Open Source Alternatives
  • Alternatives
  • Categories
    Categories by size905 projects
    • Developer Tools471
    • AI & Machine Learning408
    • Web Development198
    • Business & Productivity196
    • Security & Monitoring131
    • Communication & Collaboration128
    • IT Management126
    • Cloud & Hosting109
    • Product & Project Management106
    • Data & Analytics105
    Browse all 21 categoriesDesign & Creative, LLMOps & AI Tooling and 9 more
  • Blog
  • Advertise
SearchNotion, Slack, password manager.../
Submit
Open Source Alternatives
  • Alternatives
    • Developer Tools471
    • AI & Machine Learning408
    • Web Development198
    • Business & Productivity196
    • Security & Monitoring131
    • Communication & Collaboration128
    • Browse all 21 categories
  • Blog
  • Advertise
Submit your project

New open source projects by email

The projects we add and every new guide. Free, unsubscribe any time.

Open Source Alternatives LogoOpen Source Alternatives

Handpicked Open Source Alternatives to Paid Softwares

Product

  • Categories
  • Tag
  • Advertise

Resources

  • Blog
  • Collection
  • Submit

Company

  • Privacy Policy
  • Terms of Service
  • Refund Policy
  • Sitemap

Alternatives

  • Claude Code
  • Jira
  • Notion
  • Slack
  • Linear
  • Wispr Flow
  • All alternatives
© 2026 Open Source Alternatives. All rights reserved.
Open SourceAlternatives
Home/Categories/LLMOps & AI Tooling/ClawTrace
icon of ClawTrace

ClawTrace

Open source alternative to LangSmith, Datadog, New Relic and Dynatrace

  • 47 stars
  • Apache-2.0
  • Active recently
  • Last commit 69 days ago

Last verified Oct 22, 2026

Analyze OpenClaw agent runs with execution trees, per-step token costs, TraceCards, and Apache-2.0 source you can self-host.

Visit websiteGitHub47 stars
image of ClawTrace
TL;DR

ClawTrace is an Apache 2.0 tracing tool for OpenClaw LLM agents. It records model calls, tool use, and sub-agent work into compact TraceCards so AI engineers can see token cost, redundant steps, and skill-distillation opportunities.

Read the full breakdownHide the full breakdownWho it is for, how it works, trade-offs and the FAQ
who it's for

Who ClawTrace is for#

AI engineers reducing agent token spend

ClawTrace fits engineers who need to identify expensive calls, repeated tool use, and steps that can be pruned from a multi-step agent run.

Skip if:

Your agents are simple single-call prompts with no tool execution.

Researchers studying agent skill reuse

TraceCards and CostCraft patches help researchers inspect how trajectories can become reusable skill improvements.

Skip if:

You only need production uptime alerts.

the problem

The problem it solves#

Agent runs become expensive and hard to debug when each model call, tool call, and retry disappears into logs. Teams can see that an agent failed or spent too much, but they often cannot identify which step caused the cost spike or where the workflow repeated work.

Skill improvement has the same visibility problem. Without a compact trace artifact, developers cannot reliably decide which behavior to preserve, prune, or repair across repeated agent runs.

how ClawTrace solves it

How it solves it#

TraceCard summaries

ClawTrace compiles agent sessions into compact YAML TraceCards that include per-step USD cost, token counts, and redundancy flags.

CostCraft skill patches

The README describes three CostCraft patch types: preserve, prune with counterfactual evidence, and repair. That gives teams a structured way to improve agent skills from traces.

OpenClaw-compatible stack

ClawTrace targets OpenClaw agents and ships with a web UI built on Next.js 15 plus a FastAPI backend for trace analysis.

strengths · trade-offs

Strengths and trade-offs#

Strengths

  • Cost detail at the step levelPer-step token and dollar-cost data helps teams optimize agent workflows where raw success or failure logs do not show waste.
  • Research-backed workflowThe project links to an arXiv paper and frames tracing around skill distillation, which gives the tool a clearer method than generic agent dashboards.

Trade-offs

  • -OpenClaw-specific fitClawTrace is most relevant for teams already building OpenClaw agents. Teams on LangChain, custom agent runners, or hosted observability products should verify integration work before adopting it.
tech stack · detected from GitHub

What it's built on#

Languages
PythonTypeScript
Frameworks
FastAPINext.jsReact
frequently asked

FAQ#

What is ClawTrace used for?

