biomcp-server
SkillDev toolsDeploy and operate the BioMCP server so MCP-compatible clients (Claude Desktop, LobeChat, etc.) can query biomedical databases via a single standardized interface.
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
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About this skill
The largest open-source medical AI skills library for OpenClaw🦞.
What this skill tells your AI
The instructions your AI receives, as published by freedomintelligence/openclaw-medical-skills in skills/biomcp-server/SKILL.md and read by ahel’s review.
name: biomcp-server description: MCP bio bridge keywords:
- MCP
- PubMed
- ClinicalTrials
- server
- uv measurable_outcome: Stand up a working BioMCP endpoint (pip or uv) and return ≥1 PubMed + ≥1 ClinicalTrials.gov response to the client within 10 minutes. license: MIT metadata: author: BioMCP Team version: "1.0.0" compatibility:
- system: MCP-compliant clients allowed-tools:
- web_fetch
BioMCP Server
Deploy and operate the BioMCP server so MCP-compatible clients (Claude Desktop, LobeChat, etc.) can query biomedical databases via a single standardized interface.
When to Use
- Unified literature search (PubMed/PMC) inside MCP clients.
- Entity normalization via PubTator3 or genomic variant lookups.
- ClinicalTrials.gov queries without bespoke API wrappers.
Core Capabilities
- PubMed/PMC search: Execute complex literature queries.
- PubTator3 annotations: Map text to genes, diseases, chemicals, species.
- ClinicalTrials.gov: Retrieve trial metadata/protocols.
- Genomic variant lookups: Fetch variant/gene summaries from connected sources.
Deployment Workflow
- Install deps:
cd repo && uv sync(preferred) orpip install .. - Run server:
python -m biomcp.serverormake run; Docker Compose provided. - Configure client: Add command/args snippet from
README.mdinto MCP client config (Claude Desktop, BioKernel, etc.). - Test tools: Invoke PubMed + ClinicalTrials + variant endpoints to ensure connectivity.
- Monitor: Capture logs, rate-limit statuses, and data-source versions for audit.
Guardrails
- Keep API keys/env secrets outside the repo.
- Respect upstream rate limits to avoid throttling or bans.
- Document which data sources are enabled per deployment and update when they change.
References
- Source repo + configuration examples in
README.md,repo/docker-compose.yml, andrepo/Makefile.
Signals
- GitHub stars
- 3k
- Forks
- 412
- Last commit
- Jul 2026
ahel review
K1binfo
installs-packagesK1binfo
installs-packages (in repo/src/biomcp/cli/health.py)K1binfo
installs-packages (in repo/src/biomcp/cli/server.py)
Automated review, not a security audit. Ruleset v1+k2.
Advanced
- Item type
- skill
- Key
biomcp-server- Source
- github.com/freedomintelligence/openclaw-medical-skills
github.com/freedomintelligence/openclaw-medical-skills
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