context-mode
★ 16.0k
vs
distillery
★ 20
context-mode vs distillery
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.; distillery: Distillery is a team knowledge base accessed through Claude Code skills. It captures, classifies, connects, and surfaces team knowledge using natural language commands. It stores knowledge as vector embeddings in DuckDB, running locally or as a hosted service.
01
TL;DR
Choose context-mode if…Deep repository research and analysis (e.g., architecture, contributors, issues)
Choose distillery if…Capture and retrieve team knowledge during development
02
Side-by-Side Comparison
03
Features
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.
distillery01/distill - Capture session knowledge with dedup detection
02/recall - Semantic search with provenance
03/pour - Multi-entry synthesis with citations
04/bookmark - Store URLs with auto-generated summaries
05/digest - Team activity summary from internal entries
04
Use Cases
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
distillery↳Capture and retrieve team knowledge during development
↳Record meeting minutes with append updates
↳Track technical decisions and architectural context
05
Best For
context-modeTrendingDev ToolingMemory & Context
distilleryTrendingRAG / Knowledge BaseMemory & Context
FAQ
FAQ
What is the difference between context-mode and distillery?
Both context-mode and distillery are in the Memory & Context category. context-mode has 16.0k stars, while distillery has 20 stars.
Which is better, context-mode or distillery?
The best choice depends on your use case. Choose context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues), and distillery if Capture and retrieve team knowledge during development.
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (NOASSERTION).
Is distillery free or open source?
Yes, distillery is open source on GitHub (NOASSERTION).
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