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maintenanceProvides a collection of MCP servers for computational chemistry tasks including molecular generation and retrosynthesis. Also offers property prediction and molecule pricing capabilities.
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"Tools and techniques for analyzing and manipulating databases" matching MCP servers:
- Alicense-qualityDmaintenanceEnables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.MIT
- Alicense-qualityDmaintenanceA specialized MCP server for Metal-Organic Framework research that provides tools for database searching, structural optimization, and energy calculations via ASE. It enables scientific workflows by allowing users to interact with MOF data and perform chemical simulations through a standard SSE interface.MIT
- Alicense-qualityCmaintenanceEnables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with filtering by resolution, keyword, and cross-referencing between the two databases.MIT
- -license-quality-maintenanceThis server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
- 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
- AlicenseAqualityAmaintenanceProvides LLMs with structured access to critical biomedical databases including PubTator3 (PubMed/PMC), ClinicalTrials.gov, and MyVariant.info through the Model Context Protocol.35596MIT
- AlicenseAqualityDmaintenanceA bioinformatics MCP server that connects AI clients to over 30 life science databases and 32 curated tools for research, drug discovery, and clinical analysis.321MIT
- FlicenseBqualityCmaintenanceEnables protein structure and sequence searches using FoldSeek, with support for multiple databases, automatic model downloads, and structured job management.5
- 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
- AlicenseCqualityFmaintenanceProvides AI-powered access to major biological databases for GWAS and bioinformatics research. Enables natural language queries for protein, gene, variant, pathway, and drug discovery analysis.441MIT
- Alicense-qualityCmaintenanceConnects to NCBI E-utilities for searching, fetching, and linking biological data across Entrez databases.7MIT
- Alicense-qualityDmaintenanceAn MCP server that provides access to the Kyoto Encyclopedia of Genes and Genomes (KEGG) database, offering 30 tools for searching and analyzing biological data like pathways, genes, and compounds. It supports integration with LangChain and Ollama to enable LLMs to interact with comprehensive genomic and chemical datasets.8MIT
- Alicense-qualityAmaintenanceBioMCP is an open-source MCP server that connects any AI assistant to 15 open bioinformatics databases with zero configuration. It provides 23 tools for literature, sequences, BLAST, structures, enrichment, annotations, genomes, interactions, variants, domains, compounds, and single-cell data.1MIT
- Alicense-qualityDmaintenanceEnables AI agents to query clinical genomics databases, retrieve supporting literature, analyze population genetics, and visualize biological pathways.22MIT
- Alicense-qualityCmaintenanceUnified MCP server providing AI-agent-ready access to AlphaFold, PubMed, ChEMBL, Ensembl, and 37+ scientific databases.MIT
- Alicense-qualityFmaintenanceExecutes SPARQL queries against biological and biomedical RDF databases from the RDF Portal, with additional REST API integrations for bioinformatics resources.1MIT
- Alicense-qualityDmaintenanceA server providing access to NCBI E-utilities API for searching and retrieving data from databases like PubMed, Protein, and Nucleotide.MIT
- Alicense-qualityAmaintenanceSearch UniProtKB by protein function, fetch curated records, map IDs across databases, and pull reference proteomes, taxonomy, and sequences via MCP. Supports both STDIO and Streamable HTTP transports.661Apache 2.0
- Flicense-qualityDmaintenanceEnables natural language querying and analysis of KEGG biological databases, including pathways, genes, compounds, reactions, diseases, and drugs.11