totally-integrated-claude
★ 71
vs
context-mode
★ 31.7k
totally-integrated-claude vs context-mode
totally-integrated-claude: A Claude Code plugin for Siemens TIA Portal engineering automation. It provides a routed skill framework covering Python TIA Scripting, C# Openness, the Modular Application Creator and Add-In development.; 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.
01
TL;DR
totally-integrated-claudeMCP Servers · ★ 71
Automate PLC and HMI engineering tasks in TIA Portal with an AI agent
context-modeMemory & Context · ★ 31.7k
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.
02
Side-by-Side Comparison
Field
totally-integrated-claudecontext-modeCategory
MCP Servers
Memory & Context
Stars
★ 71
★ 31.7k
License
MIT
Elastic License 2.0
Install Command
/plugin marketplace add Czarnak/totally-integrated-claude
npm install -g context-mode
Updated
6d ago
1d ago
Open Source
Yes
Yes
Tags
agent-skills, antigravity, antigravity-cli
antigravity, claude, claude-code
03
Features
totally-integrated-claude01Routing skill that selects MCP, Python, C# or Add-In skills for a task
02Skills for PLC, HMI, devices, networks and drives engineering
03Write safety hooks that block TIA Portal writes without confirmation and a safety token
04Diagnostic skill that checks the TIA Portal V21 environment
context-mode01Context 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.
04
Use Cases
totally-integrated-claude↳Automate PLC and HMI engineering tasks in TIA Portal with an AI agent
↳Review exported PLC code for quality and security
context-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
05
Best For
totally-integrated-claude—
context-modeMost PopularTrending
FAQ
FAQ
What is the difference between totally-integrated-claude and context-mode?
Both totally-integrated-claude and context-mode are in the MCP Servers category. totally-integrated-claude has 71 stars, while context-mode has 31.7k stars.
Which is better, totally-integrated-claude or context-mode?
The best choice depends on your use case. Choose totally-integrated-claude if Automate PLC and HMI engineering tasks in TIA Portal with an AI agent, and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is totally-integrated-claude free or open source?
Yes, totally-integrated-claude is open source on GitHub (MIT).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
Cloud Infrastructure
AdDeploy on DigitalOcean
Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.
→