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"How to run Python code" matching MCP servers:
- AlicenseAqualityAmaintenanceVerified ICD-10-CM code lookup & validation for AI agents — official descriptions, not guesses.3541Apache 2.0
- 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
- AlicenseAqualityDmaintenanceMCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM diagnoses, search 74,000+ codes, and de-identify PHI via the AutoICD API.641MIT
- FlicenseAqualityBmaintenanceA Claude Code extension that embeds a senior athenahealth integration engineer in your development workflow, proactively catching data loss bugs and guiding safe DataView queries and API integrations.121
- AlicenseAqualityDmaintenanceProvides AI agents access to Medicare coverage policies, prior authorization requirements, and medical code lookups (CPT, HCPCS, ICD-10, NDC) through the Verity healthcare API.8101MIT
- AlicenseAqualityAmaintenanceAn MCP server for querying the KEGG bioinformatics database, providing tools, resource templates, and guided prompts for pathways, genes, compounds, and more.343MIT
- AlicenseAqualityAmaintenanceA stateless, deterministic Bio-Robotics Core Engine converting biological data (UniProt API) to G-code.46MIT
- AlicenseAqualityAmaintenanceAn MCP server that gives AI assistants conversational access to MNE-Python for analyzing neurophysiology data (EEG, MEG, sEEG, ECoG, fNIRS). Enables plain-language analysis pipelines, from loading recordings to generating figures and explanations.397MIT
- AlicenseAqualityDmaintenanceEnables bioinformatics analysis through natural language conversations with Claude Desktop, automatically generating and executing Python scripts to produce HTML reports and visualizations.3169MIT
- AlicenseAqualityBmaintenanceA high-performance MCP server that gives LLMs access to 25 biomedical tools federated across 50+ upstream APIs for genes, variants, drugs, diseases, literature, clinical trials, and structural biology.25412MIT
- FlicenseAqualityCmaintenanceMCP server for controlling Opentrons robots (OT-2/Flex) via HTTP API v2 and Python Protocol API, enabling protocol validation, upload and execution, status monitoring, run control, and documentation search.6
- FlicenseAqualityCmaintenanceExposes each stage of the Champollion sulcal embedding pipeline as MCP tools, enabling agents to run, monitor, and debug the pipeline without manual shell commands.17
- FlicenseAqualityDmaintenanceEnables access to a synthetic hospital dataset through MCP, supporting SSE and STDIO transports, deployable to IBM Cloud Code Engine.8

FHIRfly MCP Serverofficial
Alicense-qualityBmaintenanceMCP server for connecting Claude Desktop to FHIRfly healthcare reference data APIs, enabling lookup of drugs, providers, clinical codes, and more.222MIT- 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

snowstorm-mcp-serverofficial
Alicense-qualityBmaintenanceEnables AI assistants to look up, search, validate, navigate hierarchies, and expand value sets for SNOMED CT clinical terminology through the Model Context Protocol.7Apache 2.0
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 access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying drug targets, ligands, and pharmacological data without API keys.10MIT
- Alicense-qualityCmaintenanceEnables AI agents to control RELION 5.x cryo-EM structure determination software through natural language, providing 23 tools for the complete single-particle analysis pipeline.2MIT