Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 93.394 | jackkuo666-pubmedmcp · search | Provides a bridge to PubMed for searching, filtering, retrieving, and analyzing medical research articles with tools for keyword searches, metadata… | 129 stars · 46 forks | No one-command install · Source | |
| 2 | 93.075 | cicatriiz-healthcare-data-hubmcp · search | Provides healthcare professionals and researchers with access to medical information through specialized tools for FDA drug lookups, PubMed searches… | 127 stars · 36 forks | No one-command install · Source | |
| 3 | 92.673 | cyanheads-pubmedmcp · search | Enables AI systems to search, retrieve, and analyze biomedical literature from PubMed for evidence-based research, citation generation, and data… | 142 stars · 22 forks | No one-command install · Source | |
| 4 | 92.139 | grll-pubmedmcp · search | Integrates PubMed data for searching and fetching biomedical literature, enabling dynamic querying and analysis of scientific information. | 122 stars · 21 forks | No one-command install · Source | |
| 5 | 85.517 | wavelovey-pubmed-searchmcp · search | Integrates with PubMed to enable natural language querying and analysis of biomedical literature for research and evidence-based decision making. | 46 stars · 10 forks | No one-command install · Source | |
| 6 | 83.718 | mql5-help-mcpmcp · search | Provides AI coding assistants with local access to 4500+ MQL5 documentation files and supplementary ebooks via MCP, enabling efficient search… | 24 stars · 15 forks | No one-command install · Source | |
| 7 | 79.412 | bharatlas-mcpmcp · search | Description: Query India's open geo data in natural language. 8 tools: list layers, inspect schemas, filter/group any column, point-in-polygon locate… | 39 stars · 3 forks | No one-command install · Source | |
| 8 | 78.095 | pubmedmcp · search | Search biomedical literature across 36 million citations. Find papers, abstracts, and related articles from MEDLINE and life science journals. | 42,536 installs | No commit datelisted | No one-command install · Source |
| 9 | 77.842 | erikhoward-azure-fhirmcp · search | Provides secure access to Azure Health Data Services FHIR servers, enabling authenticated retrieval and search of healthcare resources across 70+… | 18 stars · 9 forks | No one-command install · Source | |
| 10 | 77.401 | rkirkendall-medplummcp · search | Integrates with Medplum's FHIR healthcare platform to enable creating, reading, updating, and searching healthcare resources including patients… | 18 stars · 8 forks | No one-command install · Source | |
| 11 | 74.475 | gscfwid-nccn-guidelinesmcp · search | Provides access to NCCN clinical practice guidelines through automated web scraping, PDF downloading, and content extraction with intelligent caching… | 13 stars · 8 forks | No one-command install · Source | |
| 12 | 74.043 | augmented-nature-opentargetsmcp · search | Integrates with Open Targets platform to search therapeutic targets and diseases, retrieve detailed gene and disease information, and analyze… | 11 stars · 8 forks | No one-command install · Source | |
| 13 | 71.437 | jackkuo666-medrxiv-researchmcp · search | Provides a specialized interface for searching and retrieving medical research articles from medRxiv using keyword-based searches, advanced filtering… | 9 stars · 7 forks | No one-command install · Source | |
| 14 | 69.545 | pubcrawlmcp · search | PubCrawl provides LLMs with access to PubMed, FDA/UK drug labeling, and ClinicalTrials.gov. It enables searching literature, retrieving abstracts and… | 15 stars · 2 forks | No one-command install · Source | |
| 15 | 66.877 | leescot-pubmed-smitherymcp · search | Provides powerful tools for searching and analyzing academic medical literature through PubMed, offering specialized functions for keyword searches… | 5 stars · 6 forks | No one-command install · Source | |
| 16 | 57.364 | manolaz-emergency-medicare-plannermcp · search | Integrates with Google Maps to locate and evaluate medical facilities in emergencies, providing tools for facility search, route calculation, and… | 5 stars · 3 forks | No one-command install · Source | |
