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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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"Resources or tools for conducting a code review" matching MCP servers:
- 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
- AlicenseAqualityCmaintenanceEnables genomic sequence analysis through the Evo 2 model, supporting DNA sequence scoring, embedding, generation, and variant effect prediction with multiple model checkpoints (7B, 40B, 1B parameters).62LGPL 3.0
- AlicenseAqualityCmaintenanceEnables variant annotation and effect prediction using the Ensembl VEP API, with support for batch and single queries.91MIT
- 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-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.
- 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-qualityAmaintenancePublic MCP endpoint for Adverse Outcome Pathway (AOP) discovery, scientific review, and draft-to-publication workflows.5Apache 2.0
- 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-qualityAmaintenanceResolve one supported GRCh38 germline variant and return structured, source-backed ACMG/AMP evidence with provenance and explicit limitations. The public server is read-only and intended for professional review.Apache 2.0
- Alicense-qualityCmaintenanceAn MCP server that enables scRNA-Seq analysis through natural language, providing tools for data preprocessing, clustering, and biological visualization. It supports both predefined function execution and a flexible code mode powered by a Jupyter backend for automated single-cell transcriptomics workflows.15BSD 3-Clause
- 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-qualityCmaintenanceMCP server for querying the EBI PRIDE Archive, a proteomics (mass-spectrometry) data repository, through natural language or direct tool calls.5MIT
- 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-qualityDmaintenanceEnables 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
- FlicenseAqualityDmaintenanceEnables AI assistants to clean PDB structures and run initial-stage energy relaxation for biomolecular modeling. It provides a structured workflow for preparing structures before production molecular dynamics or coarse-graining pipelines.9
- AlicenseAqualityAmaintenanceA bridge connecting AI agents to NCBI's PubMed database through the Model Context Protocol, enabling seamless searching, retrieval, and analysis of biomedical literature and data.113,327134Apache 2.0