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  • 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

  • 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.

  • TransBench

    kayomarz97
    F
    license
    A
    quality
    B
    maintenance
    TransBench is a translational research agent that takes free-text clinical observations, decomposes them into biological axes, generates falsifiable hypotheses grounded in PubMed evidence, and designs reproducible computational experiments with concrete datasets for Claude Science.
    3

  • DeepMiro

    kakarot-dev
    A
    license
    A
    quality
    A
    maintenance
    Simulate hundreds of AI agents to predict how communities react to events and policies. Upload any document (PDF, Markdown, text) and DeepMiro spawns a diverse swarm of AI agents that debate, share, and form opinions — then delivers a calibrated prediction report. Free and open-source.
    9
    7
    AGPL 3.0

  • mcp-server-wayback

    lakshyamehta03
    A
    license
    A
    quality
    A
    maintenance
    MCP server for the Internet Archive's Wayback Machine. Search archived snapshots, extract page text from a specific date, track how a site has changed over time, check if broken links are recoverable, and perform research across Internet Archive collections.
    6
    3
    MIT

  • KIPRIS Plus MCP Server

    SilverQ
    F
    license
    A
    quality
    D
    maintenance
    Enables searching and retrieving South Korean intellectual property data via the KIPRIS Plus Open API. Users can perform patent searches, look up bibliographic information, and convert natural language into KIPRIS search queries.
    6
    2

  • insight-blueprint

    etoyama
    A
    license
    B
    quality
    A
    maintenance
    A Python MCP server for hypothesis-driven data analysis, managing analysis designs, data catalogs, and review workflows through Claude Code or any MCP-compatible client.
    18
    MIT

  • Databento MCP

    deepentropy
    A
    license
    B
    quality
    -
    maintenance
    A Model Context Protocol server that provides access to Databento's historical and real-time market data, including trades, OHLCV bars, and order book depth. It enables AI assistants to perform financial data analysis, manage batch jobs, and convert market data between DBN and Parquet formats.
    30

  • leam-opt-mcp

    jacksonnnzzz
    A
    license
    C
    quality
    C
    maintenance
    Enables engineers to convert antenna papers/diagrams and natural language specs into auditable, versionable HFSS Python modeling code, with optional simulation and parametric optimization.
    22
    MIT

  • psychopy-mcp

    hackerunner
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that enables Claude Code/Codex to directly control PsychoPy for designing, running, and analyzing psychology experiments with literature-calibrated paradigms.
    1
    MIT

  • IP-MCP

    kitepon-rgb
    A
    license
    -
    quality
    B
    maintenance
    Enables natural language access to Japanese patent information through the JPO API, allowing users to query patent data directly from Claude Desktop or Claude Code.
    MIT