Built for OpenClaw, built for you

Every feature designed to give you complete visibility into your OpenClaw agents. From cost tracking to team collaboration.

Cost Analytics

Know exactly what your agents cost. Real-time tracking, trend analysis, and budget alerts so you never get a surprise bill again.

Real-Time Cost Tracking

See token consumption per agent, per session, and per model as it happens. No more waiting for your API provider's invoice.

Cost Trend Analysis

Daily, weekly, and monthly cost trends with projections. Understand how your spending is changing and why.

Budget Alerts

Set spending thresholds and receive instant notifications via email, Slack, or webhook when costs approach your limits.

Per-Channel Breakdown

Track costs across messaging channels. See how much each WhatsApp, Telegram, Slack, or Discord integration costs you.

Anomaly Detection

Automatic alerts when an agent's spending deviates significantly from its baseline. Catch runaway costs before they become a problem.

Cost Attribution

Understand which tools, skills, and sub-agents drive your costs. Make informed decisions about optimization.

Agent Activity Monitor

See what your agents are doing in real-time. From high-level status to detailed execution traces.

Live Status Dashboard

At-a-glance view of all your agents. See which are running, idle, or in an error state.

Session Timeline

Visual timeline of every session showing tool calls, decision points, LLM interactions, and outcomes.

Sub-Agent Tracking

Follow the full execution chain when agents spawn sub-agents. Understand the complete hierarchy of work.

Session Replay

Step through any past session to understand exactly what happened, what decisions were made, and where things went wrong.

Execution Flow Visualization

See the branching logic of agent execution as a visual flow. Identify bottlenecks and unnecessary loops.

Session History Browser

Search and filter through all past sessions. Find specific patterns, errors, or behaviors across your agent fleet.

Performance Analytics

Measure how well your agents perform. Track success rates, latency, efficiency, and errors across every session.

Success & Failure Rates

Track the percentage of sessions that complete successfully versus those that fail, timeout, or produce incorrect results.

Latency Tracking

Monitor response times across agents, models, and tools. Identify slow points in your agent workflows.

Token Efficiency

Measure useful output per token spent. Understand which agents are efficient and which waste context on unnecessary operations.

Error Categorization

Automatic classification of errors by type, frequency, and severity. See patterns across your agent fleet.

Model Comparison

Compare performance across different LLM providers. See how Claude, GPT, and DeepSeek perform for each agent and task type.

Trend Analysis

Track performance metrics over time. See whether changes to your agents improve or degrade their effectiveness.

Smart Alerts

Get notified when something matters. Intelligent alerting that reduces noise and catches real problems.

Cost Threshold Alerts

Set per-agent or global spending limits. Receive notifications the moment costs approach your budget.

Failure Detection

Automatic alerts when agents fail, loop, or produce errors. Stop discovering problems from user complaints.

Performance Degradation Warnings

Get notified when agent latency, error rates, or success rates deviate from their normal baselines.

Multi-Channel Delivery

Receive alerts via email, Slack, Microsoft Teams, or custom webhooks. Route different alerts to different channels.

Digest Reports

Configurable daily or weekly summary reports of agent activity, costs, and performance highlights.

Custom Rules

Soon

Define your own alerting rules based on any combination of metrics, thresholds, and conditions.

OpenClaw Native Integration

Built specifically for OpenClaw. Deep understanding of the framework's architecture, not just generic telemetry.

Zero-Code Setup

Connect Krabb by adding a single OTLP endpoint to your OpenClaw config. No SDK, no dependencies, no code changes.

OTLP Protocol Support

Full OpenTelemetry protocol support. Krabb receives traces, metrics, and logs from OpenClaw's built-in telemetry.

Sub-Agent Awareness

Krabb understands OpenClaw's multi-agent architecture. Track parent and child agents, see the full execution hierarchy.

Skill Analytics

See which skills your agents use, how often, and how they perform. Identify high-value and problematic skills.

Memory File Tracking

Monitor how your agents interact with workspace and memory files. Understand context consumption patterns.

Cross-Channel Intelligence

Track agent behavior across all 12+ messaging platforms OpenClaw supports. See unified analytics regardless of channel.

Team Collaboration

Coming Soon

Share insights across your team. Dashboards, access controls, and shared context for everyone working with agents.

Shared Dashboards

Create dashboards that the entire team can view. Pin important metrics and share context on agent behavior.

Role-Based Access Control

Admins, editors, and viewers. Control who can configure agents, modify alerts, and access sensitive data.

Organization Views

Aggregate metrics across all team members' agents. Get a single view of your organization's AI agent operations.

Annotations

Add notes and comments to sessions and events. Document findings and share context with teammates.

Multi-Workspace Support

Organize agents into workspaces for different projects, environments, or teams.

Activity Log

See who changed what. Full audit trail of dashboard modifications, alert configurations, and access changes.

Connect in under a minute

No SDK. No dependencies. Just configure one endpoint and your agents start sending data.

openclaw.json

{
  "otlp": {
    "endpoint": "https://ingest.krabb.io",
    "headers": {
      "x-api-key": "your-api-key"
    }
  }
}

See it in action

Start monitoring your agents in minutes. 7-day free trial on every plan.

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