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PMB vs Weavable: Which is Better in 2026?

Choosing between PMB and Weavable comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.

Bottom line: Weavable is our overall pick for AI agents workflows. Pick PMB if you need a fully free option.

··Methodology
Editor reviewed0 verified reviews comparedPricing checked Jul 2026

Short on time? Here's the quick answer

We've tested both tools. Here's who should pick what:

PMB

Local-first AI memory for coding agents. Recall context instantly

Best for you if:

  • • You need something completely free
  • Open-source, local-first memory for AI coding agents that automatically records and recalls context without cloud dependencies
  • Injects relevant lessons, decisions, and project overview before the agent reasons, using sub-millisecond hybrid recall (BM25 + dense vectors + entity graph)

Weavable

Give your AI agents persistent memory and context for more effective, long-running tasks.

Best for you if:

  • Provides persistent memory and context for AI agents.
  • Enables AI agents to handle long-running, complex tasks.
At a Glance
PMBPMB
WeavableWeavable
Starts at
FreeFree tier available
FreeFree tier available
Best For
AI AgentsAI Agents
Rating
-4.6/5
Free plan
Yes Yes

Choose PMB or Weavable?

PMB

Choose PMB if

Local-first AI memory for coding agents. Recall context instantly

  • Fully local and open-source (Apache-2.0) — no data leaves your machine, no API keys needed
  • Works across multiple AI coding agents (advanced models, Cursor, Zed) without losing context
  • Fast hybrid recall (minimal latency) with no LLM call on the read path, keeping latency minimal
  • You want a fully free tool (Weavable requires payment)
Weavable

Choose Weavable if

Give your AI agents persistent memory and context for more effective, long-running tasks.

  • Enhances AI agent capabilities with memory and context.
  • Facilitates the development of more sophisticated and autonomous AI agents.
  • Improves consistency and personalization in AI interactions.
FeaturePMBWeavable
Pricing ModelFreeFreemium
User RatingNo ratings yet
4.6/5
29 reviews
Categories
AI AgentsDeveloper Tools
AI AgentsDeveloper Tools

In-Depth Analysis

PMBPMB

Local-first AI memory for coding agents. Recall context instantly

Strengths

  • +Fully local and open-source (Apache-2.0) — no data leaves your machine, no API keys needed
  • +Works across multiple AI coding agents (advanced models, Cursor, Zed) without losing context
  • +Fast hybrid recall (minimal latency) with no LLM call on the read path, keeping latency minimal

Weaknesses

  • -Requires initial setup and configuration for each agent (though simplified with pmb connect commands)
  • -Focused on AI coding agents; may not be designed for general AI assistant memory (e.g., chat bots outside coding)

Key features

Automatic memory injection before the model thinks (pre-read) and journaling after actions (post-write)Hybrid recall with BM25, dense vector embeddings, entity graph, and optional reranker fused via Reciprocal-Rank-FusionSub-millisecond async writes: returns instantly to agent, embeds and vector storage happen in background threadMemory scoring: tracks whether each lesson is followed by the agent; flags ignored lessons as deadInteractive local dashboard with entity graph map, timeline (git-graph style), and overviewNo LLM call on the read path; optional summarization and graph extraction can run on local Ollama models
Starts at Free

WeavableWeavable

Give your AI agents persistent memory and context for more effective, long-running tasks.

Strengths

  • +Enhances AI agent capabilities with memory and context.
  • +Facilitates the development of more sophisticated and autonomous AI agents.
  • +Improves consistency and personalization in AI interactions.

Weaknesses

  • -Requires integration into existing AI agent architectures.
  • -Potential complexity in managing persistent context for very large-scale applications.
  • -Specific pricing details are not immediately visible on the homepage.

Key features

Persistent work context for AI agentsLong-term memory for AI modelsState management across AI interactionsContextual understanding for AI agentsLearning and adaptation capabilities for AI
Starts at Free

Pricing: PMB vs Weavable

PlanPMBWeavable
Tier 1N/A
Free
Free
Tier 2N/A
$10/month
Starter
Tier 3N/A
$25/month
Pro

Pricing verified from each vendor's public pricing page. Compare in detail on PMB pricing and Weavable pricing.

Who Should Use What?

On a budget?

PMB is free. Weavable is freemium.

Go with: PMB

Want the highest-rated option?

Weavable is rated 4.6/5. PMB has no ratings yet.

Go with: Weavable

Value user reviews?

PMB: no ratings yet. Weavable: 29 reviews (4.6/5).

Go with: Weavable

3 Questions to Help You Decide

1

What's your budget?

PMB is free. Weavable is freemium. Go with PMB if free matters most.

2

What's your use case?

Both are ai agents tools. Compare their specific features to decide.

3

How important are ratings?

Weavable is rated 4.6/5; PMB has no ratings yet.

Key Takeaways

Weavable

  • Free tier available
  • Our pick for this comparison

PMB

  • Completely free

The Bottom Line

Weavable is our pick. That said, PMB is free, hard to beat on price.

Frequently Asked Questions

Is PMB or Weavable better?

Weavable is rated in our evaluation. PMB is free and Weavable is freemium.

What are PMB and Weavable used for?

PMB: Local-first AI memory for coding agents. Recall context instantly. Weavable: Give your AI agents persistent memory and context for more effective, long-running tasks..

What does PMB cost vs Weavable?

PMB is completely free. Weavable is freemium (free tier + paid plans). Visit their websites for detailed pricing.

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