diff --git a/README.md b/README.md
index 34ba5314..43997d71 100644
--- a/README.md
+++ b/README.md
@@ -86,6 +86,24 @@ uvx iowarp-mcps slurm
**[NSF (National Science Foundation)](https://www.nsf.gov/)** - Supporting scientific computing research and AI integration initiatives
+## Development & Publishing
+
+### Testing Development Versions
+
+Development versions are automatically published to TestPyPI on every commit to main:
+
+```bash
+# Install latest dev version from TestPyPI
+uvx --index-url https://test.pypi.org/simple/ iowarp-mcps
+```
+
+### Creating Releases
+
+```bash
+git tag v1.2.3
+git push origin v1.2.3
+```
+
## Contributing
We welcome contributions in any form!
diff --git a/docs/docusaurus.config.js b/docs/docusaurus.config.js
index ffba4e3c..7c10c689 100644
--- a/docs/docusaurus.config.js
+++ b/docs/docusaurus.config.js
@@ -64,8 +64,22 @@ const config = {
themeConfig:
/** @type {import('@docusaurus/preset-classic').ThemeConfig} */
({
- // Replace with your project's social card
- image: 'img/logo.svg',
+ // Enhanced metadata for social sharing
+ metadata: [
+ {name: 'description', content: 'Collection of Model Context Protocol (MCP) servers for scientific computing research. Enable AI agents to interact with data analysis tools, HPC resources, and research datasets.'},
+ {name: 'keywords', content: 'MCP, Model Context Protocol, scientific computing, AI agents, data analysis, HPC, research, IOWarp'},
+ {property: 'og:title', content: 'IOWarp MCPs - Scientific Computing Tools for AI'},
+ {property: 'og:description', content: 'Collection of Model Context Protocol servers for scientific computing research.'},
+ {property: 'og:image', content: 'https://iowarp.github.io/iowarp-mcps/img/iowarp_social_card.png'},
+ {property: 'og:image:width', content: '400'},
+ {property: 'og:image:height', content: '400'},
+ {name: 'twitter:card', content: 'summary_large_image'},
+ {name: 'twitter:title', content: 'IOWarp MCPs - Scientific Computing Tools for AI'},
+ {name: 'twitter:description', content: 'Collection of Model Context Protocol servers for scientific computing research.'},
+ {name: 'twitter:image', content: 'https://iowarp.github.io/iowarp-mcps/img/iowarp_social_card.png'},
+ ],
+ // Social card for link previews
+ image: 'img/iowarp_social_card.png',
navbar: {
title: 'IOWarp MCPs',
logo: {
diff --git a/docs/static/img/iowarp_logo.png b/docs/static/img/iowarp_logo.png
new file mode 100644
index 00000000..9db6d0d0
--- /dev/null
+++ b/docs/static/img/iowarp_logo.png
@@ -0,0 +1 @@
+
\ No newline at end of file
diff --git a/docs/static/img/iowarp_social_card.png b/docs/static/img/iowarp_social_card.png
new file mode 100644
index 00000000..9db6d0d0
--- /dev/null
+++ b/docs/static/img/iowarp_social_card.png
@@ -0,0 +1 @@
+
\ No newline at end of file