databasesanalytics-data

BioMCP (Biomedical Database Integration)

genomoncology

by genomoncology

BioMCP integrates ClinicalTrials.gov, PubMed, and MyVariant.info for unified biomedical database access with structured,

Integrates with biomedical databases including ClinicalTrials.gov, PubMed, and MyVariant.info to provide structured access to clinical trials, research articles, and genetic variants with intelligent data rendering and source attribution.

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15+ integrated biomedical databasesSingle binary with unified query grammarBuilt-in guided investigation workflows

best for

  • / Biomedical researchers investigating diseases and treatments
  • / Bioinformatics analysts working with genetic data
  • / Clinical researchers reviewing trials and literature
  • / Drug discovery teams analyzing targets and pathways

capabilities

  • / Search PubMed articles and clinical trials
  • / Query genetic variants from ClinVar and gnomAD
  • / Retrieve gene information from MyGene.info and UniProt
  • / Cross-reference entities across 15+ biomedical databases
  • / Perform gene-set enrichment analysis
  • / Batch query multiple entities in parallel

what it does

Queries biomedical databases like PubMed, ClinicalTrials.gov, and genetic variant databases through a unified command interface. Provides structured access to research articles, clinical trials, genes, variants, drugs, and diseases with cross-referencing capabilities.

about

BioMCP (Biomedical Database Integration) is an official MCP server published by genomoncology that provides AI assistants with tools and capabilities via the Model Context Protocol. BioMCP integrates ClinicalTrials.gov, PubMed, and MyVariant.info for unified biomedical database access with structured, It is categorized under databases, analytics data.

how to install

You can install BioMCP (Biomedical Database Integration) in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.

license

MIT

BioMCP (Biomedical Database Integration) is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.

readme

BioMCP

BioMCP is a single-binary CLI and MCP server for querying biomedical databases. One command grammar, compact markdown output, 12 entities across 15+ data sources.

Install

PyPI tool install

uv tool install biomcp-cli
# or: pip install biomcp-cli

This installs the biomcp binary on your PATH.

Binary install

curl -fsSL https://biomcp.org/install.sh | bash

Install skills

Install guided investigation workflows into your agent directory:

biomcp skill install ~/.claude --force

MCP clients

{
  "mcpServers": {
    "biomcp": {
      "command": "biomcp",
      "args": ["serve"]
    }
  }
}

From source

cargo build --release --locked

Quick start

biomcp health --apis-only            # verify API connectivity
biomcp list                          # show all entities and commands
biomcp list gene                     # show gene-specific filters and examples

Command grammar

search <entity> [filters]    → discovery
get <entity> <id> [sections] → focused detail
<entity> <helper> <id>       → cross-entity pivots
enrich <GENE1,GENE2,...>     → gene-set enrichment
batch <entity> <id1,id2,...> → parallel gets

Entities and sources

EntitySourcesExample
geneMyGene.info, UniProt, Reactome, QuickGO, STRING, CIViCbiomcp get gene BRAF pathways
variantMyVariant.info, ClinVar, gnomAD, CIViC, OncoKB, cBioPortal, GWAS Catalog, AlphaGenomebiomcp get variant "BRAF V600E" clinvar
articlePubMed, PubTator3, Europe PMCbiomcp search article -g BRAF --limit 5
trialClinicalTrials.gov, NCI CTS APIbiomcp search trial -c melanoma -s recruiting
drugMyChem.info, ChEMBL, OpenTargets, Drugs@FDA, CIViCbiomcp get drug pembrolizumab targets
diseaseMonarch Initiative, MONDO, CIViC, OpenTargetsbiomcp get disease "Lynch syndrome" genes
pathwayReactome, g:Profilerbiomcp get pathway R-HSA-5673001 genes
proteinUniProt, InterPro, STRING, PDB/AlphaFoldbiomcp get protein P15056 domains
adverse-eventOpenFDA (FAERS, MAUDE, Recalls)biomcp search adverse-event -d pembrolizumab
pgxCPIC, PharmGKBbiomcp get pgx CYP2D6 recommendations
gwasGWAS Catalogbiomcp search gwas --trait "type 2 diabetes"
phenotypeMonarch Initiative (HPO)biomcp search phenotype "HP:0001250"

