Chat Interface Applications MCP Servers
Complete chat applications and UI frameworks for interacting with LLMs and MCP servers. Includes desktop clients, web frontends, and multiplatform chat UIs. Does NOT include MCP servers themselves, backend APIs, or agent/workflow orchestration platforms.
There are 72 chat interface applications servers tracked. 6 score above 50 (established tier). The highest-rated is cgoinglove/better-chatbot at 57/100 with 1,042 stars. 1 of the top 10 are actively maintained.
Get all 72 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mcp&subcategory=chat-interface-applications&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Server | Score | Tier |
|---|---|---|---|
| 1 |
cgoinglove/better-chatbot
Just a Better Chatbot. Powered by Agent & MCP & Workflows. |
|
Established |
| 2 |
saigontechnology/AgentCrew
Chat application with multi-agents system supports multi-models and MCP |
|
Established |
| 3 |
BiboyQG/WeChat-MCP
WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and... |
|
Established |
| 4 |
huimeicloud/hm_editor
一款轻量级、可扩展的、跨平台的、专为医疗信息化设计的电子病历编辑器内核，为EMR（电子病历系统）提供专业的结构化病历编辑与AI接入解决方案。 |
|
Established |
| 5 |
zaidmukaddam/scira-mcp-chat
A minimalistic MCP client with a good feature set. |
|
Established |
| 6 |
NiclasOlofsson/mode-manager-mcp
MCP Memory Agent Server - A VS Code chatmode and instruction manager with... |
|
Established |
| 7 |
ssssota/chapplin
chapplin is a MCP Apps and ChatGPT Apps framework. |
|
Emerging |
| 8 |
hect0x7/jmcomic-ai
AI 原生 JMComic 助手：通过 MCP 与 Skills 将 JMComic 注入你的 AI Agent. / AI-powered... |
|
Emerging |
| 9 |
pomerium/chatgpt-app-typescript-template
ChatGPT app template using Pomerium, OpenAI Apps SDK and Model Context... |
|
Emerging |
| 10 |
render-examples/movie-context-provider
An OpenAI App demo built with the OpenAI Apps SDK, that's ready to deploy on Render. |
|
Emerging |
| 11 |
AI-QL/chat-mcp
A Desktop Chat App that leverages MCP(Model Context Protocol) to interface... |
|
Emerging |
| 12 |
machaojin1917939763/mcp-ui
基于MCP(Model Context Protocol)的智能聊天应用，支持Web和桌面环境。集成OpenAI/Anthropic... |
|
Emerging |
| 13 |
JoeCastrom/mcp-chat-studio
A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI,... |
|
Emerging |
| 14 |
rainu/ask-mai
A scriptable and powerful UI-Chat-Application for chatting with most Gen-AI LLMs |
|
Emerging |
| 15 |
jenreh/appkit
Reflex.dev components based on mantine.dev. Chat application and image generation UI. |
|
Emerging |
| 16 |
Jevon-Zhong/Ai-doctor
🧑⚕️... |
|
Emerging |
| 17 |
toby1991/chatgpt-cli
A macOS CLI and MCP server that controls the ChatGPT Desktop App via... |
|
Emerging |
| 18 |
passadis/mslearn-mcp-chat
An AI Assistant that talks with MS Learn Docs MCP and offers a stylish Web... |
|
Emerging |
| 19 |
kimimgo/viznoir
VTK is all you need. Cinema-quality science visualization for AI agents. |
|
Emerging |
| 20 |
Ricky610329/mup
MUP (Model UI Protocol) – A protocol for embedding interactive UI in LLM chat |
|
Emerging |
| 21 |
siva010928/multi-chat-mcp-server
Google Chat MCP server that lets AI assistants like Claude and Cursor... |
|
Emerging |
| 22 |
fabianwilliams/ConferenceHaven-Community
Community feedback, documentation, and discussions for ConferenceHaven MCP -... |
|
Emerging |
| 23 |
crypticsaiyan/phosphor
Async Python IRC client with Textual TUI, magic-wormhole P2P transfers, MCP... |
|
Emerging |
| 24 |
salah9003/Context7-ChatGPT-Bridge
A bridge that allows ChatGPT to access up-to-date programming documentation... |
|
Emerging |
| 25 |
intertwine/vertex-mcp-chatbot
Vertex AI chatbot with MCP integration |
|
Emerging |
| 26 |
Darko-Martinovic/react-mcp-client
A modern React-based client for Model Context Protocol (MCP) servers with... |
|
Emerging |
| 27 |
yimajo/mcp-server-chatgpt-mac-app
An MCP server that allows you to use the ChatGPT macOS app. |
|
Experimental |
| 28 |
teamyavio/yavio
The Open Source Analytics and Visibility Layer for ChatGPT Apps and MCP Apps. |
|
Experimental |
| 29 |
sybachpunk/Salesforce-Agent-Chatbot-with-MCP-Architecture
This project provides a sophisticated chatbot for Salesforce call center... |
|
Experimental |
| 30 |
charris-msft/chat-mode-creator-mcp
MCP server for creating custom VS Code chat modes for specialized... |
|
Experimental |
| 31 |
Sri-Krishna-V/Derived-WMD
The Agentic Generative UI Platform: Transform natural language into... |
|
Experimental |
| 32 |
oxi-p/DentalDesk
DentalDesk: An open-source AI dental assistant and chatbot for dental... |
|
Experimental |
| 33 |
BlinkZer0/Agent-Cascade
Allows a LLM to chat with a local model hosted from Ollama or LM Studio |... |
|
Experimental |
| 34 |
fbarresi/signallama
