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

MCP server for qualifying and responding to inbound leads in seconds using a multi-agent AI pipeline.

Enables pushing enriched leads into Instantly or Smartlead campaigns with ICP score gating, deduplication, and dry-run previews via an Apify actor.

Resolves a company domain to its LinkedIn company page URL. Lightweight enrichment tool for sales and prospecting workflows.

MCP server that enables Google ADK agents to triage solar fault signals, retrieve Salesforce diagnostics via hosted MCP prompt templates, and create WorkOrder records when replacements are needed.

Read-only MCP server that lets Claude, ChatGPT, or Cursor answer pest-business questions from your GorillaDesk account in plain English—looks up customers, invoices, schedules, and technicians without creating or changing data.

Find and enrich the right people from 750M professional profiles. Search by role, seniority, skills, industry, and location in plain English. Pull profiles with work history, education, and seniority, then see who's likely to change jobs next with Next Move Signal. Built for AI products and agents: sourcing candidates, building lead lists, and mapping markets and accounts.

Enables AI assistants to manage Bitrix24 CRM entities, tasks, project kanban boards, and Scrum sprints through an incoming webhook, requiring explicit user confirmation for all write operations.

Enables AI agents to interact with ActiveNet OpenAPI services for managing organizations, activities, customers, facilities, and more.

Connects Claude to Jobber to manage clients, jobs, invoices, quotes, and scheduling through natural language.

Provides read-only access to the Planning Center People API, enabling natural language queries for people, households, background checks, and lists.

Enables read-only access to InvoiceNinja data, including invoices, expenses, clients, and tax reports, for AI assistants like Claude.

Enables an AI assistant to answer customer-success questions by synthesizing simulated billing, support ticket, and product usage data into composite churn-risk scores, bands, and plain-language explanations for fictional accounts. It exposes raw-data tools, a synthesis tool, and a methodology resource so users can list at-risk accounts or get a per-account health summary.

An MCP server that enables AI assistants to interact with Virtuous CRM+ through the entire API, with reads allowed freely and mutating operations requiring explicit user confirmation.

A Model Context Protocol (MCP) server that connects LLMs to the Zendesk Support & Help Center APIs — with per-user OAuth 2.1 PKCE authentication and fine-grained tool visibility controls.

Enables MCP clients such as Claude and ChatGPT to browse an Engaging Networks account: campaign pages, supporter records, transaction and recurring-gift history, supporter fields and questions, and marketing automation statistics. When writes are explicitly enabled, it can also set a supporter's opt-ins, with contact details, payment data and free-text personal data redacted by default.

Enables business analysis, compatibility checking, and marketing campaign creation using the B2Brilliant API. Tools allow discovering and refining business information from URLs and generating personalized outreach campaigns.

Enables an LLM agent to directly control CleverTap for planning, launching, and measuring CRM campaigns, including multi-channel sends, profile and event management, and trend analysis.

Connects AI agents and LLM clients to a 3D printing studio to manage orders, printer fleets, slicing and quoting, shipping waybills, customer conversations, and analytics.

Enables pest control business owners using Fieldwork to ask plain-English questions about customers, invoices, product usage, schedules, and technicians, returning clear answers from the Fieldwork API. Read-only access with no ability to modify jobs, customers, or payments.

Gives an LLM agent read and write access to partners, sales orders, stock levels, and invoices in an Odoo instance.