PMB vs Temporal AI

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-01
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At a glance

DimensionPMBTemporal AI
PricingFree (open source, no cost)Freemium (free tier + usage-based billing in cloud)
Primary Use CasePersistent memory for coding agentsDurable execution for AI agents & microservices
Key FeatureLocal SQLite memory with MCP integrationAutomatic state persistence & recovery
Recent News ImpactNo recent feature updatesUsage-based billing now live (2026-06-25)
Best ForDevelopers needing persistent context for coding agentsTeams building reliable long-running workflows
IntegrationsClaude Code, Cursor, Codex, ZedOpenAI SDK, Google ADK, Slack, Kubernetes, etc.

If you need to orchestrate mission-critical AI agents or microservices with automatic retries and crash recovery, Temporal is the clear choice — its durable execution platform is battle-tested at scale. For developers who just want their coding agent (Claude Code, Cursor) to remember project context without cloud dependencies, PMB offers a lightweight, free, and privacy-first solution. Choose Temporal for production workflows; choose PMB for a smarter coding assistant.

PMB
PMB

Local-first persistent memory for AI coding agents via MCP.

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Temporal AI
Temporal AI

Durable execution platform keeping AI agents and workflows running through failures with automatic state capture and retries.

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Pricing
Free
Freemium
Plans
$0
$0/mo (with $1,000 in credits)
$100/mo
$500/mo
Custom
Popularity
2 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
CLIDesktop
WebAPICLI
Categories
🧠 Agent Memory & Runtimes🔌 MCP Servers & Agent Tooling
🕸️ Agent Frameworks & Orchestration⚙️ Developer Infrastructure
Features
Persistent SQLite memory file on disk
MCP-native integration with Claude Code, Cursor, Codex, Zed
Sub-millisecond classification and recall (~35 ms)
Auto-inject relevant lessons, decisions, and project overview on every prompt
Hybrid recall: BM25 + dense vectors + entity graph + RRF
Honest impact scoring: tracks whether each lesson is followed, flags dead memories
Local web dashboard with interactive entity graph (Map) and git-style timeline
Async writes: SQLite first, embedding and vector insert on background thread
Works offline, no API keys, no telemetry
Open source under Apache 2.0 license
Inspectable and exportable memory chunks
Entity nodes color-coded by type, sized by importance
Multi-project support with navigation lanes
Optional local LLM integration (Ollama) for summarization and graph extraction
Benchmarks: 94.6% recall@10 on LoCoMo, 88ms p50 recall at 2k memories
Durable execution with automatic state capture
Workflow orchestration with automatic retry and recovery
Activities with automatic retries and timeouts
Native SDKs for Python, Go, TypeScript, Ruby, C#, Java, PHP, Rust (preview)
Human-in-the-loop with signals and pause/resume
Saga pattern via compensating transactions
Full visibility UI for workflow state
Serverless Workers for Google Cloud Run (pre-release)
Serverless Workers for AWS Lambda (public preview)
Standalone Activities for independent execution
Workflow Streams for real-time interactivity
Task Queue Priority & Fairness (GA)
Temporal Worker Controller (GA) for K8s lifecycle
External Storage for large payloads (public preview)
Custom Roles for granular permissions (pre-release)
Integrations
Claude Code
Cursor
Codex
Zed
Ollama
LangGraph
OpenAI Agents SDK
Google ADK
Google Cloud Run
AWS Lambda
Azure
Slack
NVIDIA
Salesforce
Twilio
Docker
Kubernetes
Braintrust

Who should pick which

  • Solo founder building an AI agent
    Pick: PMB

    PMB gives Claude Code or Cursor persistent memory for free, keeping project context across sessions without cloud cost or complexity.

  • Enterprise team orchestrating microservices
    Pick: Temporal AI

    Temporal's durable execution, automatic retries, and Saga pattern ensure reliability for critical transactions, with support for multiple SDKs and cloud integrations.

  • Privacy-conscious developer
    Pick: PMB

    PMB runs entirely offline with no telemetry — all data stays in a local SQLite file, no API keys or cloud dependency.

  • Team using multiple AI coding agents
    Pick: PMB

    PMB integrates with Claude Code, Cursor, Codex, and Zed, providing a shared persistent memory layer across agents.

  • DevOps engineer managing CI/CD pipelines
    Pick: Temporal AI

    Temporal's long-running workflows with pause/resume and human-in-the-loop are ideal for complex CI/CD and deployment pipelines.

Frequently Asked Questions

PMB vs Temporal AI: which should you choose?

If you need to orchestrate mission-critical AI agents or microservices with automatic retries and crash recovery, Temporal is the clear choice — its durable execution platform is battle-tested at scale. For developers who just want their coding agent (Claude Code, Cursor) to remember project context without cloud dependencies, PMB offers a lightweight, free, and privacy-first solution. Choose Temporal for production workflows; choose PMB for a smarter coding assistant.

Can PMB be used with non-coding scenarios?

No, PMB is specifically designed for AI coding agents via MCP. For general durable workflows, use Temporal.

Does Temporal require a cloud subscription?

No, Temporal is open source and can be self-hosted. Temporal Cloud offers a managed service with a free tier and usage-based billing (recently introduced).

Which tool is better for AI agent development?

Temporal excels at orchestrating multi-step agents with reliability; PMB provides persistent context for coding agents. Choose based on need: reliability vs. context memory.

Can I use PMB with Temporal?

Yes, they serve different layers. You could use Temporal for workflow orchestration and PMB for agent memory, but no native integration exists.

Is Temporal's usage-based billing expensive?

Cost depends on Billable Action Count; Temporal provides a metric to optimize. It can be costly at scale but offers predictable pricing for enterprise needs.

Does PMB support cloud sync?

No, PMB is local-first. No native cloud sync or team sharing.

What recent updates affect Temporal pricing?

On 2026-06-25, Temporal announced improved cost transparency with usage-based billing and a guide on optimizing Billable Action Count.

Can Temporal be used for simple scheduled tasks?

It's overkill — simple cron jobs are better served by lightweight schedulers. Temporal is designed for durable, long-running workflows.

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Last reviewed: July 2, 2026