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    Enables AI agents to operate DSpace repositories through a typed interface, including SAF package building, metadata editing, scientometric harvesting, open-access PDF downloads, and repository administration.
    MIT
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    A
    quality
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    maintenance
    Read any public web page as a clean AIDocument: Markdown plus title, description, and structure, with navigation and boilerplate stripped. Reads resolve through Lyrenth's shared cache, so it is far fewer tokens than raw HTML and origin-friendly.
    3
    59 npm
    1
    MIT
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    Enables LLM agents to query and analyze hh.ru job vacancies via full-text and semantic search, with tools for vacancy lookup, skill statistics, market overview, and candidate profile comparison.
    7
    MIT
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    Connects a Zotero research library to AI assistants so users can search items by title, author, tag, collection, full text, or meaning, read metadata and PDF content, add annotations, and add or organize papers by DOI, URL, ISBN, or BibTeX. It works in local or web mode and is available both as an MCP server for chat apps and as a CLI plus agent skill for shell-based agents.
    41
    MIT
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    quality
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    Enables AI agents to monitor MetaTrader 5 accounts on remote Windows VPS via SSH, providing read-only access to positions, history, and logs without executing trades.
    16
    54 PyPI
    MIT
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    quality
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    Enables AI clients to produce probabilistic forecasts with prediction intervals for numeric time series such as sales, demand, traffic, and sensor readings, using a panel of zero-shot foundation models or an accuracy-weighted ensemble. Supports up to 64 series per call, optional covariates, horizons up to 512 steps, and usage or credit checks, all without training or feature engineering.
    4
    431 npm
    MIT
  • A
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    quality
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    maintenance
    Provides 17 research tools for comprehensive company intelligence, covering aspects like overview, products, financials, and competitors. Supports both natural language answers and structured JSON output for automation.
    18
    MIT
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    A
    quality
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    maintenance
    Enables AI assistants and agents to connect directly to Google NotebookLM through its high-performance internal RPC calls. Provides grounded RAG chat with citations, notebook and source management (URLs, YouTube, Drive files, text), Audio Overview generation and download, persistent session handling, and automated Deep Research.
    38
    MIT
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    license
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    quality
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    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.
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    Read-only MCP server for options research with server-side filtering to reduce token usage. Supports Tradier and Alpaca data providers.
    4
    7 npm
    10
    MIT
  • F
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    A
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    maintenance
    Enables AI assistants to query Serpent 2 syntax and documentation, statically validate and run neutron transport calculations locally or over SSH, and parse result files into JSON summaries and plots. It also lets users browse and download official VTT nuclear data libraries.
    16
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    license
    B
    quality
    B
    maintenance
    Enables AI hosts to perform reproducible psychometric and statistical analyses through constrained, schema-validated tools such as item analysis, Rasch modeling, descriptive statistics, and correlation matrices, without exposing arbitrary R or shell execution.
    7
    MIT
  • F
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    Enables users to run Slurm jobs on WashU RIS Compute2 cluster by describing their intent in plain English, without requiring SSH or Slurm knowledge.
    53
    1
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    quality
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    maintenance
    Enables AI clients to explore and analyze CSV datasets via tools for dataset overview, statistical summaries, missing value analysis, duplicate detection, correlation analysis, and outlier detection.
    9
    MIT
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    A
    maintenance
    MCP server that connects to Vibewatch community-sentiment data, providing read-only tools for sentiment overview, message search, daily insights, weekly reports, market context, and organization details.
    8 npm
    Apache 2.0
  • A
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    Not graded
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    B
    maintenance
    Enables real-time search across Google, News, Reddit, YouTube, and Amazon using Scavio's unified API, with secure key injection for Arcade agents.
    323 PyPI
    MIT
  • A
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    maintenance
    Enables China A-share quantitative market data retrieval, including market overview, industry rotation, sector hotspots, limit-up analysis, and risk alerts.
    2
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Lets an AI agent pull the user's own Douyin creator-backend work data — plays, likes, comments, shares, saves, 5-second completion rate and more — into a locally accumulating CSV plus a daily overview, with tools for status checks, fetching, merging, and retrospective analysis. Access is read-only to the user's own account, needs no third-party dependencies, and keeps all data on the local machine.
    MIT