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 64 chat interface applications servers tracked. 6 score above 50 (established tier). The highest-rated is cgoinglove/better-chatbot at 63/100 with 1,042 stars. 1 of the top 10 are actively maintained.

Get all 64 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	Stars	Language
1	cgoinglove/better-chatbot Just a Better Chatbot. Powered by Agent & MCP & Workflows.	63	Established	1,042	TypeScript
2	saigontechnology/AgentCrew Chat application with multi-agents system supports multi-models and MCP	57	Established	161	Python
3	zaidmukaddam/scira-mcp-chat A minimalistic MCP client with a good feature set.	56	Established	832	TypeScript
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。	54	Established	80	HTML
5	BiboyQG/WeChat-MCP WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and...	53	Established	96	Python
6	NiclasOlofsson/mode-manager-mcp MCP Memory Agent Server - A VS Code chatmode and instruction manager with...	51	Established	10	Python
7	render-examples/movie-context-provider An OpenAI App demo built with the OpenAI Apps SDK, that's ready to deploy on Render.	48	Emerging	13	TypeScript
8	ssssota/chapplin chapplin is a MCP Apps and ChatGPT Apps framework.	47	Emerging	16	TypeScript
9	AI-QL/chat-mcp A Desktop Chat App that leverages MCP(Model Context Protocol) to interface...	46	Emerging	243	HTML
10	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...	44	Emerging	88	Vue
11	pomerium/chatgpt-app-typescript-template ChatGPT app template using Pomerium, OpenAI Apps SDK and Model Context...	43	Emerging	14	TypeScript
12	passadis/mslearn-mcp-chat An AI Assistant that talks with MS Learn Docs MCP and offers a stylish Web...	42	Emerging	7	JavaScript
13	jenreh/appkit Reflex.dev components based on mantine.dev. Chat application and image generation UI.	42	Emerging	2	Python
14	hect0x7/jmcomic-ai AI 原生 JMComic 助手：通过 MCP 与 Skills 将 JMComic 注入你的 AI Agent. / AI-powered...	41	Emerging	15	Python
15	siva010928/multi-chat-mcp-server Google Chat MCP server that lets AI assistants like Claude and Cursor...	40	Emerging	21	Python
16	salah9003/Context7-ChatGPT-Bridge A bridge that allows ChatGPT to access up-to-date programming documentation...	38	Emerging	9	Python
17	fabianwilliams/ConferenceHaven-Community Community feedback, documentation, and discussions for ConferenceHaven MCP -...	37	Emerging	5	—
18	JoeCastrom/mcp-chat-studio A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI,...	37	Emerging	18	JavaScript
19	crypticsaiyan/phosphor Async Python IRC client with Textual TUI, magic-wormhole P2P transfers, MCP...	36	Emerging	5	Python
20	toby1991/chatgpt-cli A macOS CLI and MCP server that controls the ChatGPT Desktop App via...	36	Emerging	2	Objective-C
21	Microck/chatgpt-webui-mcp mcp server for querying chatgpt via webui session token. supports GPT-5.2...	36	Emerging	1	TypeScript
22	intertwine/vertex-mcp-chatbot Vertex AI chatbot with MCP integration	36	Emerging	4	Python
23	Darko-Martinovic/react-mcp-client A modern React-based client for Model Context Protocol (MCP) servers with...	36	Emerging	3	TypeScript
24	yimajo/mcp-server-chatgpt-mac-app An MCP server that allows you to use the ChatGPT macOS app.	35	Emerging	20	TypeScript
25	Ricky610329/mup MUP (Model UI Protocol) – A protocol for embedding interactive UI in LLM chat	35	Emerging	5	HTML
26	charris-msft/chat-mode-creator-mcp MCP server for creating custom VS Code chat modes for specialized...	34	Emerging	3	Python
27	kimimgo/viznoir VTK is all you need. Cinema-quality science visualization for AI agents.	34	Emerging	1	Python
28	fbarresi/signallama lightweight chat interface designed to work seamlessly with your own MCP servers	31	Emerging	6	C#
29	BlinkZer0/Agent-Cascade Allows a LLM to chat with a local model hosted from Ollama or LM Studio \|...	31	Emerging	2	TypeScript
30	teamyavio/yavio The Open Source Analytics and Visibility Layer for ChatGPT Apps and MCP Apps.	31	Emerging	24	TypeScript
31	Sri-Krishna-V/Derived-WMD The Agentic Generative UI Platform: Transform natural language into...	30	Emerging	4	TypeScript
32	faith-tools/open-chat Roll your own chat with just a few lines of code. Open source alternative to...	30	Emerging	4	TypeScript
