diff --git a/docs/community_tools.md b/docs/community_tools.md
index 54c0cd76..e9dd2893 100644
--- a/docs/community_tools.md
+++ b/docs/community_tools.md
@@ -1,15 +1,33 @@
 # Community Tools
 
-## JAAG – JSON input file Assembler for AlphaFold 3 (with Glycan Integration)
+## JAAG: a JSON input file Assembler for AlphaFold 3 (with Glycan Integration)
 
-JAAG is a lightweight, web-based GUI tool that helps generate AlphaFold 3 input
-JSON files with integrated glycan support. It automates the creation of correct
-glycan syntax (including `bondedAtomPairs` + CCD), reducing manual errors when
-preparing glycoprotein or glycan–protein systems.
+JAAG is a lightweight, web-based GUI tool that helps generate AlphaFold 3 input JSON files with integrated glycan support. It automates the creation of correct glycan syntax (including `bondedAtomPairs` + CCD), reducing manual errors when preparing glycoprotein or glycan–protein complexes.
 
 *   Web app: https://biofgreat.org/JAAG
 *   Source code: https://github.com/chinchc/JAAG
-*   Preprint: https://www.biorxiv.org/content/10.1101/2025.10.08.681238v1
+*   Reference: Chin Huang, Kelley W Moremen, Editor’s Choice JAAG: a JSON input file assembler for AlphaFold 3 with glycan integration, Glycobiology, Volume 36, Issue 1, January 2026, cwaf083, https://doi.org/10.1093/glycob/cwaf083
 
 Note: JAAG is compatible with standalone AlphaFold 3, but not with the AlphaFold
 3 server.
+
+## Modeling glycans with AlphaFold 3: capabilities, caveats, and limitations
+
+We would like to share our recent work on modeling glycans (and other ligands) with AF3. We modeled and assessed major glycan classes and provided practical resources:
+*   Step-by-step tutorial for building ligand inputs (applicable beyond glycans)
+*   Ready-to-run scripts for each glycan class
+*   Comprehensive CCD table for all SNFG monosaccharides
+*   Discussion of caveats and limitations of AF3
+*   Full AF3 inputs/outputs openly archived on ModelArchive for reproducibility
+
+If your AF3 ligand models appear stereochemically off, give it another try! 
+
+Reference: Chin Huang, Natarajan Kannan, Kelley W Moremen, Modeling glycans with AlphaFold 3: capabilities, caveats, and limitations, Glycobiology, Volume 35, Issue 10, October 2025, cwaf048, https://doi.org/10.1093/glycob/cwaf048  
+ModelArchive: https://doi.org/10.5452/ma-af3glycan
+
+Thanks,  
+Chin Huang | Moremen Lab  
+Ph.D. Candidate & Graduate Research Assistant  
+Department of Biochemistry and Molecular Biology  
+Complex Carbohydrate Research Center  
+University of Georgia