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"Setting up Minecraft (MCP) servers with Python and Visual Studio Code" matching MCP servers:

  • mcp-altair-studio

    alan4041207
    F
    license
    A
    quality
    B
    maintenance
    MCP server that enables Claude to control Altair AI Studio for data mining and machine learning tasks, including data import, cleaning, transformation, model training, clustering, association rules, and executing saved processes.
    18
  • The Mine Works MCP servers by themineworks

    The Mine Works MCP serversofficial

    themineworks
    A
    license
    -
    quality
    C
    maintenance
    Seven remote MCP servers exposing 51 published Apify scrapers as agent tools: company diligence, social listening, recruiting, real estate, lead generation, e-commerce and academic research. Billed per result, and a call that returns nothing is never charged.
    MIT

  • cst-studio-mcp

    ismailakdag
    A
    license
    -
    quality
    C
    maintenance
    Python-first MCP server for CST Studio Suite (2024–2026) that lets AI assistants drive CST from Windows: open projects, build geometry, set materials and ports, run solvers, read S-parameters and farfield metrics, and generate design reports.
    1
    MIT

  • spss-studio-mcp

    flupke91
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to drive IBM SPSS Statistics for statistical analysis and publication-quality chart generation through natural language, returning structured results and ensuring safe execution.
    51
    MIT

  • materials-studio-mcp-moc

    christopher2lllp3t-cell
    F
    license
    C
    quality
    B
    maintenance
    MCP server for BIOVIA Materials Studio 2023 on Windows, providing controlled preparation of Forcite and CASTEP inputs, model building, and LAMMPS/VMD pre-processing with reproducible, auditable workflows and strict scientific boundaries.
    53

  • Papers with Code MCP Server

    philglazer
    F
    license
    -
    quality
    -
    maintenance
    Enables searching and discovering machine learning papers, state-of-the-art benchmarks, tasks, datasets, methods, and leaderboards from Papers with Code. Supports mapping papers to their benchmark results and browsing evaluation tables.
  • dag-studio-mcp by Black-Swan-Causal-Labs

    dag-studio-mcpofficial

    Black-Swan-Causal-Labs
    A
    license
    A
    quality
    B
    maintenance
    MCP server for the DAG Studio causal-inference engine, enabling AI agents to construct, analyze, and validate causal directed acyclic graphs (DAGs) through tools for analysis, data simulation, and code generation.
    9
    Apache 2.0

  • Asta MCP Servers

    maxwellsdm1867
    A
    license
    -
    quality
    -
    maintenance
    Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to manage local document collections and perform deep literature searches. It supports automated report generation, PDF text extraction, and research hypothesis synthesis.

  • Christensen MCP Server

    m2ai-mcp-servers
    A
    license
    A
    quality
    D
    maintenance
    A strategic advisory agent that applies Clayton Christensen's frameworks, such as Jobs-to-Be-Done and Disruption Theory, to analyze business decisions. It enables users to evaluate organizational capabilities, explore historical case studies, and receive theory-grounded strategic insights.
    3
    36
    2
    MIT

  • Formula One MCP Server

    Machine-To-Machine
    A
    license
    A
    quality
    C
    maintenance
    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    8
    2
    MIT
  • Code Ocean MCP Server by codeocean

    Code Ocean MCP Serverofficial

    codeocean
    A
    license
    B
    quality
    D
    maintenance
    Provides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.
    26
    5
    MIT

  • Model Context Protocol Python

    vnkishortech
    F
    license
    -
    quality
    D
    maintenance
    A Python implementation of the Model Context Protocol (MCP) server that enables searching and extracting information from arXiv papers, designed to be extensible with additional MCP tools.

  • Biolink MCP Server

    ag2-mcp-servers
    F
    license
    -
    quality
    D
    maintenance
    An MCP server that provides access to Monarch Initiative's biomedical data through the Biolink API, enabling agents to query biological entities, associations, and knowledge graphs using natural language.

  • Jupyter MCP Server

    block
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to interact with Jupyter notebooks via MCP tools for querying, modifying, executing, and setting up notebooks, with state preservation and real-time collaboration.
    4
    44
    Apache 2.0

  • DebtStack MCP Server

    debtstack-ai
    A
    license
    A
    quality
    D
    maintenance
    Provides AI agents with real-time access to corporate credit data, including debt structures, bond pricing, and guarantor chains extracted from SEC filings. It enables complex financial analysis such as screening companies by leverage, tracing corporate hierarchies, and searching covenant language.
    8
    2
    Apache 2.0