33	sybachpunk/Salesforce-Agent-Chatbot-with-MCP-Architecture This project provides a sophisticated chatbot for Salesforce call center...	30	Emerging	1	Python
34	prospectio-ai/prospectio-api-mcp MCP/API server that helps you to connect to different lead generation app	30	Emerging	18	Python
35	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。	29	Experimental	11	JavaScript
36	tcpiplab/Instability A network diagnostic chatbot that also works offline. It has over 50...	29	Experimental	5	Python
37	aimdoc-ai/mcp-chat-widget Configure, host and embed MCP-enabled chat widgets for your website or...	29	Experimental	11	TypeScript
38	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。	26	Experimental	7	JavaScript
39	to-aoki/tiny_chat This is an LLM application with chat functionality, featuring chat using...	24	Experimental	2	Python
40	appboypov/group-chat-mcp Multi-agent communication server using the Model Context Protocol. Enables...	22	Experimental	—	TypeScript
41	Chevron7Locked/lm-chat Web frontend for LM Studio — browser access, adaptive memory, multi-user...	22	Experimental	1	HTML
42	SolanceLab/presence-app Template for building AI companion presence systems. MCP server works with...	21	Experimental	—	JavaScript
43	NewJerseyStyle/elisa-mcp The first chatbot ELISA as a tool (reference) for LLM in producing ELIZA effect	21	Experimental	—	JavaScript
44	johnmartinez/cgm-get-agent MCP server connecting Claude and ChatGPT to your Dexcom G7 CGM. Ask about...	21	Experimental	—	Go
45	hadamyeedady12-dev/kmsg-mcp 카카오톡 MCP 서버 for Claude Code - 카카오톡 메시지 읽기/보내기를 MCP로 제어 \| KakaoTalk MCP...	21	Experimental	—	Python
46	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)...	20	Experimental	4	—
47	stefankumarasinghe/codemasterpro The Search For A Refined Coding ChatGPT for Software Engineers	19	Experimental	2	TypeScript
48	MmmarRTha/echobot-ai-app A modern, responsive AI chat application that leverages multiple...	19	Experimental	1	TypeScript
49	RAMOSNO/scira-mcp-chat A minimalistic MCP client with a good feature set.	18	Experimental	1	TypeScript
50	tostechbr/sdk-apps-openai A professional collection of interactive AI applications built with the...	17	Experimental	—	TypeScript
51	prakhar7824/TalkAPI TalkAPI: Conversational API testing MCP server for Claude Desktop. Test APIs...	14	Experimental	—	Python
52	billebel/catalyst_mcp Enterprise MCP server connecting Claude, ChatGPT & AI assistants to...	14	Experimental	1	Python
53	PolecatWorks/chatagent-root Chatbot root to use with Azure chatbot	13	Experimental	—	Python
54	marc-shade/node-chat-mcp Real-time inter-node AI communication for distributed agentic clusters.	13	Experimental	—	Python
55	jogenzu/project-chat 集联网搜索/ES搜索/MCP功能于一体的chatbot	13	Experimental	—	Python
56	youssefaltai/chat-agent Central chat API with OpenAI Agents SDK and MCP. Session memory in Redis,...	13	Experimental	—	Python
57	pierrehanne/mcp-demo MCP Demo – AI-Powered Interactive Chat with Node.js Try an interactive...	13	Experimental	—	TypeScript
58	mborne/llm-experimentations [DOC] Some experimentations with ChatGPT and IGNF APIs (french)	13	Experimental	—	HTML
59	sreeshanth-soma/Alephra AI medical assistant that analyzes reports, tracks vitals/labs, manages...	13	Experimental	—	TypeScript
60	achappey/aihappey-ai AI backend providing standardized endpoints for chat completions, streaming...	13	Experimental	—	C#
61	Ashot72/chatgpt-sdk-multimodal-mcp-app ChatGPT Apps SDK Explained — Build Interactive AI Apps Inside ChatGPT Using MCP!	12	Experimental	1	TypeScript
62	chkp-arose/checkpoint-mcp-libreChat-demo A fully self-contained, Docker-based deployment of LibreChat pre-configured...	11	Experimental	—	—
63	bighadj22/chatgpt-apps-sdk-examples A ChatGPT App that brings high-quality, royalty-free photography from Pexels...	10	Experimental	1	TypeScript
64	yodakeisuke/mcp-logical-thinking for apps in ChatGPT	10	Experimental	1	TypeScript

Comparisons in this category

scira-mcp-chat and chat-mcp (56 vs 46) chat-mcp and mcp-chat-studio (46 vs 37) AgentCrew and mode-manager-mcp (57 vs 51) WeChat-MCP and multi-chat-mcp-server (53 vs 40)