kitaru

Q: What is kitaru?

kitaru is Record, replay, and improve AI agents in production, built on ZenML. It is categorized as a MCP Server with 198 GitHub stars.

Q: What programming language is kitaru written in?

kitaru is primarily written in Python. It covers topics such as agent-framework, ai-agents, checkpoints.

Q: 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 198 stars and 14 forks, indicating an active community.

Q: 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.

by zenml-io · MCP Server · ★ 198

About kitaru

The runtime layer underneath your agent stack. Kitaru (来る, "to arrive") is a self-hosted, framework-agnostic runtime for autonomous agents — underneath the harness your team already picked. You keep your agent SDK, your prompts, your tools, your model. Kitaru adds durable execution: checkpoints, replay, resume, wait(), versioned deployments, and isolated runtimes, running on your own infrastructure. Docs · Quick Start · Examples · Getting Started Guide · Roadmap · Community <img src="assets/dashboard.png" alt="Kitaru Dashboa

agent-framework ai-agents checkpoints durable-execution llm mcp mlops observability pydantic pydantic-ai

Quick Facts

Stars	198
Forks	14
Language	Python
Category	MCP Server
License	Apache-2.0
Quality Score	65.0823036936784/100
Open Issues	28
Last Updated	2026-07-08
Created	2026-03-05
Platforms	mcp, python
Est. Tokens	~15k

Compatible Skills

These tools work well together with kitaru for enhanced workflows:

pydantic-ai-todo — semantic(0.38)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
pydantic-ai-shields — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
pydantic-ai-middleware — semantic(0.32)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
pydantic-ai-skills — semantic(0.32)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)

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Frequently Asked Questions

What is kitaru?

kitaru is Record, replay, and improve AI agents in production, built on ZenML. It is categorized as a MCP Server with 198 GitHub stars.

What programming language is kitaru written in?

kitaru is primarily written in Python. It covers topics such as agent-framework, ai-agents, checkpoints.

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 198 stars and 14 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.

View on GitHub → Browse MCP Server tools