AgentIndex icon
AgentIndex
context-mode logo
context-mode
★ 31.8k
vs
swarmclaw logo
swarmclaw
★ 697

context-mode vs swarmclaw

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.; swarmclaw: SwarmClaw is a self-hosted AI runtime for autonomous agents, supporting multiple providers and MCP-native integration. It enables agent orchestration with memory, delegation, schedules, and skill learning, featuring a rich set of built-in integrations and deployment options.

01

TL;DR

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 →
swarmclaw logo
swarmclawMemory & Context · ★ 697

Personal Assistant with memory and scheduling

Read swarmclaw full review →
02

Side-by-Side Comparison

Field
context-mode logocontext-mode
swarmclaw logoswarmclaw
Category
Memory & Context
Memory & Context
Stars
★ 31.8k
★ 697
License
Elastic License 2.0
MIT
Install Command
npm install -g context-mode
npm i -g @swarmclawai/swarmclaw
Updated
1d ago
3mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
antigravity, claude, claude-code
agent-framework, agents, ai
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.
swarmclaw logoswarmclaw
01Multi-provider support (OpenAI, Anthropic, Ollama, etc.)
02MCP-native integration for tool injection
03Memory and conversation-to-skill learning
04Delegation and orchestration with subagents
05Self-hosted with desktop app, CLI, and Docker
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
swarmclaw logoswarmclaw
↳Personal Assistant with memory and scheduling
↳Virtual Company with multiple specialized agents
↳Development Team with delegation to code CLIs
05

Best For

context-mode logocontext-mode
Most PopularTrending
swarmclaw logoswarmclaw
—
FAQ

FAQ

What is the difference between context-mode and swarmclaw?
Both context-mode and swarmclaw are in the Memory & Context category. context-mode has 31.8k stars, while swarmclaw has 697 stars.
Which is better, context-mode or swarmclaw?
The best choice depends on your use case. Choose context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues), and swarmclaw if Personal Assistant with memory and scheduling.
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
Is swarmclaw free or open source?
Yes, swarmclaw is open source on GitHub (MIT).
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