diff --git a/crates/codegraph-core/src/extractors/swift.rs b/crates/codegraph-core/src/extractors/swift.rs
index 12358f53..898bfb42 100644
--- a/crates/codegraph-core/src/extractors/swift.rs
+++ b/crates/codegraph-core/src/extractors/swift.rs
@@ -299,9 +299,22 @@ fn match_swift_node(node: &Node, source: &[u8], symbols: &mut FileSymbols, _dept
                     }
                     "navigation_expression" => {
                         let last = fn_node.child(fn_node.child_count().saturating_sub(1));
-                        let name = last
-                            .map(|n| node_text(&n, source).to_string())
-                            .unwrap_or_else(|| node_text(&fn_node, source).to_string());
+                        // Swift's grammar wraps the method name in a `navigation_suffix` node
+                        // (e.g. `.save` text), not a bare `simple_identifier`. Descend into
+                        // navigation_suffix to get the inner simple_identifier so the resolved
+                        // name is "save" not ".save". Mirrors WASM extractors/swift.ts fix.
+                        let name = last.map(|n| {
+                            if n.kind() == "navigation_suffix" {
+                                find_child(&n, "simple_identifier")
+                                    .map(|id| node_text(&id, source).to_string())
+                                    .unwrap_or_else(|| {
+                                        let t = node_text(&n, source);
+                                        t.trim_start_matches('.').to_string()
+                                    })
+                            } else {
+                                node_text(&n, source).to_string()
+                            }
+                        }).unwrap_or_else(|| node_text(&fn_node, source).to_string());
                         let receiver = fn_node.child(0)
                             .map(|n| node_text(&n, source).to_string());
                         symbols.calls.push(Call {
@@ -376,4 +389,25 @@ mod tests {
         assert_eq!(s.imports[0].source, "Foundation");
         assert!(s.imports[0].swift_import.unwrap());
     }
+
+    /// navigation_expression uses a `navigation_suffix` child — the method name
+    /// must be extracted as a bare identifier ("save"), not ".save".
+    #[test]
+    fn extracts_navigation_call_bare_name() {
+        let s = parse_swift("func f() { repo.save(x) }");
+        let call = s.calls.iter().find(|c| c.receiver.as_deref() == Some("repo")).unwrap();
+        assert_eq!(call.name, "save", "method name must not include leading dot");
+        assert_eq!(call.receiver.as_deref(), Some("repo"));
+    }
+
+    /// Class property with a type annotation seeds the typeMap so that
+    /// receiver-typed call edges can be resolved.
+    #[test]
+    fn class_property_type_annotation_seeds_type_map() {
+        let s = parse_swift("class Service { private let repo: Repository }");
+        let entry = s.type_map.iter().find(|e| e.name == "repo");
+        assert!(entry.is_some(), "repo should appear in type_map");
+        assert_eq!(entry.unwrap().type_name, "Repository");
+        assert_eq!(entry.unwrap().confidence, 0.9);
+    }
 }
diff --git a/src/extractors/javascript.ts b/src/extractors/javascript.ts
index 4fef18da..29abdba7 100644
--- a/src/extractors/javascript.ts
+++ b/src/extractors/javascript.ts
@@ -474,6 +474,7 @@ function extractConstantsWalk(node: TreeSitterNode, definitions: Definition[]):
     }
 
     extractConstDeclarators(declNode, definitions);
+    extractLetVarObjLiteralDeclarators(declNode, definitions);
 
     // Recurse into non-function, non-export-statement children (blocks, if-statements, etc.)
     if (child.type !== 'export_statement') {
@@ -578,6 +579,34 @@ function extractConstDeclarators(declNode: TreeSitterNode, definitions: Definiti
   }
 }
 
