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"Kotlin RAG (Retrieval-Augmented Generation) implementation resources" matching MCP servers:

  • Facebook MCP Server

    tiroshanm
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server implementation that provides Facebook Page interaction and management capabilities. This server enables automated posting, comment moderation, and content retrieval.
    7
    75

  • mcp-hub

    thunderhill
    F
    license
    Not graded
    quality
    B
    maintenance
    An extensible MCP hub that exposes internal services (chat, observability, RAG) as namespaced tools via FastMCP, with OpenAPI auto-generation, auth, and resilient error handling.

  • imap-mcp

    LeeFlannery
    A
    license
    A
    quality
    B
    maintenance
    Read-only MCP server that connects to multiple IMAP accounts, enabling cross-account email listing, search, and retrieval without modifying mailboxes.
    4
    MIT
  • Pushpad MCP by pushpad

    Pushpad MCPofficial

    pushpad
    A
    license
    A
    quality
    B
    maintenance
    Enables sending web push notifications and managing Pushpad resources (notifications, subscriptions, projects, and senders) through natural language, using the Pushpad API.
    19
    1
    MIT

  • Slack MCP Server

    ubie-oss
    A
    license
    A
    quality
    D
    maintenance
    A server implementing Model Context Protocol that enables AI assistants to interact with Slack API through a standardized interface, providing tools for messaging, channel management, user information retrieval, and more.
    11
    110
    Apache 2.0

  • gong-mcp

    bgrgndzz
    A
    license
    A
    quality
    D
    maintenance
    MCP server for the Gong API, enabling search and retrieval of calls, transcripts, attendees, next steps, and more.
    7
    772
    MIT

  • telegram-mcp-kit

    QuocTang
    A
    license
    A
    quality
    D
    maintenance
    Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabling message sending, chat management, file handling, and bot information retrieval.
    20
    1
    MIT

  • himalaya-mcp

    Data-Wise
    F
    license
    A
    quality
    A
    maintenance
    Privacy-first email MCP server wrapping the himalaya CLI, providing 22 tools, 6 prompts, and 3 resources for email management with multi-account support.
    29
    3

  • Discord MCP Server

    RossH121
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that allows Claude to interact with Discord by providing tools for sending/reading messages and managing server resources through Discord's API.
    6
    19
    159
    MIT

  • Gmail MCP Server

    david-strejc
    A
    license
    A
    quality
    D
    maintenance
    Enables Gmail management via MCP, including email search, retrieval, labeling, sending, and forwarding through IMAP and SMTP.
    15
    11
    BSD 3-Clause

  • MCP Server for Slack

    z9905080
    A
    license
    B
    quality
    C
    maintenance
    A Model Context Protocol server implementation that enables AI assistants to interact with Slack workspaces, allowing them to browse channels, send messages, reply to threads, add reactions, and retrieve user information.
    9
    6
    2
    Apache 2.0

  • Mattermost MCP Server

    jhanglim
    F
    license
    B
    quality
    D
    maintenance
    Enables Claude to interact with Mattermost through search functionality, user management, channel operations, and team information retrieval. Supports message search by keywords/users/dates, thread viewing, and displays all timestamps in Korean Standard Time (KST).
    9

  • Telegram MCP Bridge

    boltholds
    A
    license
    B
    quality
    B
    maintenance
    Provides read-only access to a user's Telegram account via MTProto, enabling chat listing, message retrieval, search, and context fetching.
    5
    MIT

  • aiogram-mcp

    Py2755
    A
    license
    B
    quality
    D
    maintenance
    MCP server middleware for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts covering messaging, rich media, moderation, interactive keyboards, real-time event streaming, rate limiting, permissions, and audit logging.
    29
    3
    MIT

  • chatlab-mcp

    L-Chris
    A
    license
    B
    quality
    B
    maintenance
    MCP server for ChatLab that automates the chatlab-cli in headless HTTP mode, enabling session management, message retrieval, SQL queries, and API calls via natural language.
    12
    17
    AGPL 3.0