head to head · open source
zipkin vs agentscope-studio
zipkin has 17,464 GitHub stars, 3,098 forks, 175 open issues and last shipped 2 months ago. agentscope-studio has 651 stars, 141 forks, 11 open issues and last shipped 18 days ago. zipkin leads on adoption by 2,583% (17,464 vs 651 stars). zipkin is written in Java under Apache-2.0; agentscope-studio is written in TypeScript under Apache-2.0. zipkin has attracted 18% as many forks as stars, agentscope-studio 22%. agentscope-studio was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (tracing), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| zipkin | agentscope-studio | |
|---|---|---|
| GitHub stars | ★ 17K | ★ 651 |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Java | TypeScript |
| Last push | 2026-08-06 | 2026-09-02 |
| Forks | ⑂ 3.1K | ⑂ 141 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick zipkin if
- You weight community size — 17K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Java
- You value the larger contributor base for long-term maintenance
pick agentscope-studio if
- You want the agentscope-studio feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches TypeScript
- You evaluated both and agentscope-studio fits your workflow better
About zipkin
Zipkin is a distributed tracing system maintained under the OpenZipkin organization and written in Java, released under the Apache 2.0 license. It lives in the Java and JVM ecosystem as a standalone server, while its instrumentation libraries span many languages. The project gathers the timing data needed to troubleshoot latency problems in service architectures, and it covers both the collection and the lookup of that data.
read the full zipkin overview →
About agentscope-studio
AgentScope Studio is a local, development oriented visualization toolkit for developers building agent based applications with the AgentScope framework, offering project management, a chatbot style runtime view, OpenTelemetry tracing, statistical evaluation and a built in development copilot — although it is no longer maintained as a standalone tool and is being archived in favour of the built in Web UI shipped with AgentScope 2.0.
read the full agentscope-studio overview →
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Frequently asked questions
Is zipkin or agentscope-studio more popular?
zipkin has 17,464 GitHub stars and agentscope-studio has 651. zipkin has the larger community by that measure.
Are zipkin and agentscope-studio free?
Both are open source. zipkin is licensed under Apache-2.0 and agentscope-studio under Apache-2.0. Neither carries a licence fee.
What is the difference between zipkin and agentscope-studio?
zipkin is written in Java and agentscope-studio in TypeScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, zipkin or agentscope-studio?
Choose zipkin if you want the larger community (17,464 stars) or its Apache-2.0 licence terms. Choose agentscope-studio if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.