+/**
+ * Extract qualified method definitions from `let`/`var` object-literal declarations.
+ * Mirrors `match_js_objlit_qualified_method_defs` in `javascript.rs`, which emits
+ * qualified definitions for `method_definition` (all declaration kinds) and
+ * `pair+arrow/function` (`let`/`var` only, since `const` is already handled by
+ * `extractConstDeclarators` → `extractObjectLiteralFunctions`).
+ *
+ * Called from extractConstantsWalk which already provides the function-scope guard.
+ * `var q1 = { m1() {} }` → emits Definition { name: 'q1.m1', kind: 'function' }
+ */
+function extractLetVarObjLiteralDeclarators(
+  declNode: TreeSitterNode,
+  definitions: Definition[],
+): void {
+  const t = declNode.type;
+  if (t !== 'lexical_declaration' && t !== 'variable_declaration') return;
+  if (declNode.text.startsWith('const ')) return; // handled by extractConstDeclarators
+
+  for (let j = 0; j < declNode.childCount; j++) {
+    const declarator = declNode.child(j);
+    if (declarator?.type !== 'variable_declarator') continue;
+    const nameN = declarator.childForFieldName('name');
+    const valueN = declarator.childForFieldName('value');
+    if (nameN?.type !== 'identifier' || !valueN || valueN.type !== 'object') continue;
+    extractObjectLiteralFunctions(valueN, nameN.text, definitions);
+  }
+}
+
 /**
  * Recursive walk to find dynamic import() calls.
  * Query patterns match call_expression with identifier/member_expression/subscript_expression
@@ -1036,6 +1065,18 @@ function handleVariableDecl(node: TreeSitterNode, ctx: ExtractorOutput): void {
           if (valueN.type === 'object') {
             extractObjectLiteralFunctions(valueN, nameN.text, ctx.definitions);
           }
+        } else if (
+          !isConst &&
+          nameN.type === 'identifier' &&
+          valueN.type === 'object' &&
+          !hasFunctionScopeAncestor(node)
+        ) {
+          // `let`/`var` object literals: extract qualified method definitions so that
+          // `obj.method()` calls resolve correctly. Mirrors Rust match_js_objlit_qualified_method_defs
+          // which emits method_definition qualified names for ALL declaration kinds and
+          // pair+arrow/function for let/var only (const is already handled above).
+          // Scope guard prevents local object properties from polluting the global index.
+          extractObjectLiteralFunctions(valueN, nameN.text, ctx.definitions);
         } else if (isConst && nameN.type === 'object_pattern' && !hasFunctionScopeAncestor(node)) {
           // Destructured bindings: const { handleToken, checkPermissions } = initAuth(...)
           // Each destructured property becomes a function definition so it can be
diff --git a/src/extractors/swift.ts b/src/extractors/swift.ts
index a31acc5b..9b2f6e90 100644
--- a/src/extractors/swift.ts
+++ b/src/extractors/swift.ts
@@ -42,6 +42,7 @@ function walkSwiftNode(node: TreeSitterNode, ctx: ExtractorOutput): void {
       handleSwiftCallExpression(node, ctx);
       break;
     case 'property_declaration':
+      seedSwiftPropertyTypeMap(node, ctx);
       handleSwiftPropertyDecl(node, ctx);
       break;
   }
@@ -250,11 +251,26 @@ function handleSwiftCallExpression(node: TreeSitterNode, ctx: ExtractorOutput):
   if (!funcNode) return;
   const call: Call = { name: '', line: node.startPosition.row + 1 };
   if (funcNode.type === 'navigation_expression') {
-    // obj.method(...)
+    // obj.method(...) — Swift's tree-sitter grammar wraps the suffix in a
+    // `navigation_suffix` node: navigation_expression > [simple_identifier, navigation_suffix].
+    // We must descend into navigation_suffix to get the bare method name (e.g. "save" not ".save").
+    // Mirrors Rust match_swift_node which also descends into navigation_suffix via find_child
+    // to extract the inner simple_identifier, with a trim_start_matches('.') fallback.
     const lastChild = funcNode.child(funcNode.childCount - 1);
     const firstChild = funcNode.child(0);
-    if (lastChild && lastChild.type === 'simple_identifier' && firstChild) {
-      call.name = lastChild.text;
+    if (lastChild && firstChild) {
+      // Resolve the method name: descend into navigation_suffix to find the
+      // simple_identifier, or fall back to stripping the leading dot from the text.
+      let methodName: string;
+      if (lastChild.type === 'simple_identifier') {
+        methodName = lastChild.text;
+      } else if (lastChild.type === 'navigation_suffix') {
+        const inner = findChild(lastChild, 'simple_identifier');
+        methodName = inner ? inner.text : lastChild.text.replace(/^\./, '');
+      } else {
+        methodName = lastChild.text;
+      }
+      call.name = methodName;
       call.receiver = firstChild.text;
     }
   } else if (funcNode.type === 'simple_identifier') {
@@ -265,6 +281,33 @@ function handleSwiftCallExpression(node: TreeSitterNode, ctx: ExtractorOutput):
   if (call.name) ctx.calls.push(call);
 }
 
