diff --git a/recipes/multiqc/meta.yaml b/recipes/multiqc/meta.yaml
index 29bd52fbf18bf..0adabe213ea54 100644
--- a/recipes/multiqc/meta.yaml
+++ b/recipes/multiqc/meta.yaml
@@ -1,19 +1,20 @@
-{% set version = "1.22" %}
+{% set name = "multiqc" %}
+{% set version = "1.22.1" %}
 
 package:
-  name: multiqc
+  name: {{ name }}
   version: {{ version }}
 
 source:
   url: https://github.com/MultiQC/MultiQC/archive/v{{ version }}.tar.gz
-  sha256: b4a7264e49481c56f11138a24083dca80bb107f5dbaef248806c11db69a373e3
+  sha256: c67bd69597ebc55b99b7f27f8f8d723bfb18b66607f41618ca27ffe7f2b1633f
 
 build:
   number: 0
+  noarch: python
   entry_points:
     - multiqc=multiqc.__main__:run_multiqc
-  noarch: python
-  script: {{ PYTHON }} -m pip install . --no-deps -vv
+  script: {{ PYTHON }} -m pip install . --no-deps --no-build-isolation --no-cache-dir -vvv
   run_exports:
     - {{ pin_subpackage('multiqc', max_pin="x") }}
 
@@ -23,31 +24,25 @@ requirements:
     - pip
   run:
     - python >=3.8
-    - setuptools
     - click
     - coloredlogs
-    - future >0.14.0
     - humanize
     - jinja2 >=3.0.0
     - importlib-metadata
-    - lzstring
     - markdown
-    - matplotlib-base >=2.1.1
     - plotly >=5.18
     - python-kaleido
     - pillow >=10.2.0
-    - networkx >=2.5.1
     - numpy
     - packaging
+    - pydantic >=2.7.1
     - pyaml-env
     - pyyaml >=4
     - requests
     - rich >=10
     - rich-click
-    - tqdm
-    - simplejson
     - spectra >=0.0.10
-    - pydantic >=2.7.1
+    - tqdm
     - typeguard
 
 test:
@@ -58,21 +53,18 @@ test:
     - multiqc.plots
     - multiqc.templates
     - multiqc.utils
-
   commands:
     - multiqc --version
     - multiqc .
 
-
-
 about:
-  home: http://multiqc.info
-  license: GNU General Public License v3 (GPLv3)
+  home: "https://multiqc.info"
+  license: "GPL-3.0-or-later"
   license_family: GPL3
   license_file: LICENSE
-  summary: 'Create aggregate bioinformatics analysis reports across many samples and tools'
-  doc_url: http://multiqc.info/docs/
-  dev_url: https://github.com/ewels/MultiQC
+  summary: 'Create aggregate bioinformatics analysis reports across many samples and tools.'
+  doc_url: "https://multiqc.info/docs"
+  dev_url: "https://github.com/ewels/MultiQC"
 
 extra:
   container:
@@ -81,4 +73,5 @@ extra:
     extended-base: true
   identifiers:
     - biotools:multiqc
-    - doi:https://doi.org/10.1093/bioinformatics/btw354
+    - usegalaxy-eu:multiqc
+    - doi:10.1093/bioinformatics/btw354