kitaru

by zenml-io · MCP Server · ★ 307

About kitaru

Traces you can run, not just read. Kitaru (来る, "to arrive") records every agent run as a full trace — every model call, tool call, and decision — and replays it against your real code. Reproduce the trace exactly. Fork it with one thing changed. Trust the diff. It works underneath whatever framework you already use, self-hosted on your own infrastructure, and it can deploy and run your agents too. Docs · Quick Start · Examples · Getting Started Guide · Roadmap · Community

agentagent-orchestrationagentic-aiagentsai-agentscheckpointsdurable-executionllmmcpmlops

Quick Facts

Stars307
Forks25
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score34.75/100
Open Issues42
Last Updated2026-10-12
Created2026-03-05
Platformsmcp, python
Est. Tokens~1031k

Compatible Skills

These tools work well together with kitaru for enhanced workflows:

  • agentcanvas — semantic(0.43)+complementary+rare_topics+same_lang+similar_pop+shared_platform (69%)
  • pydantic-ai-todo — semantic(0.41)+complementary+rare_topics+same_lang+similar_pop+shared_platform (68%)
  • pydantic-ai-shields — semantic(0.35)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)
  • pydantic-ai-skills — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)

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Frequently Asked Questions

What is kitaru?

kitaru is Agent traces you can run, not just read.. It is categorized as a MCP Server with 307 GitHub stars.

What programming language is kitaru written in?

kitaru is primarily written in Python. It covers topics such as agent, agent-orchestration, agentic-ai.

How do I install or use kitaru?

You can find installation instructions and usage details in the kitaru GitHub repository at github.com/zenml-io/kitaru. The project has 307 stars and 25 forks, indicating an active community.

What license does kitaru use?

kitaru is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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