guild
★ 301
vs
context-mode
★ 16.0k
guild vs context-mode
guild: guild is a compiled Go binary with an MCP server backed by embedded SQLite, providing shared context, memory, and task coordination for AI coding agents. It allows multiple agents across different editors to share state safely using atomic locks. State persists locally and includes hybrid search (BM25+vector).; 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
Choose guild if…Multi-agent coordination on the same project
Choose context-mode if…Deep repository research and analysis (e.g., architecture, contributors, issues)
02
Side-by-Side Comparison
03
Features
guild01Shared context and memory across sessions
02Atomic task claims (quests) to prevent collisions
03Hybrid search (BM25 + vector) for lore
04Oath, brief, and quest system for session handoff
05Works with any MCP client (Claude Code, Codex, Cursor, etc.)
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
guild↳Multi-agent coordination on the same project
↳Continuity across coding sessions
↳Knowledge management for AI coding agents
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
guildMemory & ContextMulti-Agent
context-modeTrendingDev ToolingMemory & Context
FAQ
FAQ
What is the difference between guild and context-mode?
Both guild and context-mode are in the RAG / Knowledge Base category. guild has 301 stars, while context-mode has 16.0k stars.
Which is better, guild or context-mode?
The best choice depends on your use case. Choose guild if Multi-agent coordination on the same project, and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is guild free or open source?
Yes, guild is open source on GitHub (Apache-2.0).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (NOASSERTION).
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