling AI assistants to query medicines, recognize images, compute expiry dates, and get medication… | No signals yet | No one-command install · Source | |
| 108 | Unranked | biopharma-mcpmcp · back-end | MCP server for biopharma software infrastructure offering FDA 21 CFR Part 11 audit trails, CDISC SDTM/Allotrope data exports, 4PL dose-response curve… | No signals yet | No one-command install · Source | |
| 109 | Unranked | publicsafetyapi-mcpmcp · back-end | MCP server that exposes US public safety facility data (police, fire, EMS, hospitals) as tools for AI assistants, enabling lookups by address… | No signals yet | No one-command install · Source | |
| 110 | Unranked | mcp-nv-segment-ctmrmcp · back-end | MCP server for NVIDIA's NV-Segment-CTMR 3D medical image segmentation, enabling anatomical structure segmentation of CT/MR volumes via natural… | No signals yet | No one-command install · Source | |
| 111 | Unranked | seniorcare-mcpmcp · back-end | This MCP server enables medicine management, stock/refill estimation, doctor search and availability checks, and appointment management for senior… | No signals yet | No one-command install · Source | |
| 112 | Unranked | us-government-datamcp · back-end | Search official US government data from any MCP client: building permits from 10 city open-data portals, federal contract opportunities from SAM.gov… | No signals yet | No one-command install · Source | |
| 113 | Unranked | violet-fhirmcp · back-end | Exposes a FHIR endpoint as deterministic read-only tools, providing a context layer for retrieving clinical data from FHIR servers. | No signals yet | No one-command install · Source | |
| 114 | Unranked | plc-mcpmcp · back-end | An MCP server that connects a local LLM to an industrial PLC via Modbus TCP, enabling process reading, alarm correlation, and safe diagnosis with… | No signals yet | No one-command install · Source | |
| 115 | Unranked | fhir-tools-mcp-servermcp · back-end | Provides FHIR resource validation, synthetic test fixture generation, and HIPAA-safe logging review as MCP tools for AI agents. | No signals yet | No one-command install · Source | |
| 116 | Unranked | siliconflow-vision-mcpmcp · back-end | An MCP server that provides 8 vision tools for UI screenshot to code, OCR, error diagnosis, diagram understanding, data visualization analysis, UI… | No signals yet | No one-command install · Source | |
| 117 | Unranked | claims-quality-mcp-servermcp · back-end | Enables MCP-compatible AI clients to validate healthcare claims data quality by running completeness, integrity, and temporal checks on CSV files via… | No signals yet | No one-command install · Source | |
| 118 | Unranked | healthcare-data-quality-mcp-servermcp · back-end | Enables AI assistants to run healthcare data quality checks (completeness, integrity, consistency, temporal accuracy) on claims and EHR data files… | No signals yet | No one-command install · Source | |
| 119 | Unranked | healthcare-mcp-demomcp · back-end | A healthcare MCP demo server exposing clinical resources, tools, and prompts over SSE with authentication, integrated with Pydantic AI and Gemini for… | No signals yet | No one-command install · Source | |
| 120 | Unranked | plant-mcpmcp · back-end | MCP server for managing houseplants by recording waterings and observations, providing care reminders and diagnosis through natural language. | No signals yet | No one-command install · Source | |
| 121 | Unranked | investment-research-mcpmcp · back-end | An evidence-first investment research MCP server that combines official disclosures, market data, and domain-specific evidence for Korean biotech… | No signals yet | No one-command install · Source | |
| 122 | Unranked | wherewentmcp · back-end | Zero-config SQL profiler for slow Python/SQLAlchemy jobs, built for agents: returns the exact call site, query count, and fix as compact… | No signals yet | No one-command install · Source | |
| 123 | Unranked | innovationshospitalitysearch-mcp-servermcp · back-end | Enables authenticated publishing workflows for the Innovations Hospitality Search platform, allowing content management and opportunity publishing… | No signals yet | No one-command install · Source | |
| 124 | Unranked | healthcare-clinic-mcp-servermcp · back-end | Exposes appointment scheduling and insurance claims data as MCP tools, allowing AI clients to query and update clinic records via a standard protocol. | No signals yet | No one-command install · Source | |
| 125 | Unranked | legacy-to-fhir-mapping-mcp-servermcp · back-end | Enables natural-language querying of a mock legacy healthcare database and returns validated FHIR resources (Patient, Observation, Condition). | No signals yet | No one-command install · Source | |
| 126 | Unranked | pbs-chat-mcp-servermcp · back-end | Enables AI assistants to query the Australian Pharmaceutical Benefits Scheme (PBS) API for medicine pricing, prescriber information, schedules, and… | No signals yet | No one-command install · Source | |
