15,966 servers. Updated 2026-09-04 01:21

"Understanding Vector Search" matching MCP connectors:

uniprot-mcp-server A
io.github.cyanheads
Protein research over UniProtKB — search by function, fetch curated records, map IDs, proteomes.
Bioinformatics Biology & Medicine
611
Noodle Biomedical Literature Discovery MCP A
io.github.helena-bioinformatics
Search biomedical papers, inspect publication records, and traverse citation or semantic graphs.
Biology & Medicine Search Bioinformatics
71
gbif-biodiversity-mcp-server A
io.github.cyanheads
Search GBIF species taxonomy, occurrence records, datasets, and publishers.
Bioinformatics Open Data Research & Data
1321
Naturepedia Canonical Discovery A
com.robbiegeorgephotography
Search and resolve Naturepedia, Robbie's Razor, and GC-MRD-v2.0 canonical resources.
Search Research & Data Bioinformatics
31
PatSnap Chemical Molecular
com.patsnap.connect
Chemical molecular intelligence platform covering compound search, structure analysis, physicochemical property retrieval, and molecular interaction profiling.
Bioinformatics AI & Machine Learning
2