AgentIndex icon
AgentIndex
context-mode logo
context-mode
★ 32.5k
vs
vizra-adk logo
vizra-adk
★ 296

context-mode vs vizra-adk

context-mode: Every tool call in an MCP (Model-Controller-Program) environment dumps raw data into the context window, quickly consuming space and causing the agent to lose track of ongoing tasks. Context Mode is an MCP server that tackles this by sandboxing tool outputs to significantly reduce context usage, tracking session events in SQLite for continuity, and promoting 'think in code' to minimize data processing within the LLM.; vizra-adk: Vizra ADK is a comprehensive Laravel package for building autonomous AI agents that can reason, use tools, and maintain persistent memory. It allows developers to create intelligent, interactive agents that integrate seamlessly with their Laravel applications.

01

TL;DR

context-mode logo
context-modeMemory & Context · ★ 32.5k
When to choose:
  • Your sessions fill up with tool output such as Playwright snapshots, GitHub issue lists or logs.
  • You want work state (edits, git operations, tasks, decisions) to survive context compaction without being dumped back into the window.
  • You use a hook-capable agent, where tool routing happens automatically.
When to skip:
  • You need an OSI open-source licence: it uses the Elastic License 2.0, which restricts uses such as offering it as a managed service.
  • Your sessions are short and rarely hit the context limit.
  • You do not want hooks changing how your agent's tools behave.
Read context-mode full review →
vizra-adk logo
vizra-adkMemory & Context · ★ 296

Building intelligent customer support assistants

Read vizra-adk full review →
02

Side-by-Side Comparison

Field
context-mode logocontext-mode
vizra-adk logovizra-adk
Category
Memory & Context
Memory & Context
Stars
★ 32.5k
★ 296
License
Elastic License 2.0
MIT
Install Command
npm install -g context-mode
composer require vizra/vizra-adk
Updated
1d ago
2w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
antigravity, claude, claude-code
AI Agents, Laravel, PHP
03

Features

context-mode logocontext-mode
01Context Saving: Sandbox tools keep raw data out of the context window, achieving up to 98% reduction.
02Session Continuity: Tracks every file edit, git operation, task, and user decision in SQLite for seamless session resume.
03Think in Code: Promotes LLMs to program analysis, not compute it, saving 100x context by logging only results.
04Batch Execution & Search: Run multiple commands/queries in one call with tools like `ctx_batch_execute`.
05Advanced Knowledge Base: Uses SQLite FTS5 with BM25 ranking, smart snippets, and TTL cache for efficient information retrieval.
vizra-adk logovizra-adk
01Multi-Model AI Support
02Extensible Tool System
03Persistent Memory
04Agent Workflows
05Laravel Native
04

Use Cases

context-mode logocontext-mode
↳Deep repository research and analysis (e.g., architecture, contributors, issues)
↳Analyze Git history to identify top contributors, commit frequency, and most changed files
↳Efficiently process large JSON APIs, web pages, or logs without flooding the context window
vizra-adk logovizra-adk
↳Building intelligent customer support assistants
↳Automating business processes with custom tools
↳Creating complex AI-driven workflows within Laravel applications
05

Best For

context-mode logocontext-mode
Most PopularTrending
vizra-adk logovizra-adk
—
FAQ

FAQ

What is the difference between context-mode and vizra-adk?
Both context-mode and vizra-adk are in the Memory & Context category. context-mode has 32.5k stars, while vizra-adk has 296 stars.
Which is better, context-mode or vizra-adk?
The best choice depends on your use case. Choose context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues), and vizra-adk if Building intelligent customer support assistants.
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
Is vizra-adk free or open source?
Yes, vizra-adk is open source on GitHub (MIT).
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