lightweight chat interface designed to work seamlessly with your own MCP servers |
|
Experimental |
| 35 |
faith-tools/open-chat
Roll your own chat with just a few lines of code. Open source alternative to... |
|
Experimental |
| 36 |
prospectio-ai/prospectio-api-mcp
MCP/API server that helps you to connect to different lead generation app |
|
Experimental |
| 37 |
aimdoc-ai/mcp-chat-widget
Configure, host and embed MCP-enabled chat widgets for your website or... |
|
Experimental |
| 38 |
tcpiplab/Instability
A network diagnostic chatbot that also works offline. It has over 50... |
|
Experimental |
| 39 |
guangxiangdebizi/AI-web-mcpmode
一个基于 MCP (Model Context Protocol) 的智能对话助手Web应用，支持实时聊天、工具调用和对话历史管理。 |
|
Experimental |
| 40 |
Chevron7Locked/lm-chat
Web frontend for LM Studio — browser access, adaptive memory, multi-user... |
|
Experimental |
| 41 |
appboypov/group-chat-mcp
Multi-agent communication server using the Model Context Protocol. Enables... |
|
Experimental |
| 42 |
johnmartinez/cgm-get-agent
MCP server connecting Claude and ChatGPT to your Dexcom G7 CGM. Ask about... |
|
Experimental |
| 43 |
skillslite01/apple-to-openai
Expose Apple's on-device Foundation Model via an OpenAI-compatible API... |
|
Experimental |
| 44 |
pratikjadhav2726/AG-UI-chatbot
A Next.js chatbot that uses Large Language Models (LLMs) and an MCP server... |
|
Experimental |
| 45 |
vaibhavard/Librechat-Advanced
Chat with top llms(free) , built in websearch , code-interpreter data... |
|
Experimental |
| 46 |
guangxiangdebizi/WebwithMCP
基于 FastAPI + 原生前端的智能助手 Web 应用，支持实时对话、MCP 工具调用与对话历史管理。开箱即用，易于扩展，适合 AI 工具集成与智能对话场景。 |
|
Experimental |
| 47 |
philtimmes/open-nuechat
Open-Nuechat: The Lightweight, Agentic Alternative to Open WebUI |
|
Experimental |
| 48 |
Microck/chatgpt-webui-mcp
mcp server for querying chatgpt via webui session token. supports GPT-5.2... |
|
Experimental |
| 49 |
hadamyeedady12-dev/kmsg-mcp
카카오톡 MCP 서버 for Claude Code - 카카오톡 메시지 읽기/보내기를 MCP로 제어 | KakaoTalk MCP... |
|
Experimental |
| 50 |
NewJerseyStyle/elisa-mcp
The first chatbot ELISA as a tool (reference) for LLM in producing ELIZA effect |
|
Experimental |
| 51 |
SolanceLab/presence-app
Template for building AI companion presence systems. MCP server works with... |
|
Experimental |
| 52 |
hadv/yitam
Kết nối tri thức y học cổ truyền với công nghệ hiện đại |
|
Experimental |
| 53 |
to-aoki/tiny_chat
This is an LLM application with chat functionality, featuring chat using... |
|
Experimental |
| 54 |
Chris31372/better-chat
🤖 Build an AI chat app with multi-model support, secure user data isolation,... |
|
Experimental |
| 55 |
achappey/aihappey-chat
Browser-based AI-native chat client built on open standards such as MCP,... |
|
Experimental |
| 56 |
tostechbr/sdk-apps-openai
A professional collection of interactive AI applications built with the... |
|
Experimental |
| 57 |
achappey/aihappey-ai
AI backend providing standardized endpoints for chat completions, streaming... |
|
Experimental |
| 58 |
prakhar7824/TalkAPI
TalkAPI: Conversational API testing MCP server for Claude Desktop. Test APIs... |
|
Experimental |
| 59 |
zk-b612/mcp-qwen-omni
这是一个基于通义千问（Qwen-Omni）实现的多模态 AI 服务，通过 Model Context Protocol (MCP)... |
|
Experimental |
| 60 |
stefankumarasinghe/codemasterpro
The Search For A Refined Coding ChatGPT for Software Engineers |
|
Experimental |
| 61 |
RAMOSNO/scira-mcp-chat
A minimalistic MCP client with a good feature set. |
|
Experimental |
| 62 |
MmmarRTha/echobot-ai-app
A modern, responsive AI chat application that leverages multiple... |
|
Experimental |
| 63 |
mishu-sh/campus-chatbot
一个为高校设计的、会自我进化的AI智能服务中枢。集成RAGFlow, LLM, MCP工具调用，提供开箱即用的私有化部署方案。 |
|
Experimental |
| 64 |
PolecatWorks/chatagent-root
Chatbot root to use with Azure chatbot |
|
Experimental |
| 65 |
chkp-arose/checkpoint-mcp-libreChat-demo
A fully self-contained, Docker-based deployment of LibreChat pre-configured... |
|
Experimental |
| 66 |
bashir-muhammad/driveScout
ChatGPT App sdk |
|
Experimental |
| 67 |
pierrehanne/mcp-demo
MCP Demo – AI-Powered Interactive Chat with Node.js Try an interactive... |
|
Experimental |
| 68 |
marc-shade/node-chat-mcp
Real-time inter-node AI communication for distributed agentic clusters. |
|
Experimental |
| 69 |
jogenzu/project-chat
集联网搜索/ES搜索/MCP功能于一体的chatbot |
|
Experimental |
| 70 |
youssefaltai/chat-agent
Central chat API with OpenAI Agents SDK and MCP. Session memory in Redis,... |
|
Experimental |
| 71 |
sreeshanth-soma/Alephra
AI medical assistant that analyzes reports, tracks vitals/labs, manages... |
|
Experimental |
| 72 |
mborne/llm-experimentations
[DOC] Some experimentations with ChatGPT and IGNF APIs (french) |
|
Experimental |