diff --git a/src/specify_cli/integrations/cursor_agent/__init__.py b/src/specify_cli/integrations/cursor_agent/__init__.py
index 70af454ce..7196c7fd0 100644
--- a/src/specify_cli/integrations/cursor_agent/__init__.py
+++ b/src/specify_cli/integrations/cursor_agent/__init__.py
@@ -2,6 +2,10 @@
 
 Cursor Agent uses the ``.cursor/skills/speckit-<name>/SKILL.md`` layout.
 Commands are deprecated; ``--skills`` defaults to ``True``.
+
+CLI dispatch via ``cursor-agent -p --trust <prompt>`` is supported so
+``specify workflow run`` can drive cursor-agent headlessly, in addition
+to the existing in-IDE skill flow.
 """
 
 from __future__ import annotations
@@ -15,8 +19,8 @@ class CursorAgentIntegration(SkillsIntegration):
         "name": "Cursor",
         "folder": ".cursor/",
         "commands_subdir": "skills",
-        "install_url": None,
-        "requires_cli": False,
+        "install_url": "https://docs.cursor.com/en/cli/overview",
+        "requires_cli": True,
     }
     registrar_config = {
         "dir": ".cursor/skills",
@@ -28,6 +32,29 @@ class CursorAgentIntegration(SkillsIntegration):
     context_file = ".cursor/rules/specify-rules.mdc"
     multi_install_safe = True
 
+    def build_exec_args(
+        self,
+        prompt: str,
+        *,
+        model: str | None = None,
+        output_json: bool = True,
+    ) -> list[str] | None:
+        """Build CLI arguments for non-interactive ``cursor-agent`` execution.
+
+        Uses ``-p`` (print/headless mode, which gives access to all
+        tools including write and shell) plus ``--trust`` (bypass the
+        Workspace Trust prompt — mandatory for headless execution; the
+        CLI exits non-zero without it).
+        """
+        if not self.config or not self.config.get("requires_cli"):
+            return None
+        args = [self.key, "-p", "--trust", prompt]
+        if model:
+            args.extend(["--model", model])
+        if output_json:
+            args.extend(["--output-format", "json"])
+        return args
+
     @classmethod
     def options(cls) -> list[IntegrationOption]:
         return [
diff --git a/tests/integrations/test_integration_cursor_agent.py b/tests/integrations/test_integration_cursor_agent.py
index 352a0475b..5c8e518c4 100644
--- a/tests/integrations/test_integration_cursor_agent.py
+++ b/tests/integrations/test_integration_cursor_agent.py
@@ -106,3 +106,55 @@ class TestCursorAgentAutoPromote:
         assert result.exit_code == 0, f"init --ai cursor-agent failed: {result.output}"
         assert (target / ".cursor" / "skills" / "speckit-plan" / "SKILL.md").exists()
 
+
+class TestCursorAgentCliDispatch:
+    """Verify the CLI dispatch path for cursor-agent (issue #2629).
+
+    The ``cursor-agent`` CLI supports headless execution via ``-p`` (with
+    full tool access including write/shell) and requires ``--trust`` to
+    bypass the Workspace Trust prompt.  These tests pin the exact argv
+    shape that the workflow runner will use.
+    """
+
+    def test_requires_cli_is_true(self):
+        i = get_integration("cursor-agent")
+        assert i.config.get("requires_cli") is True
+
+    def test_install_url_is_set(self):
+        i = get_integration("cursor-agent")
+        url = i.config.get("install_url")
+        assert url is not None
+        assert "cursor.com" in url
+
+    def test_build_exec_args_default_includes_trust_and_json(self):
+        i = get_integration("cursor-agent")
+        args = i.build_exec_args("/speckit-specify some-feature")
+        assert args == [
+            "cursor-agent", "-p", "--trust",
+            "/speckit-specify some-feature",
+            "--output-format", "json",
+        ]
+
+    def test_build_exec_args_text_output_omits_format(self):
+        i = get_integration("cursor-agent")
+        args = i.build_exec_args("/speckit-plan", output_json=False)
+        assert args == [
+            "cursor-agent", "-p", "--trust", "/speckit-plan",
+        ]
+
+    def test_build_exec_args_with_model(self):
+        i = get_integration("cursor-agent")
+        args = i.build_exec_args(
+            "/speckit-specify", model="sonnet-4-thinking", output_json=False
+        )
+        assert args == [
+            "cursor-agent", "-p", "--trust", "/speckit-specify",
+            "--model", "sonnet-4-thinking",
+        ]
+
+    def test_build_command_invocation_uses_hyphenated_skill_name(self):
+        """SkillsIntegration: /speckit-plan (not /speckit.plan)."""
+        i = get_integration("cursor-agent")
+        assert i.build_command_invocation("speckit.plan", "feature-x") == "/speckit-plan feature-x"
+        assert i.build_command_invocation("plan") == "/speckit-plan"
+