Decision comparison
Praes vs AgentVault
Praes and AgentVault answer two different questions about an OpenClaw agent. Praes answers "what did my agent do, and why?": it traces runs, shows cost, and lets you edit memory and SOUL.md rules. AgentVault answers "what must my agent never do?": it blocks risky file reads, commands and network calls and asks you to approve them. Before you choose, note one plain fact. On 2026-10-05 the Praes site returned a deployment-not-found error, so its pricing and current availability cannot be confirmed. AgentVault is a free MIT project whose code is on GitHub, so it is available, but it is an early single-maintainer tool. Choose AgentVault for runtime protection today. Choose Praes only after confirming the service is live.
Praes is no longer available as an active product
Praes is no longer available. Its site, praes.app, returns a deployment-not-found error at both its home page and its pricing page, checked on 9 and 10 September 2026, and www.praes.app does not resolve. This page is retained as historical context on what the product did — an observability cockpit for OpenClaw agent runs — rather than as a current buying recommendation, and it states no price because no source for one is reachable.
Active alternatives to evaluate
Architecture choice. These take different approaches to the same problem. Read the table as a fit question rather than a feature race.
These are different kinds of product — Agent Observability and AI Security.
Quick Comparison
| Decision factor | Praes | AgentVault |
|---|---|---|
| Primary Focus | Observability for OpenClaw agents. Praes says it shows every step of a run in one interface: timelines, memory context, tool calls, cost and guardrail results. Its named features are Activity Tracing, Memory Vault, Soul Editor, Cost Analytics, Tool Registry and Agent Console. | Action-level security for OpenClaw agents. AgentVault wraps the agent and blocks dangerous commands and sensitive file reads, logs outbound connections, and makes a person approve each risky action before it runs. |
| Pricing Model | No current pricing source for Praes is reachable: praes.app returns a deployment-not-found error at its root and at /pricing, so the previously recorded tier prices can no longer be supported by the vendor's own site. | AgentVault is free and open source under the MIT license: a GitHub project that wraps AI agents with action-level security monitoring for OpenClaw. It has no paid plans and publishes no prices; the agentvault.ai domain now belongs to a different company. Verified 2026-10-05 against https://github.com/hugoventures1-glitch/agentvault. |
| Starting Price | Unknown: the vendor's site is unreachable, so no starting price can be checked. | $0: free and open source under MIT, with no paid plans. |
| Deployment | A hosted dashboard that your OpenClaw agent connects to. Its maker lists a zero-config connector, live sync of SOUL.md and MEMORY.md on save, and row-level security that scopes every query to the signed-in user. With praes.app unreachable, confirm the service is running before you connect an agent. | Self-hosted software on the machine where the agent runs. Install with npm install -g agentvault, wrap the agent with agentvault wrap openclaw, and open the dashboard with agentvault dashboard. The audit log stays in a local SQLite file. |
| Best For | Teams that run OpenClaw agents and need to see why a run failed, what it cost, and what memory and rules it used. Praes is for understanding and tuning agent behaviour after the fact, not for stopping actions as they happen. | A developer or small team running OpenClaw with real credentials who needs hard stops on risky actions now, and who can read and own an early single-maintainer codebase (created 2026-02-09, last pushed 2026-02-10). |
| Platform Support | Built for OpenClaw agents, per its tagline "Observability cockpit for OpenClaw agents". Its maker names no other agent frameworks. | OpenClaw, the agent its README documents with agentvault wrap openclaw. Its README names no other agent frameworks; multi-agent monitoring is a roadmap item. |
Praes
- Primary Focus:
- Observability for OpenClaw agents. Praes says it shows every step of a run in one interface: timelines, memory context, tool calls, cost and guardrail results. Its named features are Activity Tracing, Memory Vault, Soul Editor, Cost Analytics, Tool Registry and Agent Console.
- Pricing Model:
- No current pricing source for Praes is reachable: praes.app returns a deployment-not-found error at its root and at /pricing, so the previously recorded tier prices can no longer be supported by the vendor's own site.