| 17 | 49.325 | omophubmcp · search | Search, map, and navigate 5M+ OMOP medical vocabulary concepts including SNOMED CT, ICD-10, RxNorm, and LOINC. | 6 stars | No one-command install · Source | |
| 18 | 47.619 | apteka-cismcp · search | CIS pharmacy aggregator — search medicines, compare prices, and find pharmacies across Kazakhstan, Belarus, Kyrgyzstan, Russia, Ukraine, Georgia… | 1,577 installs | No commit datelisted | No one-command install · Source |
| 19 | 44.256 | agents100x-clinicaltrials-govmcp · searchalso listed as clinicaltrials-mcp | Conversational access to ClinicalTrials.gov with 5 tools for searching, comparing, and retrieving clinical trial data. | 3 stars · 1 fork | No one-command install · Source | |
| 21 | 38.412 | practice-fusion-mcpmcp · search | Enables read-only FHIR access to Practice Fusion EHR to search patients, appointments, conditions, medications, and lab results. | 3 stars | No one-command install · Source | |
| 21 | 38.412 | pantelisgeorgiadis-dicomwebmcp · search | Exposes DICOMweb DICOM medical imaging archives to AI agents via QIDO-RS metadata queries and WADO-RS image retrieval. | 3 stars | No one-command install · Source | |
| 21 | 38.412 | thrownlemon-medical-apismcp · search | Integrates with FDA drug databases, WHO health indicators, RxNorm classifications, PubMed research, Google Scholar, and Australia's PBS to provide… | 3 stars | No one-command install · Source | |
| 24 | 38.066 | medical-codes-mcp-servermcp · search | Decodes, 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 fork | No one-command install · Source | |
| 24 | 38.066 | silverjava-dscore-openapimcp · search | Integrates with DS Core Open API healthcare system to provide search and retrieval of patient records, DICOM studies, digital impressions, and… | 2 stars · 1 fork | No one-command install · Source | |
| 26 | 32.223 | appendixmcp · search | Appendix turns any AI health conversation into a board-certified physician's opinion — with a real prescription when clinically appropriate. Search… | 2 stars | No one-command install · Source | |
| 26 | 32.223 | biolitmcp · search | Enables LLM-assisted biomedical literature screening and structured extraction from PubMed alerts, PMIDs, DOIs, and GEO accessions, with full-text… | 2 stars | No one-command install · Source | |
| 26 | 32.223 | pubmed-evidencemcp · search | Enables PubMed literature search, metadata retrieval, BibTeX export, and evidence table generation for biomedical research agents. | 2 stars | No one-command install · Source | |
| 29 | 29.013 | cochrane-mcpmcp · search | Turns the Cochrane Library into a tool for AI agents to search and retrieve clinical evidence, including systematic reviews, trials, and… | 1 star · 1 fork | No one-command install · Source | |
| 30 | 23.374 | mcp-elifemcp · search | Enables AI agents to retrieve and search open-access life-sciences and biomedical journal articles from eLife via MCP. | 1 fork | No one-command install · Source | |
| 31 | 22.557 | pipeworx-io-pubmedmcp · search | Searches and retrieves biomedical literature from PubMed. | 1 star | No one-command install · Source | |
| 31 | 22.557 | medical-knowledge-mcp-servermcp · search | Enables searching and retrieving detailed medical knowledge on diseases, vaccines, medical examinations, and treatments, supporting health-related… | 1 star | No one-command install · Source | |
| 31 | 22.557 | medical-evidence-assistantmcp · search | Provides medical evidence tools including PubMed search, citation verification, clinical trial lookup, drug information, drug interaction checking… | 1 star | No one-command install · Source | |
| 31 | 22.557 | clinical-evidence-alexandriashaimcp · search | Aggregates clinical evidence from PubMed, ClinicalTrials.gov, and OpenFDA for biomedical literature search, trial queries, and drug information. | 1 star | No one-command install · Source | |
| 31 | 22.557 | dayi-search-mcpmcp · search | Enables querying Chinese medical information (drugs, diseases, doctors, symptoms) from the Dayi platform with structured output and auto-type… | 1 star | No one-command install · Source | |
