AgentIndex icon
AgentIndex
unraid-mcp logo
unraid-mcp
★ 142
vs
context-mode logo
context-mode
★ 31.8k

unraid-mcp vs context-mode

unraid-mcp: This MCP server translates tool calls into Unraid GraphQL queries and mutations over HTTP and WebSocket. It provides a comprehensive set of actions for system inspection, health checks, array management, Docker, VM, notifications, and more. Destructive operations require explicit confirmation to prevent accidents.; 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

unraid-mcp logo
unraid-mcpObservability · ★ 142

System inspection and monitoring

Read unraid-mcp full review →
context-mode logo
context-modeMemory & Context · ★ 31.8k
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 →
02

Side-by-Side Comparison

Field
unraid-mcp logounraid-mcp
context-mode logocontext-mode
Category
Observability
Memory & Context
Stars
★ 142
★ 31.8k
License
MIT
Elastic License 2.0
Install Command
pip install unraid-mcp
npm install -g context-mode
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, claude-code, claude-code-plugins
antigravity, claude, claude-code
03

Features

unraid-mcp logounraid-mcp
01GraphQL-backed MCP server for Unraid
02Unified tool with action/subaction routing for all operations
03Live telemetry via WebSocket subscriptions
04Destructive actions require explicit confirmation
05Multiple transport modes: streamable HTTP, stdio, SSE
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.
04

Use Cases

unraid-mcp logounraid-mcp
↳System inspection and monitoring
↳Parity check management
↳Docker container lifecycle management
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
05

Best For

unraid-mcp logounraid-mcp
—
context-mode logocontext-mode
Most PopularTrending
FAQ

FAQ

What is the difference between unraid-mcp and context-mode?
Both unraid-mcp and context-mode are in the Observability category. unraid-mcp has 142 stars, while context-mode has 31.8k stars.
Which is better, unraid-mcp or context-mode?
The best choice depends on your use case. Choose unraid-mcp if System inspection and monitoring, and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is unraid-mcp free or open source?
Yes, unraid-mcp 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).
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