code-graph-context
★ 14
vs
context-mode
★ 16.0k
code-graph-context vs context-mode
code-graph-context: Code Graph Context is an MCP server that builds a semantic graph of TypeScript codebases, enabling AI assistants like Claude to understand dependencies, perform impact analysis, and coordinate multi-file changes. It supports local or OpenAI embeddings, incremental parsing, and swarm coordination for parallel refactoring.; 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 code-graph-context if…Understand codebase dependencies and perform refactoring risk analysis
Choose context-mode if…Deep repository research and analysis (e.g., architecture, contributors, issues)
02
Side-by-Side Comparison
03
Features
code-graph-context01Multi-project support with complete isolation
02Semantic code search via vector embeddings
03Framework-aware parsing with custom schema support
04Weighted graph traversal for impact analysis
05Swarm coordination for parallel multi-agent tasks
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
code-graph-context↳Understand codebase dependencies and perform refactoring risk analysis
↳Find duplicate code, dead code, and semantic similarities
↳Coordinate multiple AI agents for parallel code changes
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
code-graph-contextTrendingRAG / Knowledge BaseData Processing
context-modeTrendingDev ToolingMemory & Context
FAQ
FAQ
What is the difference between code-graph-context and context-mode?
Both code-graph-context and context-mode are in the RAG / Knowledge Base category. code-graph-context has 14 stars, while context-mode has 16.0k stars.
Which is better, code-graph-context or context-mode?
The best choice depends on your use case. Choose code-graph-context if Understand codebase dependencies and perform refactoring risk analysis, and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is code-graph-context free or open source?
Yes, code-graph-context is open source on GitHub (MIT).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (NOASSERTION).
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