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  • mcp-airq-cloud

    CorantGmbH
    A
    license
    -
    quality
    B
    maintenance
    MCP server for the air-Q Cloud API, enabling remote retrieval of air quality sensor data and historical analysis through read-only tools like listing devices, fetching readings, and exporting charts or data.
    Last updated
    Apache 2.0

  • MCP Materials Server

    HeshamFS
    A
    license
    A
    quality
    D
    maintenance
    Provides AI assistants with access to materials science databases, enabling search and analysis of material properties, crystal structures, phase diagrams, and elastic properties through the Materials Project API.
    Last updated
    10
    1
    MIT
  • carbonstop-mcp by carbonstop-hub

    carbonstop-mcpofficial

    carbonstop-hub
    A
    license
    B
    quality
    C
    maintenance
    MCP server enabling AI assistants to automatically perform carbon footprint modeling, product queries, and emission analysis via the Carbonstop Cloud API.
    Last updated
    8
    17
    MIT
  • Oceanum MCP by oceanum-io

    Oceanum MCPofficial

    oceanum-io
    A
    license
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    quality
    A
    maintenance
    Enables AI assistants to search, query, and manage ocean/environmental datasets from the Oceanum platform, and to read, write, and delete files in Oceanum cloud storage.
    Last updated
    1
    MIT
  • bio-mcp-evo2 by bio-mcp

    bio-mcp-evo2official

    bio-mcp
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that enables AI assistants to generate, score, and analyze DNA sequences using the evo2 genomic foundation model. It supports multiple execution modes including local GPU, SLURM clusters, and the Nvidia NIM cloud API for tasks like variant effect prediction and sequence embedding.
    Last updated
    MIT

  • patent-agent

    iStoryOfSpring
    A
    license
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    quality
    B
    maintenance
    Enables conversational patent data analysis through a set of tools for trend analysis, clustering, word cloud generation, and more. Allows natural language queries to explore patent datasets with structured results and visualizations.
    Last updated
    1
    AGPL 3.0

  • MalDroid

    yayaya142
    A
    license
    -
    quality
    B
    maintenance
    Local static-analysis assistant for Android malware research that manages investigation cases, exposes MCP tools via a local server, and persists evidence-backed findings without cloud dependency.
    Last updated
    MIT

  • PubMed MCP Server

    aglitch120
    A
    license
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    quality
    D
    maintenance
    Enables comprehensive biomedical literature research through PubMed database access with advanced search, full-text retrieval, citation analysis, and batch processing capabilities. Supports both local deployment and cloud hosting for seamless integration with AI assistants.
    Last updated
    1
    MIT

  • Papernote MCP Server

    daishir0
    A
    license
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    quality
    C
    maintenance
    Enables Claude.ai to interact with the Papernote cloud-based note management system to create, read, and manage notes and research papers. It supports operations like text replacement, content appending, and paper summary retrieval through natural language commands.
    Last updated
    MIT

  • OPTIMADE MCP Server

    dianfengxiaobo
    A
    license
    -
    quality
    F
    maintenance
    Enables natural language querying of OPTIMADE-compatible material databases like Materials Project and Materials Cloud via the Model Context Protocol. It provides tools for linting query filters, discovering database providers, and accessing full structured data results as MCP resources.
    Last updated
    2
    MIT

  • MCP Data Server

    boettiger-lab
    A
    license
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    quality
    B
    maintenance
    An MCP server that connects AI agents to cloud-native geospatial data via STAC metadata and DuckDB with H3 spatial indexing, enabling zero-configuration SQL queries on terabyte-scale datasets over S3.
    Last updated
    22
    BSD 3-Clause

  • Doc Agent

    prosdevlab
    A
    license
    -
    quality
    D
    maintenance
    Enables extraction of structured data from documents like invoices, receipts, and bank statements using local Vision AI (Ollama) or cloud providers (Gemini), with data stored in a local SQLite database.
    Last updated
    28
    MIT