| 31 | 22.557 | saurabhsing21-europe-pmcmcp · search | Provides structured evidence retrieval from Europe PMC biomedical literature database with citation-weighted ranking for therapeutic target discovery… | 1 star | No one-command install · Source | |
| 31 | 22.557 | felixwu1110-pubmed-medical-literaturemcp · search | Enables search, retrieval, and analysis of academic medical literature through the NCBI PubMed database with formatted citations and researcher… | 1 star | No one-command install · Source | |
| 38 | Unranked | healthleader-climcp · search | Agent-native directory of healthcare conferences enabling AI agents and humans to search, list, and retrieve conference details via natural language… | No signals yet | No one-command install · Source | |
| 39 | Unranked | csoai-org-clinical-trials-ai-mcpmcp · search | Tools for searching and analyzing clinical trial data and outcomes. | No signals yet | No one-command install · Source | |
| 40 | Unranked | pipeworx-clinicaltablesmcp · search | NIH Clinical Tables search: ICD-10/9 codes, RxTerms, LOINC, NPI provider records, and condition names. | No signals yet | No one-command install · Source | |
| 41 | Unranked | pipeworx-io-npi-registrymcp · search | Search the CMS National Provider Identifier (NPI) Registry for US healthcare providers by name, NPI number, specialty, and location. | No signals yet | No one-command install · Source | |
| 42 | Unranked | medical-codesmcp · search | Search medical codes including ICD-10, LOINC, and clinical terms for conditions, procedures, and drugs via natural language queries. | No signals yet | No one-command install · Source | |
| 43 | Unranked | health-feedsmcp · search | Enables searching and reading curated health and medicine RSS/Atom feeds, with the ability to fetch any feed URL. | No signals yet | No one-command install · Source | |
| 44 | Unranked | mcp-europepmcmcp · search | Enables searching and retrieving biomedical literature from Europe PMC, including articles, abstracts, references, and citations. | No signals yet | No one-command install · Source | |
| 45 | Unranked | pipeworx-io-europepmcmcp · search | Search Europe PubMed Central (Europe PMC) for biomedical literature including peer-reviewed articles, preprints, and full-text content. | No signals yet | No one-command install · Source | |
| 46 | Unranked | pipeworx-io-ebi-olsmcp · search | Searches 250+ biomedical ontologies via the EBI Ontology Lookup Service. | No signals yet | No one-command install · Source | |
| 47 | Unranked | vascue-public-knowledge-searchmcp · search | Search Vascue's public healthcare-operations documentation: AI front desk for clinics, provider-side insurance claims automation, Cliniko integration… | No signals yet | No one-command install · Source | |
| 48 | Unranked | med-lit-mcpmcp · search | Enables searching medical literature, clinical trials, drug information, guidelines, and medical fee schedules directly from Claude, returning only… | No signals yet | No one-command install · Source | |
| 49 | Unranked | medical-mcpmcp · search | This MCP server provides authoritative medical data from FDA, WHO, PubMed, RxNorm, and Google Scholar, enabling drug information lookup, health… | No signals yet | No one-command install · Source | |
| 50 | Unranked | incident-triagemcp · search | An MCP server that helps engineers investigate service incidents using semantic log search, error aggregation, RAG-based diagnosis, and runbook… | No signals yet | No one-command install · Source | |
| 51 | Unranked | medical-ai-assistant-mcpmcp · search | Enables querying medical documents stored in Qdrant using semantic retrieval, allowing users to search PubMed articles through the Model Context… | No signals yet | No one-command install · Source | |
| 52 | Unranked | policy-corpusmcp · search | Read-only MCP server providing 5 tools for hybrid search, clause retrieval, policy versioning, code lookup, and plan rider override queries over a… | No signals yet | No one-command install · Source | |
