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  • AI-Scholarly-Mode

    adarshrkumar
    F
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to search and retrieve peer-reviewed academic articles exclusively from Springer Nature's open access collection. It provides a specialized mode for research-driven conversations, allowing users to toggle scholarly-only search and fetch full article content.
    Last updated
    1

  • GetABrain🧠 | Live Human-in

    Guitarmaniac24
    A
    license
    A
    quality
    B
    maintenance
    Real human judgment as agent tools -- an AI agent can ask a question and get back a structured, schema-validated JSON answer from a real quality-scored human. 16 response types (yes/no, ratings, rankings, A/B tests, sentiment, image/video/audio review, voice/video/photo capture). Fully programmatic signup with a $5 free trial credit, no card required.
    Last updated
    7
    251
    MIT

  • bcs-mcp

    human-turn
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to interact with BCS brokerage accounts for portfolio viewing, quotes, order book, candles, position analysis, and rebalancing planning using natural language, with read-only mode by default and optional trade execution with confirmation.
    Last updated
    15
    426
    Apache 2.0

  • plr-mcp

    di-omics
    A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server for PyLabRobot that exposes liquid handler, plate reader, thermocycler, and heater-shaker as MCP tools. It ships in simulation mode by default, allowing end-to-end testing without hardware.
    Last updated
    10
    MIT

  • CONTAM MCP

    summer521521
    A
    license
    A
    quality
    C
    maintenance
    A Windows-based MCP server that exposes NIST's CONTAM simulation tools and ContamX bridge-mode controls to AI agents. It enables automated airflow and contaminant transport modeling, including project inspection, simulation execution, and real-time bridge session management.
    Last updated
    15
    1
    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.
    Last updated
    26
    5
    MIT
  • hicar-mcp by HICAR-Model

    hicar-mcpofficial

    HICAR-Model
    A
    license
    B
    quality
    C
    maintenance
    Provides AI assistants with structured, authoritative knowledge of the HICAR atmospheric model, including namelist options, physics schemes, output variables, documentation, and source code.
    Last updated
    24
    GPL 3.0

  • AlphaGenome MCP Server

    taehojo
    A
    license
    B
    quality
    D
    maintenance
    Enables AI-powered genomic variant analysis including variant impact prediction, regulatory element discovery, and batch variant scoring. Currently operates in mock mode as a proof-of-concept awaiting the public release of Google DeepMind's AlphaGenome API.
    Last updated
    20
    14
    2
    MIT
  • CMR Model Context Protocol by podaac

    CMR Model Context Protocolofficial

    podaac
    F
    license
    B
    quality
    F
    maintenance
    An MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.
    Last updated
    1
    4

  • SWMM-MCP

    kLabUM
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that provides a toolbox for interacting with EPA SWMM stormwater models, enabling users to analyze model data and interpret results through LLM-driven tools. It assists stormwater modelers in understanding hydraulic systems and modeling behavior using natural language interfaces.
    Last updated
    18
    6
    MIT

  • GOD MODE INTEL MCP Server

    johnrippy1980
    A
    license
    -
    quality
    D
    maintenance
    A comprehensive B2B intelligence server providing over 48 tools for lead generation, company research, and sales automation via the Model Context Protocol. It enables AI-powered prospect discovery, enrichment, and competitive analysis through seamless integrations with Make.com, Claude Desktop, and Apify.
    Last updated
    2
    MIT