| 127 | Unranked | afya-mcpmcp · back-end | MCP server for Kenya health system — NHIF/SHA coverage, facility finder, community health workers, maternal health guidance, essential medicines. | No signals yet | No one-command install · Source | |
| 128 | Unranked | lead-scraping-plan-mcp-servermcp · back-end | Enables running the lead scoring and outbound pipeline by talking to Claude, including scraping healthcare job postings, scoring against buyer ICP… | No signals yet | No one-command install · Source | |
| 129 | Unranked | mql5-ea-mcp-servermcp · back-end | A local MCP server for querying MQL5 documentation, including reference, algo book, and neural networks book, with tools for search, smart query… | No signals yet | No one-command install · Source | |
| 130 | Unranked | fhirflymcp · back-end | Healthcare reference data including drugs, providers, diagnoses, labs, vaccines, claims, and Medicaid endpoints. | No signals yet | No one-command install · Source | |
| 131 | Unranked | fhirfly-mcp-servermcp · back-end | MCP server for connecting Claude Desktop to FHIRfly healthcare reference data APIs, enabling lookup of drugs, providers, clinical codes, and more. | No signals yet | No one-command install · Source | |
| 132 | Unranked | ibm-concert-mcp-servermcp · back-end | A Model Context Protocol server that connects AI agents to IBM Concert, enabling autonomous workflow health monitoring, incident diagnosis… | No signals yet | No one-command install · Source | |
| 133 | Unranked | vclinic-mcp-servermcp · back-end | Enables AI agents to manage virtual clinic data including patients, visits, diagnoses, treatments, lab/radiology orders, and search medical literature… | No signals yet | No one-command install · Source | |
| 134 | Unranked | vepclin-mcpmcp · back-end | A terminal-based bioinformatics CLI chat tool that integrates Ensembl VEP, NCBI ClinVar, an MCP server layer, and OpenRouter's NVIDIA Nemotron 3 Ultra… | No signals yet | No one-command install · Source | |
| 135 | Unranked | here-now-er-mcpmcp · back-end | An MCP server that provides real-time emergency room availability, open hospitals, pharmacies, and drug information for Korean users, especially… | No signals yet | No one-command install · Source | |
| 136 | Unranked | arpi-mcpmcp · back-end | AI-powered ECG analysis server that accepts ECG images and returns AI-generated diagnosis reports. | No signals yet | No one-command install · Source | |
| 137 | Unranked | fhir-synthetic-mcpmcp · back-end | A learning MCP server providing synthetic FHIR patient data with read tools and a gated write workflow (propose → human approve → commit) with… | No signals yet | No one-command install · Source | |
| 138 | Unranked | mediora-mcp-servermcp · back-end | Exposes a doctor-reviewed medical catalog of blood-test markers, clinical conditions, and patient symptoms as MCP tools in English, Russian, and… | No signals yet | No one-command install · Source | |
| 139 | Unranked | clinicaltrials-gov-mcp-servermcp · back-end | Enables AI assistants to search and retrieve clinical trial data from ClinicalTrials.gov, supporting filters, study details, metadata, and statistics. | No signals yet | No one-command install · Source | |
| 140 | Unranked | psychopathia-mcpmcp · back-end | MCP server exposing the Psychopathia Machinalis diagnostic framework (79 conditions) — differential diagnosis of AI dysfunctions via 11 read-only… | No signals yet | No one-command install · Source | |
| 141 | Unranked | sniff-mcpmcp · back-end | Agent-callable canine genomics API providing breed-stratified allele frequencies, pathogenicity predictions, and variant-gene-breed-disease knowledge… | No signals yet | No one-command install · Source | |
| 142 | Unranked | draytek-vigor-mcp-servermcp · back-end | Provides DSL diagnosis and CLI access to DrayTek Vigor 167 modems via interactive SSH shell, enabling command discovery and execution through MCP… | No signals yet | No one-command install · Source | |
| 143 | Unranked | clinical-mcp-servermcp · back-end | A governed, audited Model Context Protocol server that provides AI agents with secure, read-only access to a clinical knowledge base through… | No signals yet | No one-command install · Source | |
| 144 | Unranked | japan-healthcare-mcpmcp · back-end | A local-first MCP server and toolkit for Japanese healthcare reference data, enabling lookup and search without bundling official datasets. | No signals yet | No one-command install · Source | |
| 145 | Unranked | koreanskinpedia-mcpmcp · back-end | Enables publishing of medical content (articles, procedures, clinics) to a Korean skincare platform via a publishing API, requiring API URL and API… | No signals yet | No one-command install · Source | |
| 146 | Unranked | csoai-org-patient-safety-ai-mcpmcp · back-end | Python MCP server for patient safety analysis and healthcare risk assessment. | No signals yet | No one-command install · Source | |
