AgentIndex icon
AgentIndex
memclaw logo
memclaw
★ 42
vs
okf-agent-memory logo
okf-agent-memory
★ 830

memclaw vs okf-agent-memory

memclaw: MemClaw provides AI coding agents with a persistent, project-isolated memory system, preventing context bleed between different projects. It offers a visual web dashboard to manage agent memory and facilitates seamless team collaboration on shared project workspaces.; 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

memclaw logo
memclawVision / Multimodal · ★ 42

Sales & Consulting: Simultaneously track multiple clients, with each client having a dedicated workspace for pricing history, requirements, and communication notes.

Read memclaw full review →
okf-agent-memory logo
okf-agent-memoryMemory & Context · ★ 830

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

Read okf-agent-memory full review →
02

Side-by-Side Comparison

Field
memclaw logomemclaw
okf-agent-memory logookf-agent-memory
Category
Vision / Multimodal
Memory & Context
Stars
★ 42
★ 830
License
MIT
MIT
Install Command
bash <(curl -s https://raw.githubusercontent.com/Felo-Inc/memclaw/main/scripts/openclaw-install.sh)
git clone https://github.com/okf-memory/okf-agent-memory.git && cd okf-agent-memory && make build
Updated
6mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Persistent Memory, Project Isolation
AI Agents, Persistent Memory, Knowledge Base
03

Features

memclaw logomemclaw
01Visual Web Dashboard: A web-based user interface to review, edit, and manage the AI agent's memory and project artifacts.
02Team Collaboration: Ability to invite teammates to shared project workspaces, enabling collaborative AI-assisted development.
03Structured Memory: The AI agent maintains a structured project README, including background, user preferences, tasks, and artifacts.
04Cross-Session Persistence: Workspaces can be loaded to pick up exactly where previous sessions left off, ensuring continuity.
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

memclaw logomemclaw
↳Sales & Consulting: Simultaneously track multiple clients, with each client having a dedicated workspace for pricing history, requirements, and communication notes.
↳Multi-Project Development: Manage different repositories where an AI agent independently remembers each project's architecture, constraints, and TODO lists.
↳Research & Knowledge Work: Accumulate papers, insights, and notes into project-specific knowledge bases, allowing the AI agent to build structured knowledge over time.
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

memclaw logomemclaw
—
okf-agent-memory logookf-agent-memory
Hidden Gem
FAQ

FAQ

What is the difference between memclaw and okf-agent-memory?
Both memclaw and okf-agent-memory are in the Vision / Multimodal category. memclaw has 42 stars, while okf-agent-memory has 830 stars.
Which is better, memclaw or okf-agent-memory?
The best choice depends on your use case. Choose memclaw if Sales & Consulting: Simultaneously track multiple clients, with each client having a dedicated workspace for pricing history, requirements, and communication notes., and okf-agent-memory if Software Engineering: Managing architecture decisions, code references, and operational constraints..
Is memclaw free or open source?
Yes, memclaw is open source on GitHub (MIT).
Is okf-agent-memory free or open source?
Yes, okf-agent-memory is open source on GitHub (MIT).
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Related

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