Cross-entity helpers

Pivot between related entities without rebuilding filters:

biomcp variant trials "BRAF V600E" --limit 5
biomcp variant articles "BRAF V600E"
biomcp drug adverse-events pembrolizumab
biomcp drug trials pembrolizumab
biomcp disease trials melanoma
biomcp disease drugs melanoma
biomcp disease articles "Lynch syndrome"
biomcp gene trials BRAF
biomcp gene drugs BRAF
biomcp gene articles BRCA1
biomcp gene pathways BRAF
biomcp pathway drugs R-HSA-5673001
biomcp pathway articles R-HSA-5673001
biomcp pathway trials R-HSA-5673001
biomcp protein structures P15056
biomcp article entities 22663011

Gene-set enrichment

biomcp enrich BRAF,KRAS,NRAS --limit 10

Sections and progressive disclosure

Every get command supports selectable sections for focused output:

biomcp get gene BRAF                    # summary card
biomcp get gene BRAF pathways           # add pathway section
biomcp get gene BRAF civic interactions # multiple sections
biomcp get gene BRAF all                # everything

biomcp get variant "BRAF V600E" clinvar population conservation
biomcp get drug pembrolizumab label targets civic approvals
biomcp get disease "Lynch syndrome" genes phenotypes variants
biomcp get trial NCT02576665 eligibility locations outcomes

API keys

Most commands work without credentials. Optional keys improve rate limits:

export NCBI_API_KEY="..."      # PubTator, PMC OA, NCBI ID converter
export OPENFDA_API_KEY="..."   # OpenFDA rate limits
export NCI_API_KEY="..."       # NCI CTS trial search (--source nci)
export ONCOKB_TOKEN="..."      # OncoKB variant helper
export ALPHAGENOME_API_KEY="..." # AlphaGenome variant effect prediction

Multi-worker deployment

BioMCP rate limiting is process-local. For many concurrent workers, run one shared biomcp serve-http endpoint so all workers share a single limiter budget:

biomcp serve-http --host 0.0.0.0 --port 8080

Skills

14 guided investigation workflows are built in:

biomcp skill list
biomcp skill show 03
#SkillFocus
01variant-to-treatmentVariant annotation to treatment options
02drug-investigationDrug mechanism, safety, alternatives
03trial-searchingTrial discovery and patient matching
04rare-diseaseRare disease evidence and trial strategy
05drug-shortagesShortage monitoring and alternatives
06advanced-therapiesCAR-T and checkpoint therapy workflows
07hereditary-cancerHereditary cancer syndrome workup
08resistanceResistance mechanisms and next-line options
09gene-function-lookupGene-centric function and context
10gene-set-analysisEnrichment, pathway, and interaction synthesis
11literature-synthesisEvidence synthesis with cross-entity checks
12pharmacogenomicsPGx gene-drug interactions and dosing
13phenotype-triageSymptom-first rare disease workup
14protein-pathwayProtein structure and pathway deep dive

Ops

biomcp version          # show version and build info
biomcp health           # check all API connectivity
biomcp update           # self-update to latest release
biomcp update --check   # check for updates without installing
biomcp uninstall        # remove biomcp from ~/.local/bin

Documentation

Full documentation at biomcp.org.

License

MIT

FAQ

What is the BioMCP (Biomedical Database Integration) MCP server?
BioMCP (Biomedical Database Integration) is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
How do MCP servers relate to agent skills?
Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
How are reviews shown for BioMCP (Biomedical Database Integration)?
This profile displays 53 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.5 out of 5—verify behavior in your own environment before production use.

Use Cases

Direct Database Queries from AI

Enable Claude to query your database directly using natural language

Example

Ask 'Show me top 10 customers by revenue this month' and get SQL results instantly

Eliminate manual SQL writing for ad-hoc queries, get insights 10x faster

Data Analysis & Reporting

Generate complex reports and analytics without leaving conversation

Example

Analyze sales trends, cohort retention, user behavior patterns conversationally

Democratize data access—non-technical team members can query databases

Schema Exploration

Understand database structure, relationships, and data models

Example

'Explain the user_orders table schema and its relationships'

Onboard engineers faster, explore unfamiliar databases efficiently

Data Validation & Quality Checks

Run data quality queries to catch anomalies and inconsistencies

Example

Find duplicate records, missing values, orphaned foreign keys automatically

Maintain data integrity with less manual SQL work

Implementation Guide

Prerequisites

  • Claude Desktop 0.7.0+ or Cursor with MCP support
  • Database credentials (read-only recommended for safety)
  • Network access from Claude client to database
  • Understanding of database security and access control

