AgentIndex icon
AgentIndex
clarilayer logo
clarilayer
★ 76
vs
okf-agent-memory logo
okf-agent-memory
★ 843

clarilayer vs okf-agent-memory

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.; okf-agent-memory: OKF Agent Memory provides a domain-neutral, Git-native persistent project memory for AI agents, leveraging the Dual-Memory Agent Architecture to prevent context bloat and memory rot. It uses an ultra-compact behavioral codex and a queryable OKF v0.2 knowledge bundle, with blazing-fast, zero-cost local retrieval.

01

TL;DR

clarilayer logo
clarilayerMemory & Context · ★ 76

Prevent AI agents from repeating data mistakes across sessions.

Read clarilayer full review →
okf-agent-memory logo
okf-agent-memoryMemory & Context · ★ 843

Software Engineering: Managing architecture decisions, code references, and operational constraints.

Read okf-agent-memory full review →
02

Side-by-Side Comparison

Field
clarilayer logoclarilayer
okf-agent-memory logookf-agent-memory
Category
Memory & Context
Memory & Context
Stars
★ 76
★ 843
License
NOASSERTION
MIT
Install Command
npx clarilayer init
git clone https://github.com/okf-memory/okf-agent-memory.git && cd okf-agent-memory && make build
Updated
1mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Context Management, AI Agent, Data Reconciliation
AI Agents, Persistent Memory, Knowledge Base
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.
okf-agent-memory logookf-agent-memory
01Dual-Memory Cognitive Architecture (DMAA) to eliminate prompt bloat.
02Blazing fast performance with in-memory BM25 search (<300µs) and graph validation (~4ms).
03100% Git-native, zero vendor lock-in, and zero API costs for memory retrieval.
04Built on Google's Open Knowledge Format (OKF) v0.2 for standardized agent knowledge.
05Solves context bloat and memory rot through progressive disclosure and Search-Before-Write principle.
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.
okf-agent-memory logookf-agent-memory
↳Software Engineering: Managing architecture decisions, code references, and operational constraints.
↳Scientific Research & Literature Reviews: Organizing and querying research findings and insights.
↳Coaching & Operations: Storing client session history, ethical guidelines, and runbooks.
↳Multi-Agent Collaboration: Providing a shared, auditable knowledge base for autonomous agents.
05

Best For

clarilayer logoclarilayer
—
okf-agent-memory logookf-agent-memory
Hidden Gem
FAQ

FAQ

What is the difference between clarilayer and okf-agent-memory?
Both clarilayer and okf-agent-memory are in the Memory & Context category. clarilayer has 76 stars, while okf-agent-memory has 843 stars.
Which is better, clarilayer or okf-agent-memory?
The best choice depends on your use case. Choose clarilayer if Prevent AI agents from repeating data mistakes across sessions., and okf-agent-memory if Software Engineering: Managing architecture decisions, code references, and operational constraints..
Is clarilayer free or open source?
Yes, clarilayer is open source on GitHub (NOASSERTION).
Is okf-agent-memory free or open source?
Yes, okf-agent-memory is open source on GitHub (MIT).
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Alternatives to clarilayer →Alternatives to okf-agent-memory →clarilayer details →okf-agent-memory details →