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

ORYKSA AI EmployeesAOAuth

com.oryksa

AI support employee for any website: learns the site, answers visitors by chat and voice.

The GVRN Incorporation MCP is a public Model Context Protocol (MCP) server that lets AI agents — on any LLM provider — collect and submit company incorporation requests to GVRN on a user's behalf. Every submission is reviewed by GVRN's corporate secretarial team, who follow up with the user by email. All fields are optional, so an agent can submit early with whatever the user has provided and let a specialist fill in the gaps.

The official Model Context Protocol (MCP) server for RubiConnect — the enterprise platform for RCS (Rich Communication Services) and WhatsApp Business messaging. Connect external AI assistants (such as Claude Desktop, Claude.ai, Cursor, ChatGPT, and autonomous agent pipelines) directly to your RubiConnect messaging workspace to check phone reachability, send rich cards and carousels, trigger bulk campaigns, inspect live inbox conversations, and query messaging analytics.

Check bookings, review calls and chats, and manage appointments in your Nexwin AI receptionist.

SiteSpeak Chatbot ManagerA

ai.sitespeak.api

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.

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.

Customer support, live chat, CRM and helpdesk on Crisp with the full official REST API v1 (api.crisp

Real-world tasks in Hamburg: quote, check service area, submit an enquiry for human review.

SingChatA

org.singchat

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

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.

shopA

de.tabak-brucker.www

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

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.

syntheticbrewOAuth

ai.syntheticbrew

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.

Inspect WhatsApp connections, groups, message delivery, schedules and webhooks in ChatRail.

Help desk: read the queue, answer and solve tickets, look up customers, refund in Stripe.

Read, tag, assign and report on your customer reviews from 200+ platforms in Reviewflowz.

Search published help and hand customer chat to a person. Requires your app's backend integration.

Send, automate, and orchestrate SMS, WhatsApp, Viber, IVR, and USSD messaging in 150+ countries.