Time Estimate

15-30 minutes including configuration and testing

Installation Steps

  1. 1.Install MCP server: npm install -g @modelcontextprotocol/server-[name]
  2. 2.Configure database connection in Claude Desktop config (~/.claude/mcp.json)
  3. 3.Provide connection string: host, port, database, username, password
  4. 4.Restart Claude Desktop to load MCP server
  5. 5.Test connection: 'List all tables in database'
  6. 6.Run simple query: 'Show me 5 rows from users table'
  7. 7.Verify results and permissions are correct
  8. 8.Document query patterns for team use

Troubleshooting

  • Connection refused: Check database is running and network accessible
  • Authentication failed: Verify credentials, check user permissions
  • Claude can't see tables: Grant appropriate read permissions to database user
  • Slow queries: Add indexes, limit result set size, use read replicas
  • MCP server not loading: Check config syntax, restart Claude Desktop

Best Practices

✓ Do

  • +Use read-only database credentials to prevent accidental writes
  • +Connect to read replica, not production primary database
  • +Set query timeout limits to prevent long-running queries
  • +Document database schema and common queries for AI context
  • +Monitor query performance and optimize slow queries
  • +Use connection pooling for better performance
  • +Test with non-production data first

✗ Don't

  • Don't use production write credentials—risk of data corruption
  • Don't query production database during peak traffic hours
  • Don't expose sensitive PII without proper access controls
  • Don't skip query result validation—AI can misinterpret schema
  • Don't allow unlimited result set sizes—set LIMIT clauses
  • Don't share database credentials in plain text config files

💡 Pro Tips

  • Create database views for common queries to simplify AI access
  • Add schema comments/descriptions so AI understands column meanings
  • Use semantic table/column names ('customer_lifetime_value' not 'clv')
  • Set up query logging to audit what Claude is querying
  • Create saved query templates for recurring analysis
  • Combine with data visualization tools for better insights

Technical Details

Architecture

MCP server acts as bridge between Claude and database, translating natural language to SQL queries and returning results in structured format.

Protocols

  • Model Context Protocol (MCP)
  • Database-specific protocols (PostgreSQL, MySQL, MongoDB)

Compatibility

  • PostgreSQL
  • MySQL
  • SQLite
  • MongoDB
  • Redis

When to Use This

✓ Use When

Use for ad-hoc data queries, exploratory analysis, report generation, schema exploration, and democratizing data access. Best for read-heavy analytics workloads.

✗ Avoid When

Avoid for production write operations, mission-critical transactions, real-time OLTP workloads, or when database contains sensitive PII without proper access controls. Use read replicas, not primary.

Integration

  • Read replica connection for analytics queries
  • Database view layer to abstract complex joins
  • Query result caching for repeated questions
  • Audit logging of all AI-generated queries

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.

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Ratings

4.553 reviews
  • Dhruvi Jain· Dec 24, 2024

    BioMCP (Biomedical Database Integration) is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.

  • Nia Harris· Dec 24, 2024

    BioMCP (Biomedical Database Integration) has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.

  • Isabella Thomas· Dec 20, 2024

    BioMCP (Biomedical Database Integration) is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.

  • Liam Thomas· Dec 20, 2024

    We evaluated BioMCP (Biomedical Database Integration) against two servers with overlapping tools; this profile had the clearer scope statement.

  • Aisha Mehta· Dec 16, 2024

    BioMCP (Biomedical Database Integration) reduced integration guesswork — categories and install configs on the listing matched the upstream repo.

  • Anaya Ndlovu· Dec 12, 2024

    I recommend BioMCP (Biomedical Database Integration) for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.

  • Oshnikdeep· Nov 15, 2024

    BioMCP (Biomedical Database Integration) is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.

  • Liam Brown· Nov 15, 2024

    Strong directory entry: BioMCP (Biomedical Database Integration) surfaces stars and publisher context so we could sanity-check maintenance before adopting.

  • Liam Chen· Nov 11, 2024

    BioMCP (Biomedical Database Integration) is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.

  • Olivia Malhotra· Nov 11, 2024

    We wired BioMCP (Biomedical Database Integration) into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.

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