update readme

README.md

@@ -14,7 +14,7 @@ All the volume datasets from http://klacansky.com/open-scivis-datasets/ have bee
 
 ### Directory Structure
 
-The datasets and tasks for ParaView-MCP and ChatVis are organized into the `main`, the `sci_volume_data`, and the `chatvis_bench` folders, while `napari_mcp_evals` holds tasks and datasets for napari-MCP. The `chatvis_bench` folder contains 20 test cases from the official [ChatVis](https://github.com/tpeterka/ChatVis) benchmark.
+The datasets and tasks for ParaView-MCP and ChatVis are organized into the `main`, the `sci_volume_data`, and the `chatvis_bench` folders, while `napari_mcp_evals` holds tasks and datasets for bioimage-agent. The `chatvis_bench` folder contains 20 test cases from the official [ChatVis](https://github.com/tpeterka/ChatVis) benchmark.
 
 
 Each dataset in the `main`, the `sci_volume_data`, and the `chatvis_bench` folders follows this structure:
@@ -47,7 +47,7 @@ Each dataset has:
 SciVisAgentBench was mainly created by Kuangshi Ai (kai@nd.edu), Shusen Liu (liu42@llnl.gov), and Haichao Miao (miao1@llnl.gov). Some of the test cases are provided by Kaiyuan Tang (ktang2@nd.edu). We sincerely thank the open-source community for their invaluable contributions. This project is made possible thanks to the following outstanding projects:
 
 - [ParaView-MCP](https://github.com/LLNL/paraview_mcp)
-- [Napari-MCP](https://github.com/LLNL/napari-mcp)
+- [Bioimage-agent](https://github.com/LLNL/bioimage-agent)
 - [ChatVis](https://github.com/tpeterka/ChatVis)
 
 ## License