AgentIndex icon
AgentIndex
GraphMemory-IDE logo
GraphMemory-IDE
★ 17
vs
context-mode logo
context-mode
★ 31.8k

GraphMemory-IDE vs context-mode

GraphMemory-IDE: GraphMemory-IDE is an AI-assisted long-term memory system for IDEs, powered by Kuzu graph database. It provides semantic vector search, graph-based knowledge storage, and real-time analytics. It integrates with VSCode, Cursor, and Windsurf via MCP protocol.; 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

GraphMemory-IDE logo
GraphMemory-IDEMemory & Context · ★ 17

AI-assisted context management during code development

Read GraphMemory-IDE full review →
context-mode logo
context-modeMemory & Context · ★ 31.8k
When to choose:
  • Your sessions fill up with tool output such as Playwright snapshots, GitHub issue lists or logs.
  • You want work state (edits, git operations, tasks, decisions) to survive context compaction without being dumped back into the window.
  • You use a hook-capable agent, where tool routing happens automatically.
When to skip:
  • You need an OSI open-source licence: it uses the Elastic License 2.0, which restricts uses such as offering it as a managed service.
  • Your sessions are short and rarely hit the context limit.
  • You do not want hooks changing how your agent's tools behave.
Read context-mode full review →
02

Side-by-Side Comparison

Field
GraphMemory-IDE logoGraphMemory-IDE
context-mode logocontext-mode
Category
Memory & Context
Memory & Context
Stars
★ 17
★ 31.8k
License
MIT
Elastic License 2.0
Install Command
git clone https://github.com/elementalcollision/GraphMemory-IDE.git && cd GraphMemory-IDE/docker && docker compose up -d
npm install -g context-mode
Updated
1w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
codon, codon-optimization, cursor
antigravity, claude, claude-code
03

Features

GraphMemory-IDE logoGraphMemory-IDE
01Graph-based memory storage with semantic vector search
02Codon-accelerated graph algorithms for 10-100x speedups
03FastAPI backend with JWT authentication and security middleware
04Real-time analytics via WebSocket and SSE streaming
05Multi-IDE plugin support for VSCode, Cursor, and Windsurf
context-mode logocontext-mode
01Context 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

GraphMemory-IDE logoGraphMemory-IDE
↳AI-assisted context management during code development
↳Graph-based dependency analysis and knowledge graph exploration
↳Real-time monitoring and telemetry of IDE usage
context-mode logocontext-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

GraphMemory-IDE logoGraphMemory-IDE
—
context-mode logocontext-mode
Most PopularTrending
FAQ

FAQ

What is the difference between GraphMemory-IDE and context-mode?
Both GraphMemory-IDE and context-mode are in the Memory & Context category. GraphMemory-IDE has 17 stars, while context-mode has 31.8k stars.
Which is better, GraphMemory-IDE or context-mode?
The best choice depends on your use case. Choose GraphMemory-IDE if AI-assisted context management during code development, and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is GraphMemory-IDE free or open source?
Yes, GraphMemory-IDE is open source on GitHub (MIT).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
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