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"How to allow an LLM to ask questions to a user" matching MCP servers:

  • Docs-to-AI

    dorianmeric
    A
    license
    -
    quality
    C
    maintenance
    Enables LLMs to query documents using semantic search, supporting PDFs, Word, Excel, and more. Organizes documents by topics from folder structure and provides advanced search features like phrase matching and date filtering.
    1
    MIT

  • docs-to-mcp

    fayazara
    F
    license
    -
    quality
    D
    maintenance
    A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.
    17

  • How-To-Cook

    xiaobenyang-com
    A
    license
    B
    quality
    D
    maintenance
    An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.
    5
    1
    Apache 2.0

  • Text-to-SQL MCP Server

    tmstack
    F
    license
    -
    quality
    D
    maintenance
    A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.
    15

  • Text-to-GraphQL MCP Server

    Arize-ai
    F
    license
    A
    quality
    D
    maintenance
    Converts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.
    5
    24

  • SAP OData to MCP Server

    Raistlin82
    A
    license
    C
    quality
    D
    maintenance
    Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data including querying, creating, updating, and deleting entities through SAP BTP integration.
    19
    56
    6
    MIT

  • Tiny Chat

    to-aoki
    A
    license
    D
    quality
    C
    maintenance
    A lightweight RAG system that provides an MCP server for searching and interacting with vector-based knowledge bases. It enables users to perform retrieval-augmented generation and search across Qdrant collections through a standardized interface.
    1
    2
    MIT

  • Perplexity Ask OpenRouter

    elct9620
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that connects to OpenRouter's API to provide Perplexity's models (Sonar, Sonar Deep Research, Sonar Reasoning) for use with any MCP-compatible client.
    8
    MIT

  • Ask Samin

    AI-Answer
    F
    license
    -
    quality
    B
    maintenance
    Enables users to search Samin Yasar's video library and receive full-video recommendations grounded in transcript evidence with links to exact matched caption cues.

  • PostgreSQL MCP Server for

    User-Gold
    F
    license
    -
    quality
    D
    maintenance
    Enables Claude Desktop to interact with PostgreSQL databases through natural language for schema exploration, data analysis, and query execution. Users can search schemas, describe tables, and perform read or write operations without needing to write manual SQL.

  • Ask Google MCP Server

    gregpriday
    A
    license
    A
    quality
    A
    maintenance
    A stdio MCP server that provides a single tool to query Gemini with Google Search grounding for current web information, returning synthesized answers with source links.
    1
    45
    1
    MIT

  • slack-user-mcp-server

    farsght
    F
    license
    A
    quality
    D
    maintenance
    Enables AI agents to interact with Slack using a user token, providing full access to message search, channel history, DMs, and posting as the user.
    8

  • DB MCP (HR CSV to SQLite)

    daviddata-cloud
    A
    license
    -
    quality
    C
    maintenance
    An open-source MCP server that imports HR CSV data into an in-memory SQLite database for structured querying and metadata retrieval. It enables users to perform read-only SQL queries and structured searches on employee data through natural language.
    MIT

  • telegram-user-mcp

    22syn
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that connects to Telegram as your real user account and exposes read-only tools to read and search messages, list chats and folders, inspect group info, and download media.
    22
    MIT

  • llm-sidecar

    awaistechnologist
    A
    license
    -
    quality
    B
    maintenance
    MCP server for grounded, cited AI: answers questions from live web sources, verifies claims, fact-checks documents, searches and reads URLs, summarises, classifies, and extracts fields, with usage tracking and status.
    MIT