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"A server for converting study materials and optimizing online research" matching MCP servers:

  • 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.
    10
    1
    MIT

  • just-study

    jcmaker
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to create and manage personalized 30-day study courses, including web research with source validation, daily lessons, quizzes, and progress tracking through 12 MCP tools.
    1
    MIT

  • mcp-materials

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Provides computed (DFT) materials structures and thermodynamic properties through the Pipeworx MCP gateway, enabling AI agents to query materials data via natural language or tool calls.
    8
    MIT

  • watch-materials-mcp

    p-pouget
    F
    license
    A
    quality
    C
    maintenance
    MCP server for materials science monitoring, searching ArXiv preprints and OpenAlex articles with sovereign intelligence filtering by country.
    5

  • Scholarly Research MCP Server

    aringadre76
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables comprehensive academic research by searching and analyzing papers from PubMed, Google Scholar, ArXiv, and JSTOR. Provides full-text access, citation management, and research organization through five powerful consolidated tools.
    68
    14
    MIT

  • Materials Project Platform MCP

    benedictdebrah
    A
    license
    Not graded
    quality
    C
    maintenance
    The Materials Project MCP Server is server that provides programmatic access to the Materials Project database. It enables LLMs, to search, analyze, and retrieve up to date materials science data.
    13
    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

  • research

    id5463
    A
    license
    Not graded
    quality
    C
    maintenance
    Multi-purpose research MCP server integrating web search, deep research, web scraping, research methodology routing, and GPT Researcher report generation.
    MIT

  • research-mcp

    lduda79
    F
    license
    A
    quality
    B
    maintenance
    Enables semantic search across personal PDF paper collections with page-level citations, allowing users to query their library from any MCP-capable client.
    9

  • Research Intelligence MCP

    supuni9622
    A
    license
    A
    quality
    B
    maintenance
    A unified MCP server for academic paper discovery, citation exploration, and research intelligence workflows over multiple scientific knowledge sources.
    7
    1
    MIT

  • quant-research-mcp

    FlawlessByte
    A
    license
    A
    quality
    A
    maintenance
    An MCP server exposing a registry of paper-backed quantitative trading methods plus a deterministic, no-LLM decision helper for reproducible trading research.
    13
    MIT

  • research-mcp

    atlas-rwa
    F
    license
    A
    quality
    C
    maintenance
    MCP server exposing ATLAS research capabilities: live tokenized stock market data, on-chain source-of-truth reads, and published research atlases. Connects to MCP clients over stdio with no API keys required for public testnet endpoints.
    9

  • research-mcp

    niol-zh
    A
    license
    A
    quality
    A
    maintenance
    An MCP server for academic literature research that integrates Scopus, CrossRef, OpenAlex, and Unpaywall to search documents, get abstracts, author profiles, citing papers, and open-access PDF links.
    6
    MIT