AgentIndex icon
AgentIndex
llm-context.py logo
llm-context.py
★ 307
vs
context-mode logo
context-mode
★ 31.8k

llm-context.py vs context-mode

llm-context.py: LLM Context provides smart context management for LLM development, streamlining the process of sharing relevant project files with AI. It leverages intelligent selection and rule-based filtering to ensure optimal context, addressing issues like token limits and manual file fetching.; 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

llm-context.py logo
llm-context.pyMemory & Context · ★ 307

Human-centric context sharing for LLM chat interfaces via clipboard.

Read llm-context.py 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
llm-context.py logollm-context.py
context-mode logocontext-mode
Category
Memory & Context
Memory & Context
Stars
★ 307
★ 31.8k
License
Apache-2.0
Elastic License 2.0
Install Command
uv tool install "llm-context>=0.6.0"
npm install -g context-mode
Updated
4d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
LLM Context Management, AI Agent Tools, Code Context
antigravity, claude, claude-code
03

Features

llm-context.py logollm-context.py
01Intelligent Selection: Rules automatically include/exclude appropriate files
02Context Validation: Preview size and selection before generation
03Code Excerpting: Extract structure while reducing tokens for 15+ languages
04MCP Integration: AI accesses additional files without manual intervention
05Composable Rules: Build complex contexts from reusable patterns
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

llm-context.py logollm-context.py
↳Human-centric context sharing for LLM chat interfaces via clipboard.
↳AI agents provisioning focused context for sub-tasks via CLI commands.
↳AI agents interacting with MCP tools to fetch additional files and explore code structure.
↳AI-assisted rule creation for dynamic task context definition.
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

llm-context.py logollm-context.py
Hidden Gem
context-mode logocontext-mode
Most PopularTrending
FAQ

FAQ

What is the difference between llm-context.py and context-mode?
Both llm-context.py and context-mode are in the Memory & Context category. llm-context.py has 307 stars, while context-mode has 31.8k stars.
Which is better, llm-context.py or context-mode?
The best choice depends on your use case. Choose llm-context.py if Human-centric context sharing for LLM chat interfaces via clipboard., and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is llm-context.py free or open source?
Yes, llm-context.py is open source on GitHub (Apache-2.0).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
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