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

  • google-workspace-unlimited

    dipseth
    A
    license
    A
    quality
    A
    maintenance
    This MCP server provides comprehensive Google Workspace integration (Gmail, Drive, etc.) with multi-user OAuth. Unique features include RAG-powered natural language to Chat card rendering, runtime Jinja2 macro creation, and dynamic tool management.
    7
    25
    Apache 2.0

  • 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

  • atxp-mcp

    autonsol
    F
    license
    A
    quality
    D
    maintenance
    Access 5+ ATXP agent tools via MCP: web search, AI image generation, email, and music generation. Free tier with pay-per-use Pro tier via x402 micropayments (USDC on Base mainnet).
    5

  • outlook-web-mcp-server

    ma-nakaya
    F
    license
    A
    quality
    C
    maintenance
    Enables interaction with Outlook Web through its internal API, supporting email search, folder listing, email retrieval, read state changes, calendar events, and reply drafts without Microsoft Graph or COM.
    7
    1

  • dead-letter

    BigCactusLabs
    A
    license
    A
    quality
    A
    maintenance
    MCP server that converts .eml email exports (Gmail, Outlook, and other archives) into clean Markdown with YAML front matter — splitting reply threads, stripping signatures and quoted history, extracting attachments, and parsing calendar invites. Built for feeding archived email into RAG and LLM pipelines.
    4
    5
    PolyForm Noncommercial 1.0.0

  • 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

  • LocalPulse MCP

    aithx
    F
    license
    A
    quality
    B
    maintenance
    MCP server for value-first cold outreach to local service businesses, enabling personalized cold email generation and lead scoring.
    5

  • 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

  • FinPilot AI

    ShahzaadAhmed
    F
    license
    B
    quality
    B
    maintenance
    An MCP server that transforms standard LLMs into autonomous investment bankers, enabling live market data retrieval, fundamental ratio calculations, DCF valuations, portfolio diversification assessment, and automated emailing of executive reports.
    12

  • Mailosaur MCP

    MrNewDelhi
    A
    license
    B
    quality
    D
    maintenance
    Enables interaction with Mailosaur email and SMS testing services, allowing message management, server configuration, file downloads, spam analysis, and TOTP code retrieval via natural language.
    29
    MIT

  • MailOKF MCP

    pat229988
    A
    license
    C
    quality
    B
    maintenance
    A local-first Python MCP server that turns Gmail, Outlook/Microsoft 365, iCloud Mail, and generic IMAP/SMTP mailboxes into a synchronized, searchable OKF knowledge layer, exposing 38 tools and four resources for mailbox actions, synchronization, retrieval, attachments, and optional semantic search while keeping the provider mailbox authoritative.
    38
    MIT

  • sales-agent

    mmaun
    A
    license
    Not graded
    quality
    C
    maintenance
    Multi-agent sales email generation server that creates, evaluates, and sends personalized sales emails via SendGrid, using AI to craft diverse email styles and select the best one.
    MIT

  • Email MCP Server

    cat-people-82
    A
    license
    Not graded
    quality
    Not graded
    maintenance
    A Model Context Protocol server that provides email access via IMAP and SMTP, enabling AI agents to read, search, send, and manage emails. It features specialized tools for folder management, message retrieval, and replying to threads through a standardized HTTP/SSE interface.

  • Gmail MCP Server

    Uncommontayo
    A
    license
    Not graded
    quality
    D
    maintenance
    A high-performance MCP server that enables AI assistants to interact with Gmail securely via OAuth 2.0, supporting smart email retrieval and thread-aware drafting.
    1
    MIT

  • Gmail MCP Server

    LowisWano
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides read-only access to Gmail, enabling email search, unread listing, message and thread retrieval, and draft reply preparation without sending.
    180
    MIT

  • mcp-imap

    andrewmalov
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to interact with email accounts via IMAP and SMTP, supporting mailbox listing, email search, retrieval, sending, and management.
    MIT

  • Google Workspace MCP

    adelaidasofia
    A
    license
    Not graded
    quality
    A
    maintenance
    A multi-account, token-efficient MCP server for Google Workspace services including Gmail, Calendar, Drive, Docs, and Sheets. It enables secure management of multiple accounts with compact data retrieval and keychain-backed authentication for efficient workflow automation.
    1
    MIT