fix(mcp): don't auto-scope to a microservice absent from the index

server.py

@@ -112,7 +112,44 @@ def __init__(self, source_root: Path):
 
     def _detect_scope(self) -> str | None:
         from graph_enrich import detect_microservice_from_path
-        return detect_microservice_from_path(Path.cwd(), self.source_root)
+
+        candidate = detect_microservice_from_path(Path.cwd(), self.source_root)
+        if candidate is None:
+            return None
+        # Only auto-scope to a microservice that actually has indexed code.
+        # detect_microservice_from_path can mislabel a non-microservice
+        # top-level child of source_root — most importantly the config/context
+        # directory the MCP server is launched from (no build marker, no
+        # source) — via its "first path segment under root" fallback. Scoping
+        # every query to such a name yields zero matches, so all tools return
+        # empty. A real microservice the operator is working in is, by
+        # definition, present in the index, so validating against the indexed
+        # set cannot suppress a legitimate scope. When the index is unreadable
+        # (empty known set) we keep the detected candidate rather than silently
+        # disabling auto-scope on a transient graph error.
+        known = self._indexed_microservices()
+        if known and candidate not in known:
+            return None
+        return candidate
+
+    def _indexed_microservices(self) -> set[str]:
+        """Microservice names that have indexed type symbols.
+
+        Graph-only source of truth: the graph is always built alongside Lance,
+        and a Lance-only index (no graph) is not a supported state. Any failure
+        (graph missing, open error, empty index) returns an empty set, which
+        ``_detect_scope`` treats as "cannot validate — keep detection".
+        """
+        try:
+            if not LadybugGraph.exists():
+                return set()
+            # LadybugGraph.get() opens the DB and runs meta(); it can raise
+            # (e.g. RuntimeError on ontology-version mismatch). Caught here ->
+            # empty set -> _detect_scope keeps the detected scope.
+            counts = LadybugGraph.get().microservice_counts()
+            return {name for name in counts if name}
+        except Exception:
+            return set()
 
     def _log_detection(self) -> None:
         if self.default_scope:

tests/test_microservice_scope.py

@@ -150,3 +150,121 @@ def test_detect_scope_integration(self, tmp_path):
         nf = NodeFilter(role="CONTROLLER")
         result = mgr.apply_auto_scope(nf)
         assert result is nf
+
+
+class TestScopeManagerAutoScopeValidation:
+    """Auto-scope must not fire for a microservice absent from the index.
+
+    Regression: launching the MCP server from the config/context directory (a
+    top-level child of source_root with no build marker and no source) made
+    ``detect_microservice_from_path`` return that directory's name via its
+    "first path segment under root" fallback. ScopeManager then auto-scoped
+    every query to a microservice with zero indexed rows, so all tools
+    returned empty results. The detected scope is now validated against the
+    indexed microservice set; a candidate with no indexed code is suppressed.
+    """
+
+    @staticmethod
+    def _stub_index(monkeypatch, microservices: set[str]) -> None:
+        """Make ScopeManager._indexed_microservices() see a fake graph."""
+        import server
+
+        class _FakeGraph:
+            def microservice_counts(self):
+                return {name: 1 for name in microservices}
+
+        monkeypatch.setattr(
+            server.LadybugGraph, "exists", lambda db_path=None: len(microservices) > 0
+        )
+        monkeypatch.setattr(
+            server.LadybugGraph, "get", lambda db_path=None: _FakeGraph()
+        )
+
+    def test_context_dir_not_detected_as_microservice(self, tmp_path, monkeypatch):
+        """Launching from a codeless context dir must NOT auto-scope (the bug)."""
+        from server import ScopeManager
+
+        # Reported layout: source_root holds both the context dir and a real
+        # microservice; the server is launched from the context dir.
+        context_dir = tmp_path / "bank-chat-context"
+        context_dir.mkdir()
+        ms_dir = tmp_path / "microservice-a"
+        (ms_dir / "src").mkdir(parents=True)
+        (ms_dir / "pom.xml").write_text("<project/>")
+
+        # The index only knows the real microservice, not the context dir.
+        self._stub_index(monkeypatch, {"microservice-a"})
+        monkeypatch.chdir(context_dir)
+
+        mgr = ScopeManager(tmp_path)
+        assert mgr.default_scope is None
+
+    def test_real_microservice_dir_still_scopes(self, tmp_path, monkeypatch):
+        """Launching from inside an indexed microservice keeps auto-scope."""
+        from server import ScopeManager
+
+        ms_dir = tmp_path / "microservice-a"
+        (ms_dir / "src").mkdir(parents=True)
+        (ms_dir / "pom.xml").write_text("<project/>")
+
+        self._stub_index(monkeypatch, {"microservice-a"})
+        monkeypatch.chdir(ms_dir)
+
+        mgr = ScopeManager(tmp_path)
+        assert mgr.default_scope == "microservice-a"
+
+    def test_empty_index_keeps_detection(self, tmp_path, monkeypatch):
+        """When the index is missing (exists()->False), keep detection."""
+        from server import ScopeManager
+
+        ms_dir = tmp_path / "microservice-a"
+        ms_dir.mkdir()
+        (ms_dir / "pom.xml").write_text("<project/>")
+
+        # Graph missing -> exists() False -> empty known set.
+        self._stub_index(monkeypatch, set())
+        monkeypatch.chdir(ms_dir)
+
+        mgr = ScopeManager(tmp_path)
+        assert mgr.default_scope == "microservice-a"
+
+    def test_empty_graph_present_keeps_detection(self, tmp_path, monkeypatch):
+        """Graph present but reporting no microservices also keeps detection.
+
+        Covers the exists()->True branch with empty microservice_counts() —
+        distinct from test_empty_index_keeps_detection (missing graph). Both
+        paths must converge to keeping the detected scope rather than silently
+        disabling auto-scope.
+        """
+        import server
+        from server import ScopeManager
+
+        ms_dir = tmp_path / "microservice-a"
+        ms_dir.mkdir()
+        (ms_dir / "pom.xml").write_text("<project/>")
+
+        class _EmptyGraph:
+            def microservice_counts(self):
+                return {}
+
+        monkeypatch.setattr(server.LadybugGraph, "exists", lambda db_path=None: True)
+        monkeypatch.setattr(server.LadybugGraph, "get", lambda db_path=None: _EmptyGraph())
+        monkeypatch.chdir(ms_dir)
+
+        mgr = ScopeManager(tmp_path)
+        assert mgr.default_scope == "microservice-a"
+
+    def test_indexed_microservices_extracts_nonempty_keys(self, tmp_path, monkeypatch):
+        """_indexed_microservices drops empty-string buckets, keeps the rest."""
+        import server
+        from server import ScopeManager
+
+        class _FakeGraph:
+            def microservice_counts(self):
+                return {"chat-core": 140, "chat-assign": 50, "": 3}
+
+        monkeypatch.setattr(server.LadybugGraph, "exists", lambda db_path=None: True)
+        monkeypatch.setattr(server.LadybugGraph, "get", lambda db_path=None: _FakeGraph())
+
+        mgr = ScopeManager(tmp_path)
+        assert mgr._indexed_microservices() == {"chat-core", "chat-assign"}