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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 for Efficient Diff Editing, Patching, and File System Operations" matching MCP servers:
- Alicense-qualityCmaintenanceProvides GPU-accelerated scientific computing capabilities including symbolic mathematics, quantum wave mechanics simulations, molecular dynamics, and neural network training through four specialized MCP servers.2MIT
- 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.
- AlicenseAqualityDmaintenanceProvides an MCP interface to the ROBOT command-line tool for OWL ontology editing, enabling operations like merging, reasoning, and conversion via natural language.261BSD 2-Clause "Simplified"
- AlicenseAqualityDmaintenanceEnables natural language control of UCSF ChimeraX for protein structure visualization, editing, and analysis through MCP clients.393MIT
- Flicense-qualityCmaintenanceEnables Claude Code to interact with a TACC or SLURM HPC cluster for bioinformatics pipelines, allowing job management, log reading, file browsing, remote script execution, and job submission through natural language.
- Flicense-qualityDmaintenanceProvides comprehensive access to the NCBI Datasets API, enabling genomic, taxonomic, and biological data operations through 31 specialized tools.16
- Flicense-qualityAmaintenanceManages local protein experiments with a Flask backend and SQLite, offering tools for protein library management, Beer-Lambert concentration calculations, BLI dilution planning, and experiment archiving. It provides 7 MCP tools for AI assistants like Claude to interact with the system.
- AlicenseAqualityAmaintenanceAn MCP server that grounds protein research in the UniProt SPARQL endpoint, providing tools for querying proteins, sequences, variants, diseases, and more via intent-named tools and raw SPARQL.15MIT
- AlicenseAqualityAmaintenanceGrounds gene-nomenclature work in the HUGO Gene Nomenclature Committee (HGNC) dataset, enabling resolution of gene symbols and IDs to canonical HGNC identifiers, plus cross-references and batch operations.9MIT
- AlicenseAqualityCmaintenanceMCP server exposing REINVENT4 generative molecular-design operations as validated, LLM-callable tools for drug discovery, including sampling, transfer learning, reinforcement learning, and molecular analysis.13Apache 2.0
- AlicenseAqualityAmaintenanceEnables querying of per-residue missense tolerance, Pfam domain annotations, and variant counts for human transcripts by wrapping the MetaDome web service. Provides MCP tools for resolving transcripts, requesting tolerance landscapes, and identifying constrained regions.11MIT
- AlicenseAqualityDmaintenanceEnables AI-assisted molecular biology experiment design with tools for qPCR primer design, cloning strategy optimization, TaqMan probe design, and multiplex compatibility analysis.61MIT
- AlicenseAqualityAmaintenanceProvides local DNA/RNA sequence analysis tools (composition, reverse complement, translation, ORF enumeration, motif scanning) via MCP for agent workflows.5MIT
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AlicenseAqualityCmaintenanceEnables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) through the Barista API. Supports model creation, individual and fact management, evidence addition, and causal pathway construction for biological knowledge representation.18BSD 3-Clause- AlicenseAqualityDmaintenanceAn MCP server that provides tools for searching and fetching protein data from the UniProt database using the unipressed library.2MIT
- AlicenseAqualityAmaintenanceAn MCP server for querying the KEGG bioinformatics database, providing tools, resource templates, and guided prompts for pathways, genes, compounds, and more.343MIT