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Head-to-head · AI Agent Memory Tools

Cloudflare Agent Memory vs MemOS

  • Updated Oct 2026
  • Both researched from official sources
  • 6 checks side by side
Higher score Cloudflare Agent Memory #1 in AI Agent Memory Tools 9.2/10 Free ✓ 3 of 4 features Visit Cloudflare
MemOS #6 in AI Agent Memory Tools 7.6/10 Free plan Free plan✓ 4 of 4 features Visit MemOS

Cloudflare Agent Memory leads on 1 check, MemOS on 0, and 5 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreCloudflare Agent Memory · 9.2/10
  • Free planonly MemOS
  • Most featuresMemOS · 4 of 4

Cloudflare Agent Memory scores higher on our rubric for ai agent memory tools: 9.2 against 7.6 out of 10; our editors rank them #1 and #6.

On deployment options, MemOS gives you Both where Cloudflare Agent Memory offers Cloud. Cloudflare Agent Memory leads on sdk languages: 2 versus 1.

Cloudflare Agent Memory is the better fit for enterprises wanting proven cloud agent memory. MemOS is the better fit for projects needing lifecycle-rich multimodal memory.

  • Cloudflare Agent Memory fits best

    Enterprises wanting proven cloud agent memory

  • MemOS fits best

    Projects needing lifecycle-rich multimodal memory

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. How we rank.

Side by side

Feature Cloudflare Agent Memory 9.2/10 Visit ↗ MemOS 7.6/10 Visit ↗
At a glance
Editor score 9.2 7.6
Ranking #1 in AI Agent Memory Tools #6 in AI Agent Memory Tools
Best for Enterprises wanting proven cloud agent memory Projects needing lifecycle-rich multimodal memory
Pricing model Free Free plan + paid
Starting price Not checked yet $19/mo
Free plan Not checked yet ✓ (best)
Free trial — —
Deployment Cloud Cloud, Self-hosted
Support Docs Community, Docs
Built for Small business, Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features Cloudflare Agent Memory 3/4 · MemOS 4/4
Semantic memory ✓ ✓
Episodic memory ✓ ✓
User/profile memory ✓ ✓
Graph-based memory Not checked yet ✓ (best)
Specs
Deployment options Cloud Both
SDK languages 2 (best) 1
Retention policy Not checked yet Configurable
Our review
Pros
  • Scoped profiles and namespaces isolate users, teams, tenants, and applications
  • Automatic extraction captures facts, events, instructions, and tasks
  • Semantic, keyword, topic-key, and synthesized recall support varied retrieval needs
  • Covers semantic, profile, event, graph, tool and multimodal memory
  • Lifecycle controls include merge, archive, expiration and freeze states
  • Cloud and self-hosted deployment with chat and knowledge-base APIs
Cons
  • Private beta status adds uncertainty for production planning
  • Cloud-only deployment limits self-hosting options
  • API-focused access requires integration work in your application
  • Free and Starter plans list the same feature highlights
  • Dedicated support is listed only for the Pro plan
  • One SDK language is listed in the category specifications
Our verdict

Cloudflare Agent Memory is a managed cloud service for adding durable memory to AI agents. It supports scoped profiles for users, agents, teams, tenants, and application entities, with namespaces that separate applications, environments,…

Read the review →

MemOS is a memory operating system and managed platform for AI applications and agents. It accepts conversations, behavior events, documents, images, skills and tool traces, then extracts, updates, schedules and retrieves memories through…

Read the review →
  1. Cloudflare Agent MemoryAI Agent Memory Tools 9.2Free
  2. MemOSAI Agent Memory Tools 7.6Free plan

Strengths and trade-offs

  • Cloudflare Agent Memory — where it wins

    • Scoped profiles and namespaces isolate users, teams, tenants, and applications
    • Automatic extraction captures facts, events, instructions, and tasks
    • Semantic, keyword, topic-key, and synthesized recall support varied retrieval needs

    Where it doesn't

    • Private beta status adds uncertainty for production planning
    • Cloud-only deployment limits self-hosting options
    • API-focused access requires integration work in your application

  • MemOS — where it wins

    • Covers semantic, profile, event, graph, tool and multimodal memory
    • Lifecycle controls include merge, archive, expiration and freeze states
    • Cloud and self-hosted deployment with chat and knowledge-base APIs

    Where it doesn't

    • Free and Starter plans list the same feature highlights
    • Dedicated support is listed only for the Pro plan
    • One SDK language is listed in the category specifications

More comparisons

All AI agent memory tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update