AgentIndex icon
AgentIndex
magic-context logo
magic-context
★ 2.4k
vs
inno-agent logo
inno-agent
★ 1.3k

magic-context vs inno-agent

magic-context: Magic Context is a context and memory plugin for coding agent harnesses (OpenCode, Pi and OMP) that compresses history in the background, lifts decisions and conventions into project memory and recalls them each turn. It replaces the host's built-in compaction so one session per project can run for weeks without pauses.; inno-agent: Inno Agent is a personal learning agent built on the Pi coding-agent SDK without modifying its kernel. It organizes learning support into three memory layers (learner profile, native wiki, cross-session recall) and adds a cron scheduler, Feishu/WeChat channels and a Practice Lab, shipped as desktop app, web UI and CLI.

01

TL;DR

magic-context logo
magic-contextMemory & Context · ★ 2.4k

Keep one coding-agent session per project running for weeks

Read magic-context full review →
inno-agent logo
inno-agentMemory & Context · ★ 1.3k

Personal tutor that tracks goals and misconceptions over time

Read inno-agent full review →
02

Side-by-Side Comparison

Field
magic-context logomagic-context
inno-agent logoinno-agent
Category
Memory & Context
Memory & Context
Stars
★ 2.4k
★ 1.3k
License
MIT
MIT
Install Command
npx @cortexkit/magic-context@latest setup
git clone https://github.com/hhyqhh/inno-agent.git && cd inno-agent && npm install && npm run build
Updated
1d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-framework, agent-memory, ai
agent-framework, cli, electron
03

Features

magic-context logomagic-context
01Background history compression that lifts durable knowledge into project memory
02Overnight dreamer agents verify, deduplicate and curate memories
03Automatic recall each turn plus search across memories, past conversations and git history
04Setup wizard that configures OpenCode, Pi or OMP and disables built-in compaction
inno-agent logoinno-agent
01L1 learner profile, L2 wiki with BM25 + knowledge-graph retrieval, L3 session recall on SQLite FTS5
02Natural-language cron jobs for proactive reminders
03Feishu and WeChat channels with a unified reminder dispatcher
04Practice Lab with an in-browser terminal whose run records the agent can read
05Any OpenAI- or Anthropic-compatible provider, including Ollama and DeepSeek
04

Use Cases

magic-context logomagic-context
↳Keep one coding-agent session per project running for weeks
↳Avoid compaction pauses that drop context mid-task
↳Give an agent memory of past decisions and project conventions
inno-agent logoinno-agent
↳Personal tutor that tracks goals and misconceptions over time
↳Building a personal wiki from PDFs and notes
↳Teachers preparing lesson plans and slides with presets
05

Best For

magic-context logomagic-context
EssentialTrending
inno-agent logoinno-agent
EssentialTrending
FAQ

FAQ

What is the difference between magic-context and inno-agent?
Both magic-context and inno-agent are in the Memory & Context category. magic-context has 2.4k stars, while inno-agent has 1.3k stars.
Which is better, magic-context or inno-agent?
The best choice depends on your use case. Choose magic-context if Keep one coding-agent session per project running for weeks, and inno-agent if Personal tutor that tracks goals and misconceptions over time.
Is magic-context free or open source?
Yes, magic-context is open source on GitHub (MIT).
Is inno-agent free or open source?
Yes, inno-agent is open source on GitHub (MIT).
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Related

Alternatives to magic-context →Alternatives to inno-agent →magic-context details →inno-agent details →