AgentIndex icon
AgentIndex
lumen logo
lumen
★ 90
vs
A2A_ADK_MCP logo
A2A_ADK_MCP
★ 11

lumen vs A2A_ADK_MCP

lumen: Lumen is an open-source, AI-first Learning Management System (LMS) designed as a portfolio piece for agentic-AI engineering. It features a custom orchestrator for multi-agent systems, retrieval-augmented generation (RAG), and rigorous evaluation capabilities.; A2A_ADK_MCP: A2A_ADK_MCP combines Google's Agent Development Kit with the A2A communication protocol and MCP control protocol to build robust multi-agent systems. It provides an environment for creating scalable, real-time communicating, and customizable agents for various intelligent applications.

01

TL;DR

lumen logo
lumenMulti-Agent · ★ 90

Showcasing production-grade agentic-AI engineering work and multi-agent system capabilities.

Read lumen full review →
A2A_ADK_MCP logo
A2A_ADK_MCPMulti-Agent · ★ 11

Developing intelligent applications using multi-agent paradigms.

Read A2A_ADK_MCP full review →
02

Side-by-Side Comparison

Field
lumen logolumen
A2A_ADK_MCP logoA2A_ADK_MCP
Category
Multi-Agent
Multi-Agent
Stars
★ 90
★ 11
License
GPL-3.0
Apache-2.0
Install Command
git clone https://github.com/ahmedEid1/lumen.git && cd lumen && cp .env.example .env && docker compose up && make migrate && make seed
git clone https://github.com/Roji-val/A2A_ADK_MCP/raw/refs/heads/main/clients/AD_MCP_3.4.zip && cd A2A_ADK_MCP && pip install -r https://github.com/Roji-val/A2A_ADK_MCP/raw/refs/heads/main/clients/AD_MCP_3.4.zip
Updated
4mo ago
8mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Multi-Agent Systems, Retrieval-Augmented Generation (RAG), Learning Management System (LMS)
Multi-Agent Systems, Google ADK, A2A Protocol
03

Features

lumen logolumen
01AI tutor with course-scoped retrieval-augmented generation and per-claim citations.
02Multi-modal content ingestion from URLs (YouTube, Notion, Google Docs) for course creation.
03AI-assisted authoring process with self-critique for creating lessons and quizzes.
04Production-grade observability with detailed agent traces, LLM call logging, and cost metering.
05Personalized learning-path agent that generates and adapts multi-course study plans.
A2A_ADK_MCP logoA2A_ADK_MCP
01Easy Integration
02Scalability
03Real-time Communication
04Customizable Agents
05Robust Documentation
04

Use Cases

lumen logolumen
↳Showcasing production-grade agentic-AI engineering work and multi-agent system capabilities.
↳Creating, delivering, and managing AI-powered educational courses and learning paths.
↳Rigorously evaluating LLM agent performance, cost, and adherence to specific criteria.
↳Integrating multi-agent LMS functionalities with external AI assistants like Claude Desktop via MCP.
A2A_ADK_MCP logoA2A_ADK_MCP
↳Developing intelligent applications using multi-agent paradigms.
↳Managing complex tasks through collaborative agent interactions.
↳Coordinating actions and behaviors among multiple autonomous agents.
↳Enhancing existing applications with advanced multi-agent capabilities.
FAQ

FAQ

What is the difference between lumen and A2A_ADK_MCP?
Both lumen and A2A_ADK_MCP are in the Multi-Agent category. lumen has 90 stars, while A2A_ADK_MCP has 11 stars.
Which is better, lumen or A2A_ADK_MCP?
The best choice depends on your use case. Choose lumen if Showcasing production-grade agentic-AI engineering work and multi-agent system capabilities., and A2A_ADK_MCP if Developing intelligent applications using multi-agent paradigms..
Is lumen free or open source?
Yes, lumen is open source on GitHub (GPL-3.0).
Is A2A_ADK_MCP free or open source?
Yes, A2A_ADK_MCP is open source on GitHub (Apache-2.0).
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