diff --git a/prepare-api-docs/.gitattributes b/prepare-api-docs/.gitattributes
new file mode 100644
index 0000000..8f61a8e
--- /dev/null
+++ b/prepare-api-docs/.gitattributes
@@ -0,0 +1,2 @@
+# SCM syntax highlighting
+pixi.lock linguist-language=YAML linguist-generated=true
diff --git a/prepare-api-docs/.gitignore b/prepare-api-docs/.gitignore
new file mode 100644
index 0000000..740bb7d
--- /dev/null
+++ b/prepare-api-docs/.gitignore
@@ -0,0 +1,4 @@
+
+# pixi environments
+.pixi
+*.egg-info
diff --git a/prepare-api-docs/pixi.lock b/prepare-api-docs/pixi.lock
new file mode 100644
index 0000000..d4de257
--- /dev/null
+++ b/prepare-api-docs/pixi.lock
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diff --git a/prepare-api-docs/pixi.toml b/prepare-api-docs/pixi.toml
new file mode 100644
index 0000000..144800a
--- /dev/null
+++ b/prepare-api-docs/pixi.toml
@@ -0,0 +1,19 @@
+[project]
+authors = ["Dominik Jain <dominik.jain@outlook.com>"]
+channels = ["conda-forge"]
+description = "Add a short description here"
+name = "prepare-api-docs"
+platforms = ["win-64"]
+version = "0.1.0"
+
+[tasks]
+
+[dependencies]
+python = "3.11.*"
+pixi-pycharm = ">=0.0.9,<0.0.10"
+beautifulsoup4 = ">=4.13.5,<5"
+markdownify = ">=1.1.0,<2"
+requests = ">=2.32.5,<3"
+
+[pypi-dependencies]
+sensai-utils = ">=1.5.0, <2"
diff --git a/prepare-api-docs/prepare_api_docs.py b/prepare-api-docs/prepare_api_docs.py
new file mode 100644
index 0000000..d5b5d98
--- /dev/null
+++ b/prepare-api-docs/prepare_api_docs.py
@@ -0,0 +1,119 @@
+import os
+from pathlib import Path
+
+import requests
+from bs4 import BeautifulSoup
+from markdownify import MarkdownConverter
+from sensai.util import logging
+
+log = logging.getLogger(__name__)
+
+
+class PenpotAPIContentMarkdownConverter(MarkdownConverter):
+    """
+    Markdown converter for Penpot API docs, specifically for the .col-content element
+    """
+    def process_tag(self, node, parent_tags=None):
+        soup = BeautifulSoup(str(node), "html.parser")
+
+        # skip breadcrumbs
+        if "class" in node.attrs and "tsd-breadcrumb" in node.attrs["class"]:
+            return ""
+
+        # convert h3 and h4 to plain text
+        if node.name in ["h5", "h4"]:
+            return soup.get_text()
+
+        text = soup.get_text()
+
+        # convert tags for "Readonly" and "Optional" designations
+        if node.name == "code" and "class" in node.attrs and "tsd-tag" in node.attrs["class"]:
+            return ""
+
+        # skip buttons (e.g. "Copy")
+        if node.name == "button":
+            return ""
+
+        # skip links to definitions in <li> elements
+        if node.name == "li" and text.startswith("Defined in"):
+            return ""
+
+        # for links, just return the text
+        if node.name == "a":
+            return text
+
+        # skip inheritance information
+        if node.name == "p" and text.startswith("Inherited from"):
+            return ""
+
+        # remove index with links
+        if "class" in node.attrs and "tsd-index-content" in node.attrs["class"]:
+            return ""
+
+        # convert <pre> blocks to markdown code blocks
+        if node.name == "pre":
+            return f"\n```\n{text.strip()}\n```\n\n"
+
+        # convert tsd-signature elements to code blocks, converting <br> to newlines
+        if "class" in node.attrs and "tsd-signature" in node.attrs["class"]:
+            for br in soup.find_all("br"):
+                br.replace_with("\n")
+            return f"\n```\n{soup.get_text()}\n```\n\n"
+
+        # other cases: use the default processing
+        return super().process_tag(node, parent_tags=parent_tags)
+
+
+class PenpotAPIDocsProcessor:
+    def __init__(self):
+        self.md_converter = PenpotAPIContentMarkdownConverter()
+        self.base_url = "https://penpot-plugins-api-doc.pages.dev"
+        self.pages = {}
+
+    def run(self, target_dir: str):
+        os.makedirs(target_dir, exist_ok=True)
+
+        # find links
+        modules_page = self._fetch("modules")
+        soup = BeautifulSoup(modules_page, "html.parser")
+        content = soup.find(attrs={"class": "col-content"})
+        links = content.find_all("a", href=True)
+
+        # process each link, converting interface and type pages to markdown
+        for link in links:
+            href = link['href']
+            if href.startswith("interfaces/") or href.startswith("types/"):
+                page_name = href.split("/")[-1].replace(".html", "")
+                log.info("Processing page: %s", page_name)
+                page_md = self._process_page(href)
+
+                # save to md file
+                md_path = os.path.abspath(os.path.join(target_dir, f"{page_name}.md"))
+                log.info("Writing %s", md_path)
+                with open(md_path, "w", encoding="utf-8") as f:
+                    f.write(page_md)
+
+    def _fetch(self, rel_url: str) -> str:
+        response = requests.get(f"{self.base_url}/{rel_url}")
+        if response.status_code != 200:
+            raise Exception(f"Failed to retrieve page: {response.status_code}")
+        html_content = response.text
+        return html_content
+
+    def _process_page(self, rel_url: str):
+        html_content = self._fetch(rel_url)
+        soup = BeautifulSoup(html_content, "html.parser")
+
+        content = soup.find(attrs={"class": "col-content"})
+
+        markdown = self.md_converter.convert(str(content))
+        return markdown
+
+
+def main():
+    target_dir = Path(__file__).parent.parent / "mcp-server" / "data" / "api"
+    PenpotAPIDocsProcessor().run(target_dir=str(target_dir))
+
+
+if __name__ == '__main__':
+    logging.run_main(main)