diff --git a/.gitignore b/.gitignore
index 8a4c624..c75f0ef 100644
--- a/.gitignore
+++ b/.gitignore
@@ -159,4 +159,6 @@ cython_debug/
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
 
-/_build/
\ No newline at end of file
+/_build/
+package-lock.json
+node_modules
\ No newline at end of file
diff --git a/docs/data/team.yml b/docs/data/team.yml
new file mode 100644
index 0000000..f315f2c
--- /dev/null
+++ b/docs/data/team.yml
@@ -0,0 +1,28 @@
+# Listed in alphabetical order, beginning with the Steering Council
+# Steering Council
+- name: Chris Holdgraf
+  github: choldgraf
+  team: Steering Council
+  affiliation: 2i2c
+- name: Greg Caporaso
+  github: gregcaporaso
+  team: Steering Council
+  affiliation: Northern Arizona University
+- name: Rowan Cockett
+  github: rowanc1
+  team: Steering Council
+  affiliation: CurveNote
+
+# Core Team
+- name: Angus Hollands
+  github: agoose77
+  team: Core Team
+  affiliation: 2i2c
+- name: Frank W Koch
+  github: fwkoch
+  team: Core Team
+  affiliation: CurveNote
+- name: Steve Purves
+  github: stevejpurves
+  team: Core Team
+  affiliation: CurveNote
\ No newline at end of file
diff --git a/docs/myst.yml b/docs/myst.yml
index 597eb5c..47cb4f1 100644
--- a/docs/myst.yml
+++ b/docs/myst.yml
@@ -15,6 +15,8 @@ project:
   license: CC0-1.0
   references:
     jupyter_governance: https://jupyter.org/governance/
+  plugins:
+    - src/team.mjs
   toc:
     - file: index.md
     - file: team.md
diff --git a/docs/src/team.mjs b/docs/src/team.mjs
new file mode 100644
index 0000000..e420713
--- /dev/null
+++ b/docs/src/team.mjs
@@ -0,0 +1,39 @@
+import yaml from "js-yaml";
+import fs from "fs";
+
+// Read and parse team data
+const teamData = yaml.load(fs.readFileSync("data/team.yml", "utf8"));
+const teamDirective = {
+  name: "team",
+  doc: "Display members of a team!",
+  arg: { type: String, doc: "The team name.", required: true },
+  run(data, vfile, ctx) {
+    const team = data.arg;
+    var cards = [];
+    teamData.forEach(ii => {
+      if (ii["team"] === team) {
+        cards.push(`
+:::{card} ${ii["name"]}
+:link: https://github.com/${ii["github"]}
+:footer: **Affiliation:** ${ii['affiliation']}
+![${ii["name"]} avatar](https://github.com/${ii["github"]}.png)
+:::`)
+      }
+    });
+    if (cards.length === 0) {
+      throw new Error(`Team ${team} not found.`);
+    }
+    const grid = ctx.parseMyst(`
+::::{grid} 3
+${cards.join("\n")}
+::::`).children[0];
+    return [grid];
+  },
+};
+
+const plugin = {
+  name: "Compass team plugins",
+  directives: [teamDirective],
+};
+
+export default plugin;
\ No newline at end of file
diff --git a/docs/team.md b/docs/team.md
index 71589da..68501e7 100644
--- a/docs/team.md
+++ b/docs/team.md
@@ -18,24 +18,7 @@ The Steering Council Mailing List is: [**`jupyter-book-council@googlegroups.com`
 
 ### Members
 
-```{grid} 3
-:::{card} Chris Holdgraf
-:link: https://github.com/choldgraf
-![Rowan avatar](https://github.com/choldgraf.png)
-Affiliation: 2i2c
-:::
-
-:::{card} Greg Caporaso
-:link: https://github.com/gregcaporaso
-![Rowan avatar](https://github.com/gregcaporaso.png)
-Affiliation: Northern Arizona University
-:::
-
-:::{card} Rowan Cockett
-:link: https://github.com/rowanc1
-![Rowan avatar](https://github.com/rowanc1.png)
-Affiliation: Curvenote
-:::
+```{team} Steering Council
 ```
 
 (core-team)=
@@ -44,11 +27,8 @@ Affiliation: Curvenote
 
 Our core team consists of the following people (in alphabetical order).
 
-- [`@agoose77`](https://github.com/agoose77)
-- [`@choldgraf`](https://github.com/choldgraf)
-- [`@fwkoch`](https://github.com/fwkoch)
-- [`@rowanc1`](https://github.com/rowanc1)
-- [`@stevejpurves`](https://github.com/stevejpurves)
+:::{team} Core Team
+:::
 
 ## Software Steering Council Representative
 
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..e7ad38e
--- /dev/null
+++ b/package.json
@@ -0,0 +1,16 @@
+{
+  "name": "jupyter-book-team-compass",
+  "repository": {
+      "type": "git",
+      "url": "https://github.com/jupyter-book/team-compass.git"
+  },
+  "devDependencies": {
+      "js-yaml": "^4.1.0",
+      "myst-cli": "^1.3.18"
+  },
+  "engines": {
+      "npm": ">=10.7.0",
+      "node": ">=18.0.0"
+  },
+  "packageManager": "npm@10.7.0"
+}