AgentIndex icon
AgentIndex
clarilayer logo
clarilayer
★ 76
vs
context-mode logo
context-mode
★ 32.5k

clarilayer vs context-mode

clarilayer: ClariLayer acts as a durable, reconciled context layer for individual analysts, enabling AI agents like Claude Code or Cursor to remember data definitions and corrections across sessions. It prevents agents from making the same data mistakes repeatedly by grounding definitions against real warehouse results.; 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

clarilayer logo
clarilayerMemory & Context · ★ 76

Prevent AI agents from repeating data mistakes across sessions.

Read clarilayer full review →
context-mode logo
context-modeMemory & Context · ★ 32.5k
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
clarilayer logoclarilayer
context-mode logocontext-mode
Category
Memory & Context
Memory & Context
Stars
★ 76
★ 32.5k
License
NOASSERTION
Elastic License 2.0
Install Command
npx clarilayer init
npm install -g context-mode
Updated
1mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Context Management, AI Agent, Data Reconciliation
antigravity, claude, claude-code
03

Features

clarilayer logoclarilayer
01Recall relevant context for AI agents.
02Remember and save durable data facts.
03Bootstrap context from existing data artifacts.
04Reconcile data definitions against real warehouse data.
05Propose and review agent-suggested facts.
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

clarilayer logoclarilayer
↳Prevent AI agents from repeating data mistakes across sessions.
↳Ground AI agent knowledge with reconciled data definitions.
↳Import and manage context from existing SQL, dbt models, and data dictionaries.
↳Manage and save engineering decisions, constraints, and incident lessons.
↳Enable human review and approval of agent-suggested facts and insights.
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

clarilayer logoclarilayer
—
context-mode logocontext-mode
Most PopularTrending
FAQ

FAQ

What is the difference between clarilayer and context-mode?
Both clarilayer and context-mode are in the Memory & Context category. clarilayer has 76 stars, while context-mode has 32.5k stars.
Which is better, clarilayer or context-mode?
The best choice depends on your use case. Choose clarilayer if Prevent AI agents from repeating data mistakes across sessions., and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is clarilayer free or open source?
Yes, clarilayer is open source on GitHub (NOASSERTION).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (Elastic License 2.0).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to clarilayer →Alternatives to context-mode →clarilayer details →context-mode details →context-mode vs headroom →Trail-Code vs context-mode →