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  • A
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    Not graded
    quality
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    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
  • A
    license
    Not graded
    quality
    C
    maintenance
    Seven remote MCP servers exposing 51 published Apify scrapers as agent tools: company diligence, social listening, recruiting, real estate, lead generation, e-commerce and academic research. Billed per result, and a call that returns nothing is never charged.
    1
    MIT
  • A
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    quality
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    maintenance
    Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to manage local document collections and perform deep literature searches. It supports automated report generation, PDF text extraction, and research hypothesis synthesis.
  • 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
    51
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to perform keyword searches across U.S. DOT grey literature and international transportation research reports from multiple repositories, using a local SQLite FTS5 index with optional full-text PDF retrieval.
    12
    MIT
  • 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.
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides access to Monarch Initiative's biomedical data through the Biolink API, enabling agents to query biological entities, associations, and knowledge graphs using natural language.
  • F
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    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.
  • 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
    471
    9
    Apache 2.0
  • 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
    3,146
    140
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server exposing 95 categories of independent work, freelance, gig and side-income opportunities in Portugal (PT-PT) with real contacts. Hosted Streamable-HTTP endpoint plus npx stdio bridge for Claude Desktop / Cursor.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Real-time US-equity quotes, company fundamentals, earnings, analyst trends, and financial news via Finnhub. Supports STDIO and Streamable HTTP transports.
    37
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Resolve DOIs, search ~155M scholarly works, fetch references, and look up publishers via the Crossref REST API. Supports STDIO and Streamable HTTP transports.
    925
    3
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides complete credit analysis and suggested credit limits for Brazilian companies from CNPJ. It is a hosted, read-only MCP server that works with any MCP client over HTTP.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A thin stdio gateway to Nodus's Streamable HTTP MCP server, exposing a curated allowlist of tools for the Research Workbench. It enables secure, bearer-authenticated interactions with Nodus without graph logic or caching.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Read-only MCP server for genealogy data from Family Tree Builder (.ftb) or GEDCOM files, exposing tools for person search, family relationships, and statistical analysis via HTTP or stdio.
    Apache 2.0