diff --git a/gateway/mcp/README.md b/gateway/mcp/README.md
index d272e6b..1de8e6d 100644
--- a/gateway/mcp/README.md
+++ b/gateway/mcp/README.md
@@ -35,9 +35,9 @@ You need to:
           "--refresh",
           "--from",
           "/ABSOLUTE/PATH/TO/INVARIANT_GATEWAY_REPO/dist/invariant_gateway-0.0.1-py3-none-any.whl",
-          "invariant-gateway",
+          "run",
           "mcp",
-          "--dataset-name",
+          "--project-name",
           "weather-testing",
           "--push-explorer",
           "--exec",
@@ -59,5 +59,5 @@ This moves the original `command` and `args` to the `args` list after the `--exe
 
 All args before the `--exec` flag are relevant to the Invariant MCP gateway. These include:
 
-- `--dataset-name`: With this you can specify the name of the dataset. The guardrails are pulled from this dataset.
-- `--push-explorer`: With this you can specify if you want to push the annotated traces to the Invariant Explorer.
+- `--project-name`: With this you can specify the name of the Invariant Explorer project (dataset). The guardrails are pulled from this.
+- `--push-explorer`: With this you can specify if you want to push the annotated traces to the Invariant Explorer. The annotated traces are pushed to the project name provided above.
diff --git a/gateway/mcp/mcp_context.py b/gateway/mcp/mcp_context.py
index a4dced6..61986fb 100644
--- a/gateway/mcp/mcp_context.py
+++ b/gateway/mcp/mcp_context.py
@@ -28,7 +28,8 @@ class McpContext:
             return
 
         config = self._parse_cli_args(cli_args)
-        self.explorer_dataset = config.dataset_name
+        # The project name is used to identify the dataset in Invariant Explorer.
+        self.explorer_dataset = config.project_name
         self.push_explorer = config.push_explorer
         self.trace = []
         self.tools = []
@@ -47,8 +48,8 @@ class McpContext:
         """Parse command line arguments."""
         parser = argparse.ArgumentParser(description="MCP Gateway")
         parser.add_argument(
-            "--dataset-name",
-            help="Name of the dataset where we want to push the MCP traces",
+            "--project-name",
+            help="Name of the Project from Invariant Explorer where we want to push the MCP traces. The guardrails are pulled from this project.",
             type=str,
             default=f"mcp-capture-{random.randint(1, 100)}",
         )
diff --git a/pyproject.toml b/pyproject.toml
index a3839f3..185e050 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,7 +17,7 @@ where = ["."]
 exclude = ["tests", "tests.*"]
 
 [project.scripts]
-invariant-gateway = "gateway.__main__:main"
+run = "gateway.__main__:main"
 
 [build-system]
 requires = ["setuptools>=61.0", "wheel"]