"Understanding Unstructured Data or Concepts" matching MCP connectors:
Matching Connector Tools:
Structured aquarium, marine, terrarium and paludarium data for AI agents.
Hosted, zero-install MCP for source-provenanced US federal healthcare provider data. Resolve any NPI or CCN across NPPES, OIG LEIE, SAM.gov, state Medicaid exclusions, PECOS, Care Compare, and Open Payments — every field carries a 14-field provenance contract, with an "excluded or compromised anywhere" check on every lookup.
Search PubChem compounds, properties, safety data, bioactivity, and cross-references.
Analyze biomarker panels with an MD-led clinical engine. Guideline-cited. Synthetic data only.
Free CMS enrollment and revalidation evidence with pay-per-result automation and Roster Watch terms.
MCP server for Drosophila neuroscience data from VirtualFlyBrain
Pay-per-call US healthcare data: hospital financials, prices, quality, exclusions, wages.
Hosted MCP server exposing US hospital procedure cost data to AI assistants
Supplement research, biomarker effects, drug interactions, and brand quality data
EBI PRIDE Archive MCP — proteomics (mass-spectrometry) data repository.
Biomedical data: compounds, drug info, and molecular targets
Free oncology data (research, trials, FDA approvals, news) plus IBM MAMMAL biomedical predictions.
Health data: NIH grants, WHO statistics, and genetic variants
UK Health Security Agency (UKHSA) data dashboard MCP — keyless.
ClinicalTrials.gov intelligence — search 400K+ trials by condition, intervention, sponsor, or phase. Get full trial details, eligibility criteria, and aggregate stats.
Biomedical compound and drug intelligence — PubChem compound data (formula, SMILES, structure), OpenFDA drug labels & adverse events, and ChEMBL bioactivity & target data. Built for pharma research and biotech agents.
Public Root Data dental analytics directory for DSOs, dental practices, blog, and FAQ tools.