context-mode
★ 16.0k
vs
code-graph-rag
★ 2.3k
context-mode vs code-graph-rag
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.; code-graph-rag: Code-Graph-RAG is an accurate Retrieval-Augmented Generation (RAG) system designed for multi-language codebases. It uses Tree-sitter to analyze code, build comprehensive knowledge graphs, and allows natural language querying of codebase structure and relationships. The system also includes advanced editing capabilities, enabling users to modify code directly through natural language prompts.
01
TL;DR
Choose context-mode if…Deep repository research and analysis (e.g., architecture, contributors, issues)
Choose code-graph-rag if…Analyze and ingest multi-language codebases into a knowledge graph.
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.
code-graph-rag01Multi-Language Support
02Tree-sitter Parsing
03Knowledge Graph Storage
04Natural Language Querying
05Advanced File Editing
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
code-graph-rag↳Analyze and ingest multi-language codebases into a knowledge graph.
↳Query codebase structure and relationships using natural language.
↳Receive AI-powered optimization suggestions and perform surgical code edits.
05
Best For
context-modeTrendingDev ToolingMemory & Context
code-graph-ragRAG / Knowledge BaseCode Assistant
FAQ
FAQ
What is the difference between context-mode and code-graph-rag?
Both context-mode and code-graph-rag are in the Memory & Context category. context-mode has 16.0k stars, while code-graph-rag has 2.3k stars.
Which is better, context-mode or code-graph-rag?
The best choice depends on your use case. Choose context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues), and code-graph-rag if Analyze and ingest multi-language codebases into a knowledge graph..
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (NOASSERTION).
Is code-graph-rag free or open source?
Yes, code-graph-rag is open source on GitHub (MIT).
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