| 147 | Unranked | npi-verifymcp · back-end | MCP server for looking up and searching US healthcare providers in the CMS NPPES NPI Registry. | No signals yet | No one-command install · Source | |
| 148 | Unranked | dolbom-navi-mcpmcp · back-end | A remote MCP server for navigating Korean senior-care support, routing questions across welfare, medical, and administrative services using official… | No signals yet | No one-command install · Source | |
| 149 | Unranked | clinicaltrials-gov-mcp-server-oncohubmcp · back-end | A production-quality MCP server that wraps the ClinicalTrials.gov v2 API, providing structured, TTL-cached access to trial data worldwide and Turkey… | No signals yet | No one-command install · Source | |
| 150 | Unranked | clara-mcp-servermcp · back-end | A hybrid pulmonary radiology diagnostic backend that provides MCP agent skills for vision inference, clinical RAG, report synthesis, and escalation… | No signals yet | No one-command install · Source | |
| 151 | Unranked | mcp-live-showcasemcp · back-end | Two MCP servers for a live demo: a clinical server for patient lookup, labs, and drug safety checks, and a data explorer server for querying a sales… | No signals yet | No one-command install · Source | |
| 152 | Unranked | medical-diagnosis-ai-mcpmcp · back-end | An MCP server that analyzes patient symptoms using AI, suggests potential diagnoses, and retrieves relevant medical literature from PubMed. | No signals yet | No one-command install · Source | |
| 153 | Unranked | oak-longevity-mcp-servermcp · back-end | An MCP server for longevity and metabolic medicine that provides a medication catalog, dosing protocols, contraindication screening, drug interaction… | No signals yet | No one-command install · Source | |
| 154 | Unranked | vocametrixmcp · back-end | Official MCP server integrating Vocametrix's voice analysis API for clinical speech assessment and pronunciation evaluation. | No signals yet | No one-command install · Source | |
| 155 | Unranked | h2-papers-mcp-servermcp · back-end | Enables searching and retrieving molecular hydrogen medical literature from H2 Papers database, with per-paper safety notes always included in… | No signals yet | No one-command install · Source | |
| 156 | Unranked | pharma-mcpmcp · back-end | MCP server for clinical and pharmaceutical data, enabling search of ClinicalTrials.gov, PubMed, FDA, and ICH guidelines without API keys. | No signals yet | No one-command install · Source | |
| 157 | Unranked | cpt-analysis-mcp-servermcp · back-end | Connects Claude Desktop to a healthcare claims database for natural-language analysis of CPT codes, reimbursement rates, payer performance, and denial… | No signals yet | No one-command install · Source | |
| 158 | Unranked | repetier-mcpmcp · back-end | Enables AI to monitor, control, and diagnose 3D printers via Repetier-Host/Repetier-Server, supporting temperature readings, job management, and… | No signals yet | No one-command install · Source | |
| 159 | Unranked | rradhakr-icd10-cmmcp · back-end | MCP server for ICD-10-CM medical code search, validation, and hierarchy navigation with multi-release support. | No signals yet | No one-command install · Source | |
| 160 | Unranked | biomedical-apis-mcp-servermcp · back-end | Enables AI agents to query free biomedical and pharmaceutical APIs for clinical trials, drug data, molecular structures, adverse events, and research… | No signals yet | No one-command install · Source | |
| 161 | Unranked | hospital-data-mcp-servermcp · back-end | Enables access to a synthetic hospital dataset through MCP, supporting SSE and STDIO transports, deployable to IBM Cloud Code Engine. | No signals yet | No one-command install · Source | |
| 162 | Unranked | sentinel-signal-mcpmcp · back-end | MCP server for healthcare claims workflow scoring, validation, and feedback, supporting denial risk, prior authorization, and reimbursement… | No signals yet | No one-command install · Source | |
| 163 | Unranked | niaid-data-mcp-servermcp · back-end | Enables searching the NIAID Data Ecosystem for biomedical research resources including datasets, clinical studies, and publications using… | No signals yet | No one-command install · Source | |
| 164 | Unranked | mcp-ubergraph-querymcp · back-end | Enables AI assistants to query the Ubergraph biomedical ontology SPARQL endpoint with tools for custom SPARQL queries, term lookup, search, and… | No signals yet | No one-command install · Source | |
| 165 | Unranked | medicos-mcpmcp · back-end | MCP server backend for a hospital medicine reminder app, offering tools for Firebase integration, OCR/parsing, medical intelligence, scheduling… | No signals yet | No one-command install · Source | |
| 166 | Unranked | k-lifeguard-mcp-servermcp · back-end | An intelligent emergency medical coordinator that provides symptom-based hospital recommendations, real-time ETA, and guardian alerts. | No signals yet | No one-command install · Source | |
