Install payload
Install payload is broadly covered in current results.
100% (3/3)
Select entries to compare install and trust signals side by side.
3 results in this view
1 trust signal differs in this sample: Submitter
Signals differ on Submitter — add entries to compare before you install.
Rollout signal scan
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
Install payload
Install payload is broadly covered in current results.
100% (3/3)
Most at-risk entries in this view
Adoption queue
1/3 visible results are in hold tier and need mitigation before adoption.
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/biomcp · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/paper-search-mcp-server · trust review · confidence 67%
2 blockers: Metadata review, Safety notes
24/100
Request metadata review from maintainers or internal owners.
Capture safety notes with misuse/guardrail guidance.
Document privacy posture and data handling expectations.
agents/life-sciences-research-specialist · trust review · confidence 33%
Decision confidence
1/3 results are low-confidence and need review before adoption.
Address Metadata review, Package integrity before broader rollout.
54/100
mcp/biomcp · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
mcp/paper-search-mcp-server · trust review
Hold adoption until Metadata review, Safety notes are resolved.
28/100
agents/life-sciences-research-specialist · trust review
Freshness distribution
Median age 46 days; 2 fresh, 1 aging or stale of 3 scanned.
Oldest entries in this view
Theme distribution
67% of this view shares the top theme. Leading themes: biomedical, research, academia.
13 distinct themes across 3 scanned
Biomedical MCP server and CLI for searching genes, variants, articles, clinical trials, drugs, diseases, pathways, proteins, adverse events, pharmacogenomics, GWAS, phenotypes, and local study datasets.
Python MCP server and CLI for searching, deduplicating, downloading, and reading academic papers across open and public sources such as arXiv, PubMed, bioRxiv, Semantic Scholar, OpenAlex, CORE, Europe PMC, Zenodo, HAL, and more.
A Claude agent persona for biomedical research with Claude for Life Sciences: literature review and citation, hypothesis generation, protocol drafting, genomic data analysis, and connectors like PubMed and Benchling.