- Starting Price:
- Unknown: the vendor's site is unreachable, so no starting price can be checked.
- Deployment:
- A hosted dashboard that your OpenClaw agent connects to. Its maker lists a zero-config connector, live sync of SOUL.md and MEMORY.md on save, and row-level security that scopes every query to the signed-in user. With praes.app unreachable, confirm the service is running before you connect an agent.
- Best For:
- Teams that run OpenClaw agents and need to see why a run failed, what it cost, and what memory and rules it used. Praes is for understanding and tuning agent behaviour after the fact, not for stopping actions as they happen.
- Platform Support:
- Built for OpenClaw agents, per its tagline "Observability cockpit for OpenClaw agents". Its maker names no other agent frameworks.
AgentVault
- Primary Focus:
- Action-level security for OpenClaw agents. AgentVault wraps the agent and blocks dangerous commands and sensitive file reads, logs outbound connections, and makes a person approve each risky action before it runs.
- Pricing Model:
- AgentVault is free and open source under the MIT license: a GitHub project that wraps AI agents with action-level security monitoring for OpenClaw. It has no paid plans and publishes no prices; the agentvault.ai domain now belongs to a different company. Verified 2026-10-05 against https://github.com/hugoventures1-glitch/agentvault.
- Starting Price:
- $0: free and open source under MIT, with no paid plans.
- Deployment:
- Self-hosted software on the machine where the agent runs. Install with npm install -g agentvault, wrap the agent with agentvault wrap openclaw, and open the dashboard with agentvault dashboard. The audit log stays in a local SQLite file.
- Best For:
- A developer or small team running OpenClaw with real credentials who needs hard stops on risky actions now, and who can read and own an early single-maintainer codebase (created 2026-02-09, last pushed 2026-02-10).
- Platform Support:
- OpenClaw, the agent its README documents with agentvault wrap openclaw. Its README names no other agent frameworks; multi-agent monitoring is a roadmap item.
Public signals
Verified factual signals only. Bars appear only for like-for-like metrics with five weekly assessments for every tool; missing evidence stays explicit. These signals do not establish enterprise adoption, product quality, or total cost.
| Metric | Praes | AgentVault |
|---|---|---|
| GitHub commits, 90d(Product adoption) | Not available | 0 |
| GitHub stars(Product adoption) | Not available | 2 |
| Product Hunt comments(Community interest) | Not available | 1 |
| Product Hunt reviews(Community interest) | Not available | 0 |
| Product Hunt votes(Community interest) | Not available | 2 |
As of October 12, 2026 — updated weekly.
Interface Preview
Praes
Feature Comparison
| Feature | Praes | AgentVault |
|---|---|---|
| Observability | ||
| Run tracing | Activity Tracing: every step of a run, with timelines, per its maker | Real-time dashboard of what the agent is doing right now |
| Cost tracking | Cost Analytics, per its maker | No cost tracking in its README |
| Tool visibility | Tool Registry, per its maker | Logs outbound connections; blocks dangerous shell commands |
| Activity records | Run steps, memory context and guardrail results in one interface, per its maker | SQLite audit trail of every agent action |
| Security | ||
| Dangerous command blocking | Shows guardrail results for a run; its maker describes no blocking | Blocks rm -rf, curl | bash and privilege escalation attempts |
| Sensitive file protection | Not described by its maker | Intercepts agent reads of ~/.aws/credentials and ~/.ssh/id_rsa |
| Human approvals | Not described by its maker | Every risky action waits for explicit permission |
| Data access control | Row-level security scopes every query to the signed-in user | Runs locally; data stays in a local SQLite file |
| Agent Management | ||
| Memory management | Memory Vault with pin, archive and color-coded tags | Outside its scope |
| Agent rules and identity | Soul Editor for SOUL.md, synced on save | Fixed detection rules in the code; custom policies are a roadmap item |
| Setup | Zero-config connector for an OpenClaw agent | Three commands: install, wrap openclaw, open dashboard |
| Service status on 2026-10-05 | praes.app returns a deployment-not-found error | GitHub repository online; last push 2026-02-10 |
| Cost | No price can be confirmed from the vendor's site | $0 license (MIT); no paid plans |
Observability
Run tracing
Cost tracking
Tool visibility
Activity records
Security
Dangerous command blocking
Sensitive file protection
Human approvals
Data access control
Agent Management
Memory management
Agent rules and identity
Setup
Service status on 2026-10-05
Cost
Which approach fits
Praes and AgentVault answer two different questions about an OpenClaw agent. Praes answers "what did my agent do, and why?": it traces runs, shows cost, and lets you edit memory and SOUL.md rules. AgentVault answers "what must my agent never do?": it blocks risky file reads, commands and network calls and asks you to approve them. Before you choose, note one plain fact. On 2026-10-05 the Praes site returned a deployment-not-found error, so its pricing and current availability cannot be confirmed. AgentVault is a free MIT project whose code is on GitHub, so it is available, but it is an early single-maintainer tool. Choose AgentVault for runtime protection today. Choose Praes only after confirming the service is live.
