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"Slack Bot with RAG Document Retrieval and Automated Response System" matching MCP servers:

  • rag-retrieval-mcp

    MaryamZi
    A
    license
    B
    quality
    D
    maintenance
    Enables retrieval-augmented generation by embedding queries with a chosen provider (e.g., OpenAI) and searching supported vector stores (Pinecone, pgvector) to return relevant content.
    1
    Apache 2.0

  • mcp-slack

    gregbuehler
    A
    license
    A
    quality
    C
    maintenance
    MCP server that reads Slack through your own browser session, authenticating as you rather than a bot. Provides tools to search messages, retrieve channel/DM/thread history, resolve users, and post messages (write disabled by default).
    10
    MIT

  • knowledge-rag

    lyonzin
    A
    license
    A
    quality
    A
    maintenance
    Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.
    13
    256
    MIT

  • slack-indexed

    KanvaBhatia-Alaan
    F
    license
    A
    quality
    D
    maintenance
    An MCP server for semantic search and retrieval of indexed Slack messages stored in Qdrant using Cohere reranking via AWS Bedrock. It enables users to search through Slack history, retrieve full message threads, and access channel or user statistics through natural language.
    5

  • Slack MCP Server

    rokej
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that enables AI agents to send messages, payloads, and Markdown-formatted content to Slack via Incoming Webhooks.
    3
    Apache 2.0

  • doc-bot

    afterxleep
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    license
    A
    quality
    A
    maintenance
    Provides AI assistants with intelligent access to project documentation and API references through smart search, contextual rules, and Docset integration. Enables AI to understand project-specific conventions, patterns, and official framework documentation without token limits.
    11
    88
    6
    MIT

  • document-evidence-mcp

    mtn888
    A
    license
    A
    quality
    C
    maintenance
    A local document evidence layer for MCP clients that ingests documents (PDF, Office, images) with optional OCR, indexes them in SQLite FTS, and provides retrieval tools with source coordinates.
    7
    MIT

  • io.github.daedalus/mcp

    daedalus
    A
    license
    A
    quality
    C
    maintenance
    MCP server that exposes a Telegram bot, enabling sending messages and retrieving updates through natural language.
    3
    1
    MIT

  • mcp-document-assistant

    SamamaSaleem
    F
    license
    A
    quality
    C
    maintenance
    A local AI document assistant MCP server that enables listing, reading, and editing documents via tools, resources, and prompts, allowing LLMs to manage document workflows through natural language.
    3

  • telegram-bot-mcp

    Eweol
    A
    license
    A
    quality
    D
    maintenance
    Exposes the Telegram Bot API as tools for MCP clients, enabling sending messages, photos, polls, and more via a Telegram bot.
    11
    MIT

  • MCP Server with Tool,

    Pkaran26
    F
    license
    B
    quality
    C
    maintenance
    Enables LLMs to read and write local user data, generate fake users via sampling, and interact with structured prompts and resources.
    2

  • MCP RAG

    fastmcp-me
    F
    license
    B
    quality
    D
    maintenance
    A RAG-based knowledge base system supporting document processing, semantic search, and intelligent Q\&A with multiple AI model integrations.
    1

  • slack-mcp

    karbassi
    A
    license
    C
    quality
    A
    maintenance
    Provides LLMs full access to Slack: messages, channels, files, canvases, lists, search, reactions, and more via 220 tools and 36 API families.
    100
    2
    MIT