# Service Discovery on publicMCP CN

Source: [Service Discovery on publicMCP CN](<https://www.sota2.com/research/sota/service-discovery-on-publicmcp-cn>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-29T08:23:01.322Z

Evaluation of model performance on the Service Discovery task using the publicMCP CN dataset, measured using HR (%) and Recall (%).

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Service Discovery |
| Dataset (including any stated split) | publicMCP CN |
| Metric | HR (%) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [HR (%)](<https://www.sota2.com/research/sota/service-discovery-on-publicmcp-cn.md?metric=HR%20(%25)>): Higher is better; unit: PERCENT.

- [Recall (%)](<https://www.sota2.com/research/sota/service-discovery-on-publicmcp-cn.md?metric=Recall%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | HR (%) | Result date | Report paper |
| --- | --- | --- | --- |
| A2X | 98 | Not recorded | 6a191dacdbd7150506f8290d |
| BGE-M3 | 74 | Not recorded | 6a191dacdbd7150506f8290d |
| MCP-Zero | 48 | Not recorded | 6a191dacdbd7150506f8290d |
| text2vec-base-chinese | 28 | Not recorded | 6a191dacdbd7150506f8290d |

### A2X

HR (%): 98. Result ID: 6a194be4fbc373592c1394e3.

[Reporting paper](<https://www.sota2.com/research/paper/6a191dacdbd7150506f8290d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a191dacdbd7150506f8290d.md>)

Recorded evaluation configuration: {"K":"10"}. This record does not assert independent reproduction.

### BGE-M3

HR (%): 74. Result ID: 6a194be4fbc373592c1394e1.

[Reporting paper](<https://www.sota2.com/research/paper/6a191dacdbd7150506f8290d.md>)

Recorded evaluation configuration: {"K":"10"}. This record does not assert independent reproduction.

### MCP-Zero

HR (%): 48. Result ID: 6a194be4fbc373592c1394e2.

[Reporting paper](<https://www.sota2.com/research/paper/6a191dacdbd7150506f8290d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79a81e209131cea7eb5e.md>)

Recorded evaluation configuration: {"K":"10"}. This record does not assert independent reproduction.

### text2vec-base-chinese

HR (%): 28. Result ID: 6a194be4fbc373592c1394e0.

[Reporting paper](<https://www.sota2.com/research/paper/6a191dacdbd7150506f8290d.md>)

Recorded evaluation configuration: {"K":"10"}. This record does not assert independent reproduction.

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