+/**
+ * Seed the typeMap for a property_declaration with a type annotation.
+ * This runs for ALL property_declaration nodes (including class-body ones)
+ * so that `repo.method()` calls can be resolved to the correct class.
+ * Mirrors Rust match_swift_type_map which walks all nodes unconditionally.
+ */
+function seedSwiftPropertyTypeMap(node: TreeSitterNode, ctx: ExtractorOutput): void {
+  const typeAnn = findChild(node, 'type_annotation');
+  if (!typeAnn) return;
+  // type_annotation: ":" <user_type | simple_identifier | ...>
+  // The last child is the actual type node.
+  const lastChild = typeAnn.child(typeAnn.childCount - 1);
+  if (!lastChild) return;
+  // For "user_type > type_identifier", grab the inner identifier text;
+  // for a plain simple_identifier, use it directly.
+  const typeNode =
+    lastChild.type === 'user_type' ? findChild(lastChild, 'type_identifier') : lastChild;
+  if (!typeNode) return;
+  const typeName = typeNode.text;
+  if (!typeName) return;
+  const pattern = findChild(node, 'pattern');
+  if (!pattern) return;
+  const varName = findChild(pattern, 'simple_identifier')?.text ?? pattern.text;
+  if (!varName) return;
+  ctx.typeMap.set(varName, { type: typeName, confidence: 0.9 });
+}
+
 function handleSwiftPropertyDecl(node: TreeSitterNode, ctx: ExtractorOutput): void {
   // Only handle top-level properties (class properties are handled inline)
   if (
diff --git a/tests/parsers/javascript.test.ts b/tests/parsers/javascript.test.ts
index 5ba523fa..5d53ecee 100644
--- a/tests/parsers/javascript.test.ts
+++ b/tests/parsers/javascript.test.ts
@@ -891,6 +891,37 @@ describe('JavaScript parser', () => {
       );
     });
 
+    // let/var object-literal method definitions
+    it('extracts qualified definitions from var object-literal arrow functions', () => {
+      // `var x = { a: function() {} }` — native produces `x.a`, WASM must too.
+      // Parity fix: extractLetVarObjLiteralDeclarators covers let/var (const already
+      // handled by extractConstDeclarators → extractObjectLiteralFunctions).
+      const symbols = parseJS(`var x = { a: function() {}, b: () => {} };`);
+      expect(symbols.definitions).toContainEqual(
+        expect.objectContaining({ name: 'x.a', kind: 'function' }),
+      );
+      expect(symbols.definitions).toContainEqual(
+        expect.objectContaining({ name: 'x.b', kind: 'function' }),
+      );
+    });
+
+    it('extracts qualified definitions from let object-literal shorthand methods', () => {
+      // `let x12 = { f13() {} }` — matches jelly-micro classes.js fixtures.
+      const symbols = parseJS(`let x12 = { f13() {}, f14: () => {} };`);
+      expect(symbols.definitions).toContainEqual(
+        expect.objectContaining({ name: 'x12.f13', kind: 'function' }),
+      );
+      expect(symbols.definitions).toContainEqual(
+        expect.objectContaining({ name: 'x12.f14', kind: 'function' }),
+      );
+    });
+
+    it('does not extract let/var object-literal definitions inside function scope', () => {
+      // Scope guard mirrors const path — skips object literals inside function bodies.
+      const symbols = parseJS(`function setup() { var local = { f() {} }; }`);
+      expect(symbols.definitions).not.toContainEqual(expect.objectContaining({ name: 'local.f' }));
+    });
+
     // Line range verification
     it('sets correct line and endLine on callback definition', () => {
       const code = [
diff --git a/tests/parsers/swift.test.ts b/tests/parsers/swift.test.ts
index 5541bf20..d08eed6e 100644
--- a/tests/parsers/swift.test.ts
+++ b/tests/parsers/swift.test.ts
@@ -85,4 +85,27 @@ describe('Swift parser', () => {
     expect(symbols.calls).toContainEqual(expect.objectContaining({ name: 'print' }));
     expect(symbols.calls).toContainEqual(expect.objectContaining({ name: 'bar' }));
   });
+
+  it('extracts navigation_expression calls with bare method name and receiver', () => {
+    // navigation_expression uses a navigation_suffix child node — method name
+    // must be "save" not ".save" so the call resolver can find UserRepository.save.
+    const symbols = parseSwift(`func f() { repo.save(x) }`);
+    const call = symbols.calls.find((c) => c.receiver === 'repo');
+    expect(call).toBeDefined();
+    expect(call!.name).toBe('save');
+    expect(call!.receiver).toBe('repo');
+  });
+
+  it('seeds typeMap from class property type annotations', () => {
+    // `private let repo: UserRepository` in a class body must seed typeMap
+    // so that receiver-typed call edges (repo.save → UserRepository) can resolve.
+    const symbols = parseSwift(`class Service {
+  private let repo: UserRepository
+  func createUser() { repo.save(x) }
+}`);
+    const entry = symbols.typeMap.get('repo');
+    expect(entry).toBeDefined();
+    expect(entry!.type).toBe('UserRepository');
+    expect(entry!.confidence).toBe(0.9);
+  });
 });