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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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Highest FirstRows50100250Export

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

30 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
197.201genomoncology-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
285.259navisbio-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
380.719biocontext-ai-knowledgebasemcp · databaseProvides unified access to over 20 biomedical databases and research tools including protein databases (UniProt, AlphaFold), genomics resources…28 stars · 7 forksNo one-command install · Source
478.177ammawla-encode-toolkitmcp · databaseSearch ENCODE genomics data and cross-reference biomedical databases.24 stars · 5 forksNo one-command install · Source
571.394aringadre76-pubmed-researchmcp · databaseIntegrates with PubMed's biomedical literature database to search academic papers, retrieve detailed metadata and abstracts, generate formatted…15 stars · 3 forksNo one-command install · Source
671.333genomemcpmcp · databaseEnables AI agents to query clinical genomics databases, retrieve supporting literature, analyze population genetics, and visualize biological…18 stars · 2 forksNo one-command install · Source
768.220shukwong-gnomadmcp · databaseIntegrates with gnomAD (Genome Aggregation Database) through ten specialized tools for querying genomic variant data, population frequencies, gene…10 stars · 4 forksNo one-command install · Source
865.043physionet-mcpmcp · databaseEnables querying and exploring PhysioNet biomedical datasets via BigQuery, with tools to list accessible datasets, view schemas, inspect tables, and…10 stars · 2 forksNo one-command install · Source
952.135alphafold-sovereign-mcpmcp · databaseIntegrates AlphaFold DB and eight other biomedical data sources into MCP tools for variant clinical reporting, disease-target analysis, structural…4 stars · 2 forksNo one-command install · Source
1041.082zaeyasa-gwas-bioinformaticsmcp · databaseAccess bioinformatics data from GWAS Catalog, UniProt, ClinVar, Ensembl, AlphaFold, and other major biological databases for genomics research.1 star · 2 forksNo one-command install · Source
1138.412gh-musharna-plant-genomicsmcp · databaseAccess 32 plant genomics tools across 11 biological databases via MCP.3 starsNo one-command install · Source
1232.223wsobo-genesis-biomcp · databaseStructured access to 23 biomedical databases for drug discovery and protein research.2 starsNo one-command install · Source
1329.013metalxiaoxiao-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
1422.557negative-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
1422.557cancerdao-oncology-dbmcp · databaseQueries precision oncology databases including CIViC, OpenFDA, and ClinicalTrials.gov for clinical evidence and drug data.1 starNo one-command install · Source
1422.557pgx-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
1422.557morii0603-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
1422.557medical-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
19Unrankedcrindo2-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
20Unrankedhealthcare-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
21Unrankedpgops-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
22Unrankedpipeworx-ncbi-eutilsmcp · databaseSearch and fetch biomedical records across NCBI Entrez databases via E-utilities.No signals yetNo one-command install · Source
23Unrankedpipeworx-bioregistrymcp · databaseLook up and resolve biomedical identifier prefixes via the Bioregistry meta-registry of biological databases.No signals yetNo one-command install · Source
24Unrankedclaims-data-mcp-servermcp · databaseEnables natural language querying of healthcare claims data by exposing a SQLite database with read-only SQL tools, allowing users to ask questions in…No signals yetNo one-command install · Source
25Unrankedhealthcare-mcp-servermcp · databaseEnables an AI agent to query a patient-records SQLite database with tools for schema inspection, safe SQL queries, patient risk assessment, and…No signals yetNo one-command install · Source
26Unrankedopenimcp · databaseEnables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) from the Open-i database using natural language queries, returning image…No signals yetNo one-command install · Source
27Unrankedsecure-clinical-data-agentmcp · databaseEnables secure natural language querying of a clinical SQL Server database using a local Ollama model, with strict SQL validation to protect sensitive…No signals yetNo one-command install · Source
28Unrankedgodavaii-healthmcp · databaseIndian medicine database for checking drug interactions, pregnancy safety, and dosage information.No signals yetNo one-command install · Source
29Unrankedlabrat-0-rxradarmcp · databaseSemantic search across five US government healthcare databases including NPI providers, PubMed, FDA adverse events, ClinicalTrials.gov, and FDA drug…No signals yetNo commit datelisted No one-command install · Source
30Unrankedmcpassure-anvisa-bulariomcp · databaseQueries the ANVISA electronic medication database for drug registrations, package inserts, prescription schedules, and pharmaceutical presentations.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.

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