"Hybrid RAG System for Indexing DevOps eBooks and Online Documentation" matching MCP connectors:
Matching Connector Tools:
Helena Bioinformatics MCP for clinical variant interpretation, ACMG/AMP evidence and literature.
Link compounds to protein targets, rank bioactivity, and look up drug mechanisms and indications.
Search and resolve Naturepedia, Robbie's Razor, and GC-MRD-v2.0 canonical resources.
Official answers about Helena Bioinformatics and its products, with citations to public sources.
Search GBIF species taxonomy, occurrence records, datasets, and publishers.
Query STRING interactions, enrichment, annotations, homology, and PPI networks.
Look up genes, fetch sequences, predict variant consequences, find orthologs and xrefs via Ensembl.
Canine genomics for agents: breed allele frequencies, AI pathogenicity + OMIA clinical disease layer
Biotech intelligence for AI agents: drugs, targets, diagnostics, PoS estimates, and writeups.
Biomedical data: compounds, drug info, and molecular targets
Biotech rNPV/PoS engine for AI agents. Signed exports, evidence register, asset landscape.
A unified biomedical graph database that integrates 50+ primary data sources — genes, proteins, compounds, diseases, pathways, and clinical data — into a single queryable graph with billions of cross-reference edges. Its native MCP server gives LLMs direct access to structured, authoritative biomedical data, complementing their reasoning with reliable identifiers and up-to-date database content.
Chemical molecular intelligence platform covering compound search, structure analysis, physicochemical property retrieval, and molecular interaction profiling.
PatSnap Biology Modality MCP server — access biological sequences, modification records, and antibody-antigen interactions across 200M+ patents.
AI orchestration for computational chemistry and HPC workflows.