diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 001a196..f545d90 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -110,7 +110,7 @@ uv run pytest tests/ -v
 uv run pytest tests/test_all_functions.py::test_no_subprocess_vulnerabilities -v
 
 # FastMCP test
-uv run python tests/test_cml_mcp_client.py --quick
+uv run python tests/test_cai_mcp_client.py --quick
 ```
 
 ### Add Tests
diff --git a/cai_workbench_mcp_server/src/functions/upload_file.py b/cai_workbench_mcp_server/src/functions/upload_file.py
index 5067f52..537f20f 100644
--- a/cai_workbench_mcp_server/src/functions/upload_file.py
+++ b/cai_workbench_mcp_server/src/functions/upload_file.py
@@ -11,7 +11,7 @@ def upload_file_to_root(host, api_key, project_id, file_path, target_name=None,
     Upload a file to the project using direct PUT request
     
     Args:
-        host: CML host URL
+        host: CAI host URL
         api_key: API key for authentication
         project_id: ID of the project to upload to
         file_path: Full path to the file to upload