diff --git a/cmake.deps/deps.txt b/cmake.deps/deps.txt
index e8dbebc055..05d1b1b6cf 100644
--- a/cmake.deps/deps.txt
+++ b/cmake.deps/deps.txt
@@ -55,7 +55,7 @@ TREESITTER_PYTHON_URL https://github.com/tree-sitter/tree-sitter-python/archive/
 TREESITTER_PYTHON_SHA256 720304a603271fa89e4430a14d6a81a023d6d7d1171b1533e49c0ab44f1e1c13
 TREESITTER_BASH_URL https://github.com/tree-sitter/tree-sitter-bash/archive/v0.21.0.tar.gz
 TREESITTER_BASH_SHA256 f0515efda839cfede851adb24ac154227fbc0dfb60c6c11595ecfa9087d43ceb
-TREESITTER_MARKDOWN_URL https://github.com/MDeiml/tree-sitter-markdown/archive/v0.1.7.tar.gz
-TREESITTER_MARKDOWN_SHA256 7d0e7f7ed4516ed0816f9c304e2e7fa93b2c16f9280416c2fb64dc4efd9c5f83
+TREESITTER_MARKDOWN_URL https://github.com/MDeiml/tree-sitter-markdown/archive/v0.2.1.tar.gz
+TREESITTER_MARKDOWN_SHA256 d5dee1f57807a633062d03e19ad59d9b5e28f882da1ebe69a2e31f1df5b308ca
 TREESITTER_URL https://github.com/tree-sitter/tree-sitter/archive/v0.22.2.tar.gz
 TREESITTER_SHA256 0c829523b876d4a37e1bd46a655c133a93669c0fe98fcd84972b168849c27afc
diff --git a/runtime/queries/markdown/highlights.scm b/runtime/queries/markdown/highlights.scm
index 7c26fd710c..ac582e3f9b 100644
--- a/runtime/queries/markdown/highlights.scm
+++ b/runtime/queries/markdown/highlights.scm
@@ -1,34 +1,34 @@
 ;From MDeiml/tree-sitter-markdown & Helix
 (setext_heading
   (paragraph) @markup.heading.1
-  (setext_h1_underline) @markup.heading.1.marker)
+  (setext_h1_underline) @markup.heading.1)
 
 (setext_heading
   (paragraph) @markup.heading.2
-  (setext_h2_underline) @markup.heading.2.marker)
+  (setext_h2_underline) @markup.heading.2)
 
 (atx_heading
-  (atx_h1_marker) @markup.heading.1.marker
+  (atx_h1_marker) @markup.heading.1
   (inline) @markup.heading.1)
 
 (atx_heading
-  (atx_h2_marker) @markup.heading.2.marker
+  (atx_h2_marker) @markup.heading.2
   (inline) @markup.heading.2)
 
 (atx_heading
-  (atx_h3_marker) @markup.heading.3.marker
+  (atx_h3_marker) @markup.heading.3
   (inline) @markup.heading.3)
 
 (atx_heading
-  (atx_h4_marker) @markup.heading.4.marker
+  (atx_h4_marker) @markup.heading.4
   (inline) @markup.heading.4)
 
 (atx_heading
-  (atx_h5_marker) @markup.heading.5.marker
+  (atx_h5_marker) @markup.heading.5
   (inline) @markup.heading.5)
 
 (atx_heading
-  (atx_h6_marker) @markup.heading.6.marker
+  (atx_h6_marker) @markup.heading.6
   (inline) @markup.heading.6)
 
 (info_string) @label
@@ -54,12 +54,12 @@
   (#set! "priority" 90))
 
 (fenced_code_block
-  (fenced_code_block_delimiter) @markup.raw.delimiter
+  (fenced_code_block_delimiter) @markup.raw.block
   (#set! conceal ""))
 
 (fenced_code_block
   (info_string
-    (language) @conceal
+    (language) @label
     (#set! conceal "")))
 
 (link_destination) @markup.link.url
@@ -69,6 +69,10 @@
   (link_label)
 ] @markup.link.label
 
+((link_label)
+  .
+  ":" @punctuation.delimiter)
+
 [
   (list_marker_plus)
   (list_marker_minus)
@@ -79,7 +83,7 @@
 
 ; NOTE: The following has been commented out due to issues with spaces in the
 ; list marker nodes generated by the parser. If those spaces ever get captured
-; by a different node (e.g. block_continuation) we can safely readd these
+; by a different node (e.g. block_continuation) we can safely re-add these
 ; conceals.
 ; ;; Conceal bullet points
 ; ([(list_marker_plus) (list_marker_star)]
diff --git a/runtime/queries/markdown_inline/highlights.scm b/runtime/queries/markdown_inline/highlights.scm
index 5f3519777f..e38ef3d7b0 100644
--- a/runtime/queries/markdown_inline/highlights.scm
+++ b/runtime/queries/markdown_inline/highlights.scm
@@ -16,10 +16,10 @@
 ] @string.escape
 
 ; Conceal codeblock and text style markers
-((code_span_delimiter) @markup.raw.delimiter
-  (#set! conceal ""))
-
-((emphasis_delimiter) @conceal
+([
+  (code_span_delimiter)
+  (emphasis_delimiter)
+] @conceal
   (#set! conceal ""))
 
 ; Conceal inline links