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"Retrieve the latest documentation of libraries in word embeddings form for LLMs" matching MCP servers:

  • mcp-retrieve

    maxbaluev
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for indexing and searching local text files using late-interaction retrieval (ColBERT-style MaxSim), enabling token-level relevance matching.
    2
    MIT
  • ghost-in-the-droid by ghost-in-the-droid

    ghost-in-the-droidofficial

    ghost-in-the-droid
    A
    license
    B
    quality
    A
    maintenance
    Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, LlamaIndex, and any MCP client. MIT.
    66
    310
    MIT

  • form-auto-mcp

    jayounglee92
    A
    license
    A
    quality
    D
    maintenance
    Automates internal system form submissions by reading data from Excel/CSV or Google Sheets and using Playwright to navigate menus and fill form fields, with support for both visible and headless modes.
    1
    8
    MIT

  • Human-In-the-Loop MCP Server

    GongRzhe
    A
    license
    A
    quality
    F
    maintenance
    Enables AI assistants like Claude to interact with humans through intuitive GUI dialogs, supporting text input, choices, confirmations, and information displays.
    6
    162
    MIT

  • Word MCP

    MokhtarLahjaily
    F
    license
    B
    quality
    D
    maintenance
    Enables programmatic generation of Microsoft Word documents (.docx) from AI-generated text and data, with support for Markdown formatting, tables, headers, and rich document elements that are saved directly to the local file system.
    1

  • Word AI

    flyfish-dev
    A
    license
    B
    quality
    B
    maintenance
    Structure-preserving Word DOCX editing MCP server with a .NET Open XML backend and Office.js live sessions. Enables safe, auditable, incremental editing of Microsoft Word documents for AI agents.
    63
    14
    5
    AGPL 3.0

  • llms-mcp

    druellan
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that exposes the llms.txt file and its referenced local or external resources from a project root to provide context for AI models. It automatically parses documentation links and URLs to make them accessible as additional MCP resources.
    1
    MIT

  • of-mcp

    ThiTheGoat
    A
    license
    A
    quality
    C
    maintenance
    Provides MCP tools to search, retrieve, and answer questions from the public Open Finance Brasil Confluence documentation using BM25-based local indexing.
    4
    MIT

  • Terry-Form MCP

    aj-geddes
    A
    license
    Not graded
    quality
    C
    maintenance
    A secure, containerized MCP server that enables AI assistants to manage Terraform infrastructure using integrated Language Server Protocol (LSP) tools. It facilitates safe operations like initialization, validation, and planning while providing context-aware code completion and documentation.
    10
    MIT

  • zotero-word-mcp

    Zhangchaokai1
    A
    license
    Not graded
    quality
    C
    maintenance
    A Windows-based MCP server that enables the insertion of native Zotero citations and bibliographies into Microsoft Word desktop documents. It ensures references remain fully compatible with the official Zotero plugin for dynamic refreshing and ongoing manual maintenance.
    2
    MIT

  • word-mcp-server

    wpz666hhh
    F
    license
    Not graded
    quality
    B
    maintenance
    Enables Claude Agent to control Microsoft Word through COM automation, allowing document creation, editing, formatting, and VBA execution while keeping the Word window visible.
    1