When each approach fits
Choose Praes if:
Choose Praes when your main problem is understanding agent behaviour: why a run failed, what each run cost, which tools broke, and what memory and rules the agent used. Its Activity Tracing, Cost Analytics, Tool Registry, Memory Vault and Soul Editor cover that work in one dashboard, with row-level security on every query. Before you commit, confirm that praes.app is back online and ask for current pricing, because on 2026-10-05 the site returned a deployment-not-found error. AgentVault loses this case because it records actions for forensics but offers no cost tracking, memory editing or run-level debugging.
Choose AgentVault if:
Choose AgentVault when your main problem is preventing damage. It intercepts reads of ~/.aws/credentials and ~/.ssh/id_rsa, blocks rm -rf and curl | bash, logs outbound connections, and keeps a SQLite record of every action, with a person approving each risky step. It is free under MIT and runs on your own machine, so there is no service that can disappear. Its limits are maturity and scope: one maintainer, OpenClaw only, and custom policies still on the roadmap. Praes loses this case because observing a run after the fact does not stop a harmful action while it happens.
These scenarios reflect the available product evidence. Your requirements, existing stack, and team expertise should guide the final decision.
Frequently Asked Questions
Can Praes and AgentVault be used together?
In principle, yes. They work at different layers: Praes observes runs, cost, memory and tool use, and AgentVault blocks risky actions on the host. Neither project documents running with the other, and AgentVault logs all outbound connections, so the Praes connector's traffic would appear in its network log. Confirm that the Praes service is running again before you plan on this setup.
Which tool works with more agent platforms?
Neither. Both are built for OpenClaw. Praes describes itself as an "observability cockpit for OpenClaw agents", and AgentVault's README documents one wrap command, agentvault wrap openclaw. Neither names support for other agent frameworks. If you run agents on several frameworks, plan on other tools for the rest.
Is either tool free to use?
AgentVault is: it is free and open source under MIT, with no paid plans and no published prices, so the license cost is $0. For Praes, no current price can be checked. On 2026-10-05 praes.app returned a deployment-not-found error at its root and at /pricing, so the tier prices recorded earlier can no longer be supported. Ask the maker directly before you assume any plan or price.
Which tool is better for debugging agent failures?
Praes, by design. Its Activity Tracing shows each step of a run, with timelines, memory context, tool calls, cost and guardrail results, so you can see where a run went wrong. AgentVault records every action in a SQLite audit log, which helps you investigate an incident, but it does not show model calls, memory or cost. Use AgentVault's log to see what an agent did to the machine, and Praes to see why.
Is AgentVault suitable for enterprise compliance requirements?
Not on its own. Its SQLite audit trail of every action and its human approvals are useful evidence, and running it on your own machine keeps that data in-house. But it is an early single-maintainer project with no company, paid support or SLA behind it, and custom security policies are still a roadmap item. An enterprise should treat it as open-source code to review and own, not as a compliance product.