AgentIndex icon
AgentIndex
context-mode logo
context-mode
★ 31.8k
vs
borhan logo
borhan
★ 39

context-mode vs borhan

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.; borhan: Borhan provides a robust long-term memory solution for AI agents, enabling them to store important information and retrieve it months later through a powerful, structured query language. Unlike simple grep or vector databases, it offers advanced matching, ranking, and multilingual capabilities for thousands of memories, helping agents learn and recall complex concepts.

01

TL;DR

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 →
borhan logo
borhanMemory & Context · ★ 39

Provide long-term memory for AI agents to retain critical information and past insights across conversations.

Read borhan full review →
02

Side-by-Side Comparison

Field
context-mode logocontext-mode
borhan logoborhan
Category
Memory & Context
Memory & Context
Stars
★ 31.8k
★ 39
License
Elastic License 2.0
MIT
Install Command
npm install -g context-mode
curl -fsSL https://raw.githubusercontent.com/pouriya/borhan/master/install.sh | sh
Updated
1d ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
antigravity, claude, claude-code
AI Agents, Long-term Memory, Search Engine
03

Features

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.
borhan logoborhan
01Agent-driven content storage and search query generation
02Structured memory organization (notes, sessions, messages) with descriptions
03Advanced, multilingual text matching with normalization and linguistic flexibility
04Intelligent ranking of search results based on idea coverage, proximity, and recency
05Flexible, powerful query language supporting complex ideas and boolean logic
04

Use Cases

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
borhan logoborhan
↳Provide long-term memory for AI agents to retain critical information and past insights across conversations.
↳Store operational knowledge such as project decisions, code explanations, and debugging paths for future agent reference.
↳Integrate as a memory and knowledge retrieval tool for existing AI agents via MCP protocol or REST API.
↳Establish a shared knowledge base for collaborative AI agent environments across multiple users or machines.
05

Best For

context-mode logocontext-mode
Most PopularTrending
borhan logoborhan
—
FAQ

FAQ

What is the difference between context-mode and borhan?
Both context-mode and borhan are in the Memory & Context category. context-mode has 31.8k stars, while borhan has 39 stars.
Which is better, context-mode or borhan?
The best choice depends on your use case. Choose context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues), and borhan if Provide long-term memory for AI agents to retain critical information and past insights across conversations..
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
Is borhan free or open source?
Yes, borhan is open source on GitHub (MIT).
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