This chatbot example demonstrates how to integrate the Model Context Protocol (MCP) into a simple CLI chatbot. The implementation showcases MCP's flexibility by supporting multiple tools through MCP servers and is compatible with any LLM provider that follows OpenAI API standards.
Enhanced ChatGPT Clone: Features Agents, Anthropic, AWS, OpenAI, Assistants API, Azure, Groq, o1, GPT-4o, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting.
kibitiz is the free and open-source Replit. Minimally, it is a lightweight chat interface to the popular LLM APIs (Anthropic and OpenAI API formats supported). Experience automated tool loops: try asking your agent to use wcgw to make a change to a local repository, then fix linter and compiler errors, make a commit, and push to remote, all without user intervention! Even better, code on-the-go by setting up MCP servers on your laptop, then connecting from your mobile through Kinode.
Glue is a full-featured, thread-first team chat platform with a built-in AI agent and support for MCP, enabling teams to leverage intelligent tools and insights. Learn more.
Think n8n + ChatGPT. FLUJO is a desktop application that integrates with MCP to provide a workflow-builder interface for AI interactions. Built with Next.js and React, it supports both online and offline (ollama) models, it manages API Keys and environment variables centrally and can install MCP Servers from GitHub. FLUJO has a ChatCompletions endpoint and flows can be executed from other AI applications like Cline, Roo or Claude. - Environment & API Key Management - Model Management - MCP Server Integration - Workflow Orchestration - Chat Interface
Cline can handle complex software development tasks step-by-step. With tools that let him create & edit files, explore large projects, use the browser, and execute terminal commands (after you grant permission), he can assist you in ways that go beyond code completion or tech support. Cline can even use the Model Context Protocol (MCP) to create new tools and extend his own capabilities. While autonomous AI scripts traditionally run in sandboxed environments, this extension provides a human-in-the-loop GUI to approve every file change and terminal command, providing a safe and accessible way to explore the potential of agentic AI.
Cherry Studio is a desktop client that supports for multiple LLM providers, available on Windows, Mac and Linux. Feature: - Multi-Model Support: Integrates cloud (OpenAI, Gemini, Anthropic), web AI (Claude, Perplexity), and local models (Ollama, LM Studio). - AI Assistants: 300+ presets, custom creation, and multi-model parallel chats. - Doc Processing: Handles text/images/Office/PDF, WebDAV, Mermaid, and code highlighting. - Productivity: Global search, topic management, AI translation, drag-drop, mini-programs, and MCP server. - UX: Cross-platform (Win/Mac/Linux), plug-and-play, light/dark themes, transparent UI, full Markdown, and easy sharing.
CarrotAI is an advanced AI agent application that enables real-time streaming chat using Server-Sent Events (SSE) and Streamable HTTP, with seamless integration of the Model Control Protocol (MCP). It supports concurrent connections to multiple SSE MCP servers and offers a multilingual user interface in English, Chinese, and Japanese.
BrowseWiz is a customizable AI Chat, AI Assistant and AI Agent for browser's side panel. It is a flexible tool that can help automate your workflows. Key Features: - give AI access to contexts: files, active tab, YT video transcript, text selected on a page - manage collection of prompts, add 1-click prompt buttons - set and manage system instructions - bring your own key or model (OpenAI API-compatible) - add tools for agentic capabilities via webhooks/APIs + JSON schema or by providing MCP server URLs (supports streamable HTTP and SSE)