pipeworx-pubmedSearch PubMed for biomedical articles by keyword, author, or MeSH term; retrieve article metadata and full abstracts with structured section labels.
Install via ClawdBot CLI:
clawdbot install brucegutman/pipeworx-pubmedGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://gateway.pipeworx.io/pubmed/mcpCalls external URL not in known-safe list
https://gateway.pipeworx.io/pubmed/mcpAI Analysis
The skill's external API call (gateway.pipeworx.io) is explicitly documented and consistent with its stated purpose of accessing PubMed data via NCBI E-utilities. No hidden instructions, credential harvesting, or obfuscation are present, though the endpoint is not on a pre-approved safe list.
Audited Apr 17, 2026 · audit v1.0
Generated May 12, 2026
A pharmaceutical company needs to scan recent publications on a specific disease target. Using 'search_pubmed' with MeSH terms and keywords, they retrieve relevant abstracts and summaries to identify potential compounds or pathways.
A hospital integrates PubMed search into its EHR system. When a physician encounters a rare condition, they can quickly pull metadata and abstracts of latest treatments or clinical guidelines directly from PubMed.
A university researcher uses the skill to gather citations and abstracts for their grant proposal. They search by author name and journal, then get summaries and abstracts to build a comprehensive literature review section.
A biotech startup monitors competitor publications by searching for author names affiliated with rival companies. They collect metadata and abstracts to track emerging trends in gene editing or oncology.
Offer free access to PubMed searches with a daily limit, then charge for higher volume or advanced features like batch export or historical data analysis. Revenue comes from subscription fees.
License the PubMed MCP endpoint to enterprise clients (hospitals, pharma) for integration into their internal tools. Charge per API call or flat annual fee.
Combine PubMed data with internal analytics (e.g., citation networks, trend analysis) and sell reports or dashboards as a premium service. Revenue from report sales or SaaS access.
💬 Integration Tip
No API key required, so you can start using it immediately by adding the MCP server configuration to your client. Note that the public endpoint may have rate limits; consider caching results for repeated queries.
Scored May 12, 2026
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
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