"Exploring text-to-image generation techniques" matching MCP servers:

Enables MCP clients such as Claude Desktop and Claude Code to read café rules, rota, and staff data, check proposed rota changes against the owner's rules, and evaluate customer chat replies before sending. Every tool is read-only, with code checks applied first and AI judging used only when needed.

Comment moderation, multilingual sentiment analysis, and Influence (constructive comment generation) for any article. Wraps the SentiSift API.

Enables LLM agents to operate WhatsApp through the Evolution API, providing tools to list groups, fetch message history, and send text messages to groups or individual phone numbers.

MCP server for managing and composing customer replies for a phone and computer repair shop, with built-in templates and WhatsApp link generation. Supports Arabic and English.

A multi-modal user intent collection MCP server that allows AI agents to ask users questions and receive text/image replies.

Enables AI agents to create, query, search, and manage Movidesk tickets directly via natural language.

A community-maintained fix for the MCP Feedback Enhanced server, resolving image attachment serialization, web panel 500 errors, and extending default timeout for long-running feedback sessions.

Send WhatsApp messages from any MCP client — text, images and files, plus session management and contact checks. Authenticate by scanning a QR code: no Meta Business approval and no WhatsApp Business account required.

Enables AI assistants to interact with JAICP / Conversational Cloud HTTP APIs, covering projects, channels, analytics, text campaigns, CAILA NLP, and Dialer calls through OpenAPI-defined tools.

Enables MCP clients to read a Mercado Livre seller's account, listings, questions, orders and daily visits, and to perform a small set of changes such as updating a listing, uploading an image, or answering a buyer question. Write operations return a preview of the exact request unless explicitly confirmed.

Official remote MCP server for Lobby, the bilingual AI receptionist. Five free no-auth tools: business phone scripts and IVR menus (English + Mexican Spanish), ElevenLabs agent system prompts, missed-call cost math, and a hire-a-receptionist verdict.

Self-hosted Go MCP server for Freshdesk with 15 tools: ticket search, conversations, attachment text extraction, and Vision AI OCR for images.

Enables AI assistants to answer a small business's customer questions from its own FAQs and order data, list upcoming open appointment times in the business's time zone, and book one of those offered slots with staff notification. Free for the first 1,000 businesses, using fast rule-based FAQ matching rather than free-form generation.

Enables AI assistants to triage an Atera help desk by ranking open tickets with plain reasons, summarizing site health and alerts, and producing a one-call morning brief. It redacts personal data, fences user-written text as untrusted, and stays read-only unless writes are explicitly enabled.

MCP server that lets agents read and reply to WeChat messages, send text/media/files, and manage login via the official WeChat iLink Bot SDK.

Enables AI assistants to manage marketing campaigns, Facebook accounts, and lead generation tasks through the MessengerFlow platform. It provides tools for interacting with messaging inboxes, scraping leads, and accessing real-time performance analytics.

Enables reading, searching, transcribing, and sending WhatsApp messages through uazapi, with audio returned as transcribed text and media saved as local files for AI agent use.

Enables AI agents to control a LINE Official Account via the Messaging API, including sending text and flex messages, broadcasting, retrieving user profiles and follower IDs, and managing rich menus.

Enables lead routing, booking link generation, and scheduling management through the ChiliPiper REST API. It allows users to process inbound leads via Concierge routers and manage meeting queues directly through MCP-compatible clients.

Enables AI agents to send messages, manage rich menus, and interact with users through LINE Official Accounts via the LINE Messaging API. Supports both individual messaging and broadcasting to all followers with text and customizable flex messages.

MCP server for vpbx.me virtual PBX, enabling assistants to access telephony features like call history, recordings, live calls, click-to-call, and configuration management.

Enables interactive feedback collection through a web interface with support for image uploads, extended timeout handling, and offline reconnection capabilities for long-running AI conversations.

Provides access to Intercom conversations and chats through the Model Context Protocol, allowing LLMs to query and analyze Intercom conversations with various filtering options.

An MCP server that allows AI assistants to interact with the ServiceTitan API, requiring client credentials for authentication.

The official hosted MCP server for muro.chat, enabling AI agents to manage customer support conversations, send replies, triage tickets, and configure the live chat widget.

Enables AI assistants to interact with the full Odichat API, providing 123 tools for managing accounts, agents, contacts, conversations, inboxes, reports, and Odichat-exclusive features like Kanban boards and scheduled messages.

Enables AI assistants to call, text, and email businesses on your behalf, read back transcripts, recordings, and replies.

Enables AI agents to manage Google Business Profile reviews, including a filterable review inbox, per-location stats, and honest review-request campaigns.

Enables any MCP client — Claude, ChatGPT, Codex, Gemini, Antigravity, Muse — to work with the AirysChat platform: managing conversations, contacts, CRM, AI Agents, Meta Business Agent, WhatsApp templates/campaigns/flows, analytics reports, account administration, Help Center, and the Airys Platform API (api.airys.chat), from either a local install or a hosted URL.

Enables AI agents to send and receive iMessage, SMS, RCS, and WhatsApp messages, and to manage channels, numbers, contacts, chats, groups, calls, 10DLC registration, support tickets, webhooks, and the event feed through one tool per Blooio API operation. Supports OAuth sign-in with organization-scoped access or a Blooio API key.