ClawTrace traces OpenClaw LLM agent runs and records cost, token usage, tool calls, and redundancy signals for each step.

What license does ClawTrace use?

ClawTrace is Apache 2.0 licensed according to the repository metadata and README badge.

Does ClawTrace help reduce agent cost?

Yes. The project focuses on cost-aware tracing, with TraceCards and CostCraft patches designed to expose expensive or redundant agent behavior.

also worth a look

Similar open-source tools#

Prometheus

Alternative toDatadog

Time series monitoring with a dimensional model and PromQL query language.

  • 66,672 GitHub stars
  • Apache-2.0Licence Apache-2.0

Stakpak

Alternative toDatadog

Open source agent that automates app deployment and monitoring

  • 1,813 GitHub stars
  • Apache-2.0Licence Apache-2.0

OpenObserve

Alternative toDatadog

Self-hosted observability for logs, metrics, and traces

  • 22,443 GitHub stars
  • AGPL-3.0Licence AGPL-3.0

Coroot

Alternative toDatadog

Instant observability with no-code setup.

  • 7,977 GitHub stars
  • Apache-2.0Licence Apache-2.0

Grafana

Alternative toDatadog

Open source dashboards for metrics, logs, and traces

  • 77,396 GitHub stars
  • AGPL-3.0Licence AGPL-3.0

Netdata

Alternative toDatadog

Real-time infrastructure monitoring with zero configuration

  • 81,060 GitHub stars
  • GPL-3.0Licence GPL-3.0
by category

Open source tools in these categories#

102

LLMOps & AI Tooling

Hermes Agent, OpenCode, MarkItDown131

Security & Monitoring

REA (Reverse Engineer Anything), RustDesk, Uptime Kuma407

AI & Machine Learning

freeCodeCamp, OpenClaw, REA (Reverse Engineer Anything)

Featured

rakazo

Alternative toGrok Bot

AI teammates you own: your keys, your model, your machine.

  • 4,904 GitHub stars
  • Apache-2.0Licence Apache-2.0
  • #AI Agents

Omnara

Alternative toCClaude Managed Agents

Open-source agent deployment API. Self-host or use Omnara Cloud.

  • 2,957 GitHub stars
  • Apache-2.0Licence Apache-2.0
  • #AI Agents

Inbox Zero

Alternative toSuperhuman

AI email assistant that drafts replies and clears your inbox

  • 12,712 GitHub stars
  • AGPL-3.0Licence AGPL-3.0
  • #Email
Feature your project

New open source projects by email

The projects we add and every new guide. Free, unsubscribe any time.

Find open source alternatives to paid software

/
  • Claude Code to OpenCode
  • Jira to Windshift
  • Notion to AppFlowy
  • Slack to Mattermost
  • Linear to GitLab
  • Wispr Flow to Handy
  • CapCut to Concat
  • Grok Bot to rakazo
  • Superhuman to Inbox Zero
  • Airtable to AITable
  • Muse to OpenClaw
  • GitHub Copilot to Cline
  • Datadog to Netdata
  • Microsoft Teams to Rocket.Chat
  • Confluence to Docmost
  • Pinecone to Qdrant
  • Zapier to n8n
  • Devin AI to OpenHands
  • Firebase to Supabase
  • 1Password to KeePassXC
  • Contentful to Strapi
  • Adobe Premiere Pro to Shotcut
  • ChatGPT to AnythingLLM
  • LangSmith to Langfuse
  • Claude Code to OpenCode
  • Jira to Windshift
  • Notion to AppFlowy
  • Slack to Mattermost
  • Linear to GitLab
  • Wispr Flow to Handy
  • CapCut to Concat
  • Grok Bot to rakazo
  • Superhuman to Inbox Zero
  • Airtable to AITable
  • Muse to OpenClaw
  • GitHub Copilot to Cline
  • Datadog to Netdata
  • Microsoft Teams to Rocket.Chat
  • Confluence to Docmost
  • Pinecone to Qdrant
  • Zapier to n8n
  • Devin AI to OpenHands
  • Firebase to Supabase
  • 1Password to KeePassXC
  • Contentful to Strapi
  • Adobe Premiere Pro to Shotcut
  • ChatGPT to AnythingLLM
  • LangSmith to Langfuse