context-mode
★ 16.0k
vs
gograph
★ 148
context-mode vs gograph
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.; gograph: gograph builds a compact graph of packages, symbols, calls, routes, config reads, tests, and code-quality signals, enabling AI agents to navigate Go repositories with fewer raw file reads. It is optimized for terminal-based LLMs to save context tokens.
01
TL;DR
Choose context-mode if…Deep repository research and analysis (e.g., architecture, contributors, issues)
Choose gograph if…AI coding assistant quickly navigates and understands Go codebase
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.
gograph01Local only: no network calls, no external API
02Go focused: maps Go project structures using standard AST
03Token-saving context bundle: combines node, source, callers, callees, and tests in one response
04Hotspot ranking: ranks functions by incoming call count
05Code quality analysis: cyclomatic complexity, god-object detection, package coupling
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
gograph↳AI coding assistant quickly navigates and understands Go codebase
↳Analyze impact of code changes and find shortest call chains
↳Enforce architecture boundaries and detect dead code
05
Best For
context-modeTrendingDev ToolingMemory & Context
gographTrendingDev Tooling
FAQ
FAQ
What is the difference between context-mode and gograph?
Both context-mode and gograph are in the Memory & Context category. context-mode has 16.0k stars, while gograph has 148 stars.
Which is better, context-mode or gograph?
The best choice depends on your use case. Choose context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues), and gograph if AI coding assistant quickly navigates and understands Go codebase.
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (NOASSERTION).
Is gograph free or open source?
Yes, gograph is open source on GitHub (MIT).
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