| 53 | Unranked | healthcare-document-intelligence-mcp-servermcp · search | Enables document search, grounded question answering, summarization, patient timeline extraction, and PHI redaction for healthcare documents using… | No signals yet | No one-command install · Source | |
| 54 | Unranked | bioevidence-mcpmcp · search | Evidence-grounded biomedical retrieval and summarization through the Model Context Protocol, enabling queries for biomedical evidence with… | No signals yet | No one-command install · Source | |
| 55 | Unranked | carechronicle-mcpmcp · search | Enables LLMs to interact with clinical patient records using tools for document ingestion, structured conversion, patient profiling, record listing… | No signals yet | No one-command install · Source | |
| 56 | Unranked | konsiliummcp · search | Enables privacy-first medical document analysis with multi-perspective AI review. Ingest documents, run consilium reviews, generate doctor letters… | No signals yet | No one-command install · Source | |
| 57 | Unranked | career-navigator-mcpmcp · search | Enables career diagnosis by analyzing user skills and recommending suitable professions using Google Gemini and a RAG knowledge base of 10… | No signals yet | No one-command install · Source | |
| 58 | Unranked | papersearchmcp · search | Enables AI coding agents to search academic papers, resolve biomedical entities, mine relations, and traverse citation graphs using Semantic Scholar… | No signals yet | No one-command install · Source | |
| 59 | Unranked | pubmed-clinical-mcpmcp · search | A lightweight MCP server for clinical biomedical literature retrieval, enabling PubMed search, article metadata, full-text access, and evidence… | No signals yet | No one-command install · Source | |
| 60 | Unranked | nih-research-mcp-demomcp · search | Enables interaction with synthetic NIH-style clinical research data through tools for searching publications, querying patient metadata, analyzing AAA… | No signals yet | No one-command install · Source | |
| 61 | Unranked | h2-papersmcp · search | Search PubMed molecular hydrogen medical literature with delivery-aware safety notes. | No signals yet | No one-command install · Source | |
| 62 | Unranked | knows-mcp-servermcp · search | Enables medical evidence retrieval and analysis via AI-powered search and summarization tools. | No signals yet | No one-command install · Source | |
| 63 | Unranked | gh-ansh-bitontree-icd10-cm-medical-codingmcp · search | Provides ICD-10-CM medical coding tools with a RAG pipeline for clinical note analysis. | No signals yet | No one-command install · Source | |
| 64 | Unranked | medplum-mcpmcp · search | Provides access to Medplum FHIR healthcare data, enabling Claude and other MCP clients to read, search, and query FHIR resources from one or more… | No signals yet | No one-command install · Source | |
| 65 | Unranked | biocontextai-knowledgebase-mcpmcp · search | A unified MCP server for biomedical research that connects AI systems to resources like Ensembl, EuropePMC, STRING, and more, enabling retrieval of… | No signals yet | No one-command install · Source | |
| 66 | Unranked | cogstack-mcp-wrappermcp · search | Enables querying and analyzing medical cohorts from CogStack via the Model Context Protocol, supporting SNOMED-CT search, cohort creation, and… | No signals yet | No one-command install · Source | |
| 67 | Unranked | clinical-mcpmcp · search | Enables clinical workflows including search and summarization of synthetic FHIR patient records, PubMed literature search, and HIPAA Safe Harbor… | No signals yet | No commit datelisted | No one-command install · Source |
| 68 | Unranked | olyport-pubmedmcp · search | Search biomedical literature, article details, and MeSH terms from PubMed/MEDLINE. | No signals yet | No commit datelisted | No one-command install · Source |
| 69 | Unranked | pubmed-databaseskill · search | Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed… | No signals yet | No commit datelisted | armory install pubmed-database --cli claude |
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.