| 167 | Unranked | ai-doctor-api-ai-medical-chatbot-healthcare-ai-assistant-mcp-servermcp · back-end | Provides access to an AI medical chatbot API for healthcare assistance, enabling natural language interactions such as neurosurgery queries. | No signals yet | No one-command install · Source | |
| 168 | Unranked | npi-registry-mcp-servermcp · back-end | A Model Context Protocol (MCP) server for searching the National Provider Identifier (NPI) registry. It provides tools to search and retrieve… | No signals yet | No one-command install · Source | |
| 169 | Unranked | ninsa-de-mcp-servermcp · back-end | A comprehensive MCP server for integrating with the NINSAÚDE Clinic API, providing 45+ tools for healthcare management including patient records… | No signals yet | No one-command install · Source | |
| 170 | Unranked | aact-clinical-trials-mcp-servermcp · back-end | Enables querying clinical trial data from the AACT database (ClinicalTrials.gov) using natural language through tools like list_tables… | No signals yet | No one-command install · Source | |
| 171 | Unranked | a207-clinical-calc-mcpmcp · back-end | MCP server for pediatric CKD clinical calculations, providing eGFR-Schwartz estimation and KDIGO 2024 CKD staging, restricted to doctors. | No signals yet | No commit datelisted | No one-command install · Source |
| 172 | Unranked | arma-reforger-mcp-servermcp · back-end | A local, security-focused MCP server for Arma Reforger modding, providing AI coding assistants with tools for project discovery, script analysis… | No signals yet | No commit datelisted | No one-command install · Source |
| 173 | Unranked | bradesco-rede-mcpmcp · back-end | MCP server for real-time querying of the Bradesco Saude referenced network, exposing a search_providers tool to search for doctors, hospitals… | No signals yet | No commit datelisted | No one-command install · Source |
| 174 | Unranked | clinicaltrials-databaseskill · back-end | Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for… | No signals yet | No commit datelisted | armory install clinicaltrials-database --cli claude |
| 175 | Unranked | clinvar-databaseskill · back-end | Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or… | No signals yet | No commit datelisted | armory install clinvar-database --cli claude |
| 176 | Unranked | ena-databaseskill · back-end | Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and… | No signals yet | No commit datelisted | armory install ena-database --cli claude |
| 177 | Unranked | ensembl-databaseskill · back-end | Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP… | No signals yet | No commit datelisted | armory install ensembl-database --cli claude |
| 178 | Unranked | geo-databaseskill · back-end | Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for… | No signals yet | No commit datelisted | armory install geo-database --cli claude |
| 179 | Unranked | google-cloud-healthcare-api-mcpmcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 180 | Unranked | heor-mcp-servermcp · back-end | Lets Claude run validated, auditable HEOR analyses (cohort construction, outcome computation, overlap-weighted comparison) as deterministic tools on… | No signals yet | No commit datelisted | No one-command install · Source |
| 181 | Unranked | nfyy-ckd-risk-warning-mcpmcp · back-end | Mock MCP server for pediatric CKD risk warning, enabling patient biochemical trend retrieval, deterministic risk rule evaluation, structured alert… | No signals yet | No commit datelisted | No one-command install · Source |
| 182 | Unranked | painprep-mcp-servermcp · back-end | An MCP server for interventional pain medicine that provides Medicare documentation checklists, CPT/ICD-10 coding, ASRA anticoagulation guidance… | No signals yet | No commit datelisted | No one-command install · Source |
| 183 | Unranked | petmed-mcp-servermcp · back-end | Provides tools to search and read markdown wiki documents and find animal hospitals, pharmacies, and grooming facilities using public data. | No signals yet | No commit datelisted | No one-command install · Source |
| 184 | Unranked | spain-medicines-intelligence-mcpmcp · back-end | Query the official Spanish medicines database (AEMPS CIMA) for authorized medicines, their details, and real-time supply shortage alerts without… | No signals yet | No commit datelisted | No one-command install · Source |
| 185 | Unranked | vista-api-mcp-servermcp · back-end | Provides secure access to VA's VistA electronic health record system, enabling AI applications to retrieve and summarize patient medical records for… | No signals yet | No commit datelisted | No one-command install · Source |
| 186 | Unranked | wfgy-mcp-servermcp · back-end | Enables real $1M-level reasoning through MCP protocol integration with Augment, providing tools for AI problem diagnosis, semantic analysis, and… | No signals yet | No 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.