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qualityD
maintenanceFramework for building bioengineering automation tools that AI assistants can call via the Model Context Protocol, handling server registration and tool discovery automatically.
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"Understanding Optimized Routing and Orchestrated Call Strategies" matching MCP servers:
- AlicenseAqualityDmaintenanceA Model Context Protocol server that interfaces with Biomart databases, allowing models to discover biological datasets, explore attributes/filters, retrieve biological data, and translate between different biological identifiers.88MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to query the Ubergraph biomedical ontology SPARQL endpoint with tools for custom SPARQL queries, term lookup, search, and hierarchy traversal.4MIT
- AlicenseAqualityAmaintenanceProvides LLMs with structured access to critical biomedical databases including PubTator3 (PubMed/PMC), ClinicalTrials.gov, and MyVariant.info through the Model Context Protocol.35596MIT
- FlicenseAqualityDmaintenanceLeverages large language models to analyze users' WeGene genetic testing reports, providing access to report data via custom URI schemes and enabling profile and report management through OAuth authentication and API utilization.44
- AlicenseBqualityDmaintenanceServer to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.147MIT
- FlicenseBqualityDmaintenanceEnables AI assistants to query genetic variant data, gene constraints, and population genetics information from the gnomAD (Genome Aggregation Database) through its GraphQL API. Supports searching for genes and variants, retrieving constraint scores, analyzing population frequencies, and accessing genomic coverage data.910
- FlicenseBqualityDmaintenanceA Model Context Protocol server that enhances language models with protein structure analysis capabilities, enabling detailed active site analysis and disease-related protein searches through established protein databases.218
Cytoscape MCP Serverofficial
Alicense-qualityAmaintenanceAn embedded MCP server for Cytoscape Desktop that lets AI agents load networks, set active views, and control the desktop application over HTTP.6BSD 3-Clause
sniff-mcpofficial
Alicense-qualityBmaintenanceAgent-callable canine genomics API providing breed-stratified allele frequencies, pathogenicity predictions, and variant-gene-breed-disease knowledge graph for dog DNA.MIT- Alicense-qualityDmaintenanceBridge any AI coding assistant directly to GenePattern — run bioinformatics modules, manage cloud jobs, and stream results, all through natural language.2BSD 3-Clause
galaxy-mcpofficial
Alicense-qualityAmaintenanceMCP server for interacting with Galaxy bioinformatics platform, enabling AI assistants to connect to Galaxy instances, search and execute tools, manage workflows, and access other features.37MIT- Alicense-qualityCmaintenanceEnables querying the gnomAD genome aggregation database for variant, gene, and region information.9MIT
- Alicense-qualityDmaintenanceEnables molecular generation, optimization, and analysis through NVIDIA MolMIM API. Supports generating drug-like molecules with desired properties, extracting molecular embeddings, and exploring chemical space around seed molecules.MIT
- Alicense-qualityCmaintenanceMCP-native scientific skills for reproducible computational biology and AI-driven drug-discovery workflows. It combines deterministic scientific tools with an MCP server to give AI agents real computational capabilities.Apache 2.0
- Alicense-qualityDmaintenanceProvides access to BioThings.io APIs for comprehensive gene and variant annotations, enabling seamless integration of biological data into workflows.1,1886MIT
- Alicense-qualityCmaintenanceMCP server for querying the GWAS Catalog (EBI/NHGRI), a curated catalog of genome-wide association studies. It enables AI agents to search and retrieve study data via natural language or direct tool calls.4MIT
- Alicense-qualityBmaintenanceExposes pipen bioinformatics pipelines as MCP tools, allowing AI assistants to discover and run complex workflows through a progressive disclosure interface.1MIT
- Alicense-qualityCmaintenanceEnables AI agents to query the PomBase fission yeast model-organism database for genetic and molecular data through the Pipeworx MCP gateway.4MIT
- Alicense-qualityBmaintenanceEnables LLM agents to design proteins, predict structures, score interfaces, and run molecular dynamics simulations through a unified interface.1Apache 2.0
