diff --git a/.github/workflows/preview.yml b/.github/workflows/preview.yml
index 6803ed1..54df743 100644
--- a/.github/workflows/preview.yml
+++ b/.github/workflows/preview.yml
@@ -19,7 +19,7 @@ jobs:
     steps:
       - uses: actions/github-script@v7
         env:
-          LANDSCAPE_URL: 'https://aaif.landscape2.io/'
+          LANDSCAPE_URL: 'https://aaif.landscape2.io'
           DATA_FILE: 'landscape.yml'
           LOGOS_PATH: 'hosted_logos'
           OWNER: ${{ github.event.pull_request.head.repo.owner.login }}
diff --git a/landscape.yml b/landscape.yml
index f93b40f..9d2b5b2 100644
--- a/landscape.yml
+++ b/landscape.yml
@@ -597,7 +597,7 @@ categories:
             description: An open protocol that enables seamless integration between LLM applications and external data sources and tools.
             homepage_url: https://modelcontextprotocol.io/
             logo: model-context-protocol.png
-            repo_url: https://github.com/modelcontextprotocol
+            repo_url: https://github.com/modelcontextprotocol/modelcontextprotocol
           - item:
             name: goose
             description: An open source, extensible AI agent that goes beyond code suggestions. Install, execute, edit, and test with any LLM.