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    An MCP server that helps AI agents comprehend a codebase by providing tools for navigating, searching, and understanding code structure and history.
    10
    MIT
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    An MCP (Model Context Protocol) server that gives AI agents live, structured ad intelligence across Facebook, Google, and Instagram — data that no base model can produce from training alone. Powered by Apify actors. Works with any MCP-compatible client: Cursor, Claude, etc.
    11
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    Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol, allowing you to search your library, access content, discuss papers, get summaries, and analyze citations.
    41
    5,081
    MIT
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    MCP server for local Zotero on Windows and WSL, enabling read access to items, collections, annotations, and notes via the Local API, and safe write operations through a plan/apply workflow with Web API verification.
    13
    MIT
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    Read-only MCP server for your local Zotero library. Browse collections, inspect paper metadata, and extract full-text from PDFs via FastMCP tools.
    4
    MIT
  • F
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    Enables read-only retrieval of papers and synchronized full text from a Zotero group library, with tools for searching papers, fetching item metadata, and obtaining full-text excerpts.
    3
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    A local-only, read-only MCP server for Zotero that lets Claude search and retrieve library items, collections, tags, and attachment full text from your Zotero desktop client.
    9
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    An MCP server that lets Claude access your Zotero library and insert live, field-based Zotero citations directly into Word documents by writing the underlying OOXML, enabling proper style updates and bibliography management without manual intervention.
    27
    MIT
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    Read-only MCP server that lets Claude or any MCP client search and retrieve metadata, notes, full text, citations, and BibTeX from your local Zotero library via its built-in API.
    11
    MIT
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    Integrates with Zotero's local API to search, retrieve, read PDFs, and add items by DOI from your Zotero library.
    5
    3
    MIT
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    MCP server that grants AI tools read-only access to a Zotero library via search, citekey lookup, and on-demand fulltext retrieval, with low token usage and support for Claude Code, Claude Desktop, and Codex.
    5
    MIT
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    High-level Zotero MCP integration with smart research workflows, enabling tasks like building reading lists, adding papers with duplicate check, and exporting bibliographies.
    17
    1
    MIT
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    Enables interaction with Zotero libraries for searching, managing collections, items, tags, and attachments, plus optional semantic search across PDFs via local embeddings.
    38
    2
    MIT
  • A
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    MCP server for searching, browsing, solving, and interpolating engineering equations and reference tables. Provides access to 3,388 engineering equations across 10 subjects and 94 reference tables.
    MIT
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    A vendor-neutral reference implementation of a Workday MCP server that enables integration with Workday for employee data, compensation, benefits, time off, org info, inbox tasks, admin operations, and headcount management through natural language.
    MIT
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    Enables AI assistants to search, access, and interact with your Zotero research library, including semantic search, metadata retrieval, PDF annotations, and library management.
    MIT