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

  • retrieval-lens

    Vbj1808
    A
    license
    A
    quality
    B
    maintenance
    A black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.
    4
    15
    2
    MIT

  • Slack MCP Server

    Hais
    F
    license
    A
    quality
    D
    maintenance
    Enables comprehensive Slack workspace integration through AI assistants, allowing users to manage channels, send messages, upload files, search conversations, and interact with users through natural language commands.
    17

  • document-mcp

    ExaDev
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that exposes documents.js's document conversion, .odb, metadata, and font tooling as MCP tools, enabling agents to convert, inspect, and edit a wide range of document formats over stdio.
    17
    7,693
    MIT

  • system-monitor

    2428424081cn
    F
    license
    A
    quality
    C
    maintenance
    A secure, read-only MCP server for AI-powered system monitoring. It provides real-time OS metrics, config discovery, and safe log tailing to enable autonomous infrastructure audits without shell access risks.
    4

  • Slack MCP Server

    iskifogl
    A
    license
    A
    quality
    D
    maintenance
    Integrates AI assistants with Slack workspaces using OAuth 2.0 authenticated user tokens for secure, multi-functional interaction. It enables comprehensive operations including channel management, message searching, file handling, and reaction management through natural language.
    20
    169
    MIT

  • Windows System MCP

    guangxiangdebizi
    A
    license
    A
    quality
    D
    maintenance
    A comprehensive Model Context Protocol server that enables AI assistants to interact with and manage Windows systems, providing capabilities for file system operations, process management, system information retrieval, registry operations, service management, network diagnostics, and performance monitoring.
    7
    26
    5
    Apache 2.0

  • 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

  • discord-bot-mcp

    diocata
    A
    license
    B
    quality
    B
    maintenance
    A local MCP server that lets AI clients control a Discord bot via Discord's REST API, offering messaging, administration, and moderation tools. Includes safety features such as guild scoping, allowlists, and opt-in write permissions.
    20
    MIT

  • MCP RAG

    santis84
    A
    license
    B
    quality
    D
    maintenance
    A complete MCP server for Retrieval-Augmented Generation with file management and vector memory for agents. Supports multiple document formats (PDF, DOCX, TXT, MD, CSV, JSON) with semantic search using Hugging Face embeddings and ChromaDB for efficient vector storage.
    11
    9
    1
    MIT

  • Knowledge Retrieval Server

    cskwork
    F
    license
    B
    quality
    D
    maintenance
    A BM25-based MCP server that enables document search and retrieval across structured domains of knowledge content, allowing Claude to search and reference documentation when answering questions.
    4
    1

  • Slack MCP Server

    nikhilchintawar
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that enables searching for messages and listing channels within a Slack workspace. It provides tools to retrieve channel history and filter messages based on text matching and date ranges.
    3
    25
    MIT
  • MinerU Document Explorer by opendatalab

    MinerU Document Explorerofficial

    opendatalab
    A
    license
    -
    quality
    D
    maintenance
    Enables AI agents to search, deep-read, and build knowledge bases from Markdown, PDF, DOCX, and PPTX documents via MCP tools for retrieval, document navigation, and ingestion.
    70
    616
    MIT

  • Slack MCP Server

    kamolc4
    A
    license
    -
    quality
    B
    maintenance
    A production-ready MCP server for the Slack API that enables searching, listing channels, reading history, inspecting users, fetching threads, and sending messages through controlled Slack tools.
    16,956
    MIT

  • document-mcp

    TianyiLi
    A
    license
    -
    quality
    D
    maintenance
    Enables AI agents to efficiently manage and update component documentation with precise partial updates, saving up to 75% tokens compared to full rewrites.
    ISC

  • Slack MCP

    NeilKuo-opennet
    A
    license
    -
    quality
    D
    maintenance
    A simple Model Context Protocol server for Slack integration that enables messaging, channel management, and workspace search capabilities.
    25
    MIT

  • Claude MCP Slack

    atlasfutures
    A
    license
    -
    quality
    D
    maintenance
    Enables secure downloading and access to Slack files and images using authenticated Bot User OAuth tokens. Integrates with Claude Code Action to allow Claude to analyze screenshots and files shared in Slack channels.
    1
    MIT