"Understanding Context Memory in Chat Systems" matching MCP connectors:

Free live chat and AI support agent. Auto-create a workspace and embed from your AI editor.

Manage and optimize SiteSpeakAI chatbots from an AI agent in plain English: read analytics, tune prompts and model, manage knowledge sources and suggested messages, enable lead capture and human handoff, and triage the inbox.

Tabak Brucker in ChatGPT/Claude: Katalog, Beratung, Angebote & Warenkorb-Hand-off. Kauf 18+ im Shop.

Agent-native helpdesk. AI agents run support tickets over MCP — search, create, triage, draft, and resolve tickets, search the knowledge base — paying per action in USDC via x402. Read tools are free; priced tools return HTTP 402 with payment terms.

Embed an AI chat widget on your website from your coding agent: provision, configure, get snippet.

Build and manage AI-native customer support agents from Claude or any MCP client.

Chat Thing is the fastest way to build AI-native customer support. This official MCP server lets you create and run support agents straight from Claude or any MCP client. Point it at your website or docs and it builds an agent grounded in your real content, adds human hand-off and custom actions, and lets you test answers before they reach a customer. No dashboard required.

Manage Olark live-chat operators and groups (teams): list, create, update, and assign to teams.

MCP server for Sendbird — chat users, channels, members, and messages from your AI client.

Run AI customer support from your terminal: conversations, knowledge base, and chat widget.

Manage Shopify collection sorting by chat: strategies, assignments, and on-demand sorts.

Surface customer & prospect context from Slack, email, transcripts and tickets in any MCP client.

Stop drowning in app reviews: auto-reply on App Store & Google Play, on-brand, 100+ languages.

Live chat + AI support inbox: list, triage, and reply to customer conversations; configure widgets.

Run in-person events from your AI: create events, manage tickets, attendees, broadcasts.

Manage users, track events, companies, and knowledge base articles in UserGuiding.

Human-in-the-loop API for AI agents. CAPTCHA, OTP, KYC, and approvals by real humans.