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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 resources for Python development" matching MCP servers:
- AlicenseAqualityAmaintenanceAn MCP server for querying the KEGG bioinformatics database, providing tools, resource templates, and guided prompts for pathways, genes, compounds, and more.343MIT
- 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.
- AlicenseAqualityDmaintenanceEnables bioinformatics analysis through natural language conversations with Claude Desktop, automatically generating and executing Python scripts to produce HTML reports and visualizations.3169MIT
- AlicenseCqualityCmaintenanceExposes a bio-hybrid neuromorphic simulation pipeline (SNN, consciousness proxies, FinalSpark NeuroPlatform) as MCP tools, resources, and prompts for AI assistants like Claude, Cursor, and VS Code.49MIT
- Alicense-qualityDmaintenanceAn MCP server for running local LLMs using llama-cpp-python, with built-in tools for generating drug-like molecule SMILES.3MIT
- 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 unified MCP server for biomedical research that connects AI systems to resources like Ensembl, EuropePMC, STRING, and more, enabling retrieval of verified domain-specific information.Apache 2.0
- Alicense-qualityDmaintenanceProvides access to the ClinicalTrials.gov AACT database, enabling analysis of clinical trial data, tracking development trends, and generating therapeutic landscape insights.18MIT
- Flicense-qualityCmaintenanceEnables interaction with MGnify metagenomics resources and tools through the Model Context Protocol. Provides access to MGnify's API for querying and analyzing metagenomic datasets and related biological information.1
- 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
- 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
- FlicenseAqualityCmaintenanceEnables analysis of bulk RNA-seq data using natural language queries, executing R and Python in a Docker container with automatic sample anonymization and privacy controls.7
- 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
- AlicenseAqualityBmaintenanceMCP server offering verified bioinformatics tools for sequence utilities and statistics, backed by BioPython/scipy. Enables AI agents to perform accurate GC content, translation, ORF finding, motif scanning, and statistical tests through natural language.11MIT
- AlicenseAqualityDmaintenanceAn MCP server that provides tools for searching and fetching protein data from the UniProt database using the unipressed library.2MIT