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Open Source Chatbot Platforms using MCP

A curated collection of the best open source tools to build, deploy, and manage AI-powered conversational agents across various channels, automating customer interactions and support services. using MCP.

Structured control layer for customer-facing AI agents
  • Stars


    18,290
  • Last commit


    2 months ago
  • License


    Apache-2.0
A conversational AI server that manages agent behavior through context-aware guidelines, keeping responses consistent, auditable, and aligned at scale.

Open Source Alternative to:

Self-hostable omnichannel chatbot platform for agencies
  • Stars


    836
  • Last commit


    11 hours ago
  • License


    MIT
Open source agentic chat marketing platform you can self-host, white-label, and resell. Automate omnichannel conversations across WhatsApp, Messenger, Instagram, Telegram, Zalo, TikTok, Email, and Webchat with a flow builder, shared inbox, AI agents, CRM, and broadcasts.

Open Source Alternative to:

Markdown that mounts real applications
  • Stars


    67
  • Last commit


    2 days ago
  • License


    MIT
Markdown Document with Mounted Applications, the open-source format that turns AI responses into interactive documents. Forms, tables, approval gates and charts render straight from the chat, no custom UI per use case.

Open Source Alternative to:

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