@@ 5,9 5,9 @@ contains many small examples of how to u
 different tasks. On this page you'll find larger examples of how to
 integrate chemfp with other tools.
 
-  * [chembl\_search\_cli](#command-line-fingerprint-search) -  Command-line fingerprint search with SDF output
-  * [chembl\_neighbor\_browser\_flask](#neighbor-browser-using-flask) -  Flask web app to browse through neighbors of a ChEMBL record.
-  * [chembl\_search\_streamlit](#streamlit-fingerprint-search) -  Streamlit web app for fingerprint search with SMILES and CSV download.
+  * [Command-line fingerprint search with SDF output.](#command-line-fingerprint-search)
+  * [Flask web app to browse through neighbors of a ChEMBL record](#neighbor-browser-using-flask)
+  * [Streamlit web app for fingerprint search with SMILES and CSV download.](#streamlit-fingerprint-search)
 
 The entire repository can be cloned using
 [Mercurial](https://www.mercurial-scm.org/) using the following: