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  • Academic Paper MCP HTTP/SSE

    pastchais
    A
    license
    Not graded
    quality
    D
    maintenance
    A MCP server for academic literature retrieval, aggregating multiple data sources like arXiv, Crossref, OpenAlex, PubMed, and Semantic Scholar to provide search, details, citations, trends, and recommendations.
    4
    MIT

  • Laboratory Inventory HTTP

    RBasyc
    F
    license
    Not graded
    quality
    Not graded
    maintenance
    Provides a RESTful API to query laboratory inventory data from MongoDB, including stock levels, expiration tracking, and purchase suggestions. It is specifically designed to optimize token usage for AI assistants through dedicated tool endpoints for inventory management.

  • NotebookLM MCP with Audio

    sasuketorii
    A
    license
    Not graded
    quality
    B
    maintenance
    Custom MCP server for NotebookLM that adds audio source upload, YouTube source ingestion, source readiness polling, and transcript export, complementing standard Q&A and audio overview tools.
    MIT

  • pdf-inspector

    agenticledger
    F
    license
    Not graded
    quality
    C
    maintenance
    Classifies PDFs (text-based vs scanned vs image vs mixed), extracts text, and converts to clean Markdown over Streamable HTTP MCP. Supports remote PDFs via URL or base64, with optional page restriction and OCR fallback detection.

  • Papers with Code MCP Server

    philglazer
    F
    license
    Not graded
    quality
    Not graded
    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.

  • pubchem-mcp-server

    cyanheads
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents and applications to search, retrieve, and analyze chemical compounds, substances, and bioassays from PubChem's vast chemical information database through comprehensive tools for chemical research and discovery.
    10
    404
    9
    Apache 2.0

  • pubmed-mcp-server

    cyanheads
    A
    license
    A
    quality
    A
    maintenance
    A bridge connecting AI agents to NCBI's PubMed database through the Model Context Protocol, enabling seamless searching, retrieval, and analysis of biomedical literature and data.
    11
    3,327
    134
    Apache 2.0

  • 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

  • QuantRisk-MCP-Server

    78degrees
    A
    license
    A
    quality
    C
    maintenance
    Portfolio risk analytics MCP server — VaR, Monte Carlo simulation, stress testing, portfolio optimization, options Greeks, and correlation analysis. Real market data via Yahoo Finance. Free tier available, Pro at $29/mo.
    10
    138
    2
    MIT

  • SQLite MCP Server

    LuisGuar
    F
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides database interaction and business intelligence capabilities through SQLite, enabling SQL queries, data analysis, and automatic generation of business insight memos.
    6

  • pns-server MCP Server

    petri-net-sim
    A
    license
    B
    quality
    B
    maintenance
    Enables natural language conversion of production and queueing systems into Petri net models, with simulation and PNML export via MCP tools.
    66
    MIT
  • UniFuncs MCP Server by UniFuncs

    UniFuncs MCP Serverofficial

    UniFuncs
    A
    license
    B
    quality
    C
    maintenance
    Provides web search, content extraction, and deep research capabilities through the UniFuncs API, enabling real-time and asynchronous AI-powered search and research tasks.
    7
    31
    11
    ISC

  • Yijing Bazi MCP Server

    SiwuXue
    A
    license
    B
    quality
    D
    maintenance
    Provides traditional Chinese metaphysics analysis capabilities including I Ching divination (hexagram generation and interpretation) and Bazi (Four Pillars) fortune-telling with comprehensive life analysis covering career, wealth, relationships, and health predictions.
    10
    11
    29
    MIT