[KongchangAI]
ProductMoka Sandbox / @mokalabs/sandbox

Moka

An open-source local MCP debugging tool that provides a visual playground for testing MCP servers and prompts. It supports one-click export of LangGraph code, runs locally with zero configuration, and operates entirely without dependence on third-party services.

Timeline (last 90 days)

Oct 3

Moka is an open-source local visual debugging tool for MCP and LangGraph developers, providing a purely local-running playground for testing MCP tools and prompts before coding

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Oct 3

Moka provides a local chat interface for testing tool calls, streaming output, and underlying raw JSON-RPC traffic

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Oct 3

Moka supports clicking the Export as code button to generate directly runnable LangGraph (Python) scripts after debugging the workflow in the visual interface

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Oct 3

Moka supports pointing to an existing LangGraph agent via the AG-UI protocol, serving as a debugging interface for that agent

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Oct 3

Moka can be launched with a single command npx @mokalabs/sandbox, emphasizing zero-configuration local operation

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Oct 3

Moka has been open-sourced on GitHub, with the repository address at github.com/mokahq/mokalabs

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Oct 3

Moka has chosen LangGraph as the sole code export target

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Oct 3

Moka runs entirely locally with data that does not need to be uploaded to any third-party service, providing privacy and security advantages for developers handling sensitive tools or internal APIs

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Oct 3

As a newly released open-source project still in its early stages, Moka's MCP server compatibility, complexity coverage of exported code, and long-term maintenance remain to be validated by the community

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