diff --git a/AGENTS.md b/AGENTS.md
index 7e6d521..b872e50 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -37,8 +37,9 @@ or plain text.
 - If the server rejects a file format, say so and list the file. Do not
   convert files to another format to force them through unless the user
   asks.
-- On an auth error, tell the user to re-authenticate with
-  `/mcp auth transform`. Do not try to work around it.
+- On an auth error, tell the user to re-authenticate with their MCP
+  client (for the Gemini CLI extension, restarting the session re-runs
+  the browser sign-in). Do not try to work around it.
 
 ## Boundaries
 
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 5c35d9a..db0e101 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -17,6 +17,30 @@ requests are reviewed by Unstructured maintainers.
   pull request.
 - Run `./scripts/validate.sh` before opening a pull request.
 
+## Transport
+
+The manifest launches the server through `npx -y mcp-remote <url>` rather
+than pointing Gemini CLI's native `httpUrl` remote transport at the
+server directly. The Transform server authenticates with OAuth via
+Dynamic Client Registration, and Gemini CLI's native remote-OAuth path
+does not attach the acquired token on the request that follows sign-in
+for DCR / auto-discovered servers, so the connection fails to establish
+([google-gemini/gemini-cli#27745](https://github.com/google-gemini/gemini-cli/issues/27745)).
+`mcp-remote` performs the OAuth flow correctly and caches the token, so
+sign-in is a one-time browser step. The cost is a Node.js 18+ / `npx`
+runtime requirement for users.
+
+When the upstream bug is fixed and released, this can move back to the
+simpler native transport:
+
+```json
+"transform": { "httpUrl": "https://mcp.transform.unstructured.io" }
+```
+
+That change also needs `scripts/validate.sh` reverted to read the URL
+from `.mcpServers.transform.httpUrl` and the README install steps updated
+back to `/mcp auth transform`.
+
 ## Shipping updates
 
 This extension is installed from its GitHub URL
diff --git a/README.md b/README.md
index 2f25d6b..4f6d240 100644
--- a/README.md
+++ b/README.md
@@ -19,9 +19,16 @@ manifest and the agent guidance the extension ships.
 gemini extensions install https://github.com/Unstructured-IO/transform-gemini-extension
 ```
 
-Then sign in once with `/mcp auth transform` (browser OAuth; no API key
-needed). The extension registers the `transform` server and ships the
-agent guidance in [`AGENTS.md`](AGENTS.md).
+The first time the `transform` server starts, a browser window opens for
+a one-time Unstructured sign-in (OAuth; no API key needed). The token is
+cached, so you only sign in once. The extension ships the agent guidance
+in [`AGENTS.md`](AGENTS.md).
+
+The server is launched through [`mcp-remote`](https://www.npmjs.com/package/mcp-remote),
+so you need Node.js 18+ with `npx` on your PATH. `mcp-remote` is fetched
+on first use. It handles the OAuth flow that Gemini CLI's native remote
+transport does not yet complete reliably; see
+[CONTRIBUTING.md](CONTRIBUTING.md#transport) for the detail.
 
 Using another tool (Claude Code, Claude Desktop, Cursor, Codex, Google
 Antigravity, Cline)? See the
diff --git a/gemini-extension.json b/gemini-extension.json
index 2f3f1e8..d18f240 100644
--- a/gemini-extension.json
+++ b/gemini-extension.json
@@ -1,11 +1,12 @@
 {
   "name": "unstructured-transform",
-  "version": "0.1.0",
+  "version": "0.2.0",
   "description": "Parse documents (PDF, DOCX, PPTX, XLSX, HTML, EML, images, and multiple other formats) into markdown, element JSON, HTML, or plain text with the Unstructured Transform MCP server.",
   "contextFileName": "AGENTS.md",
   "mcpServers": {
     "transform": {
-      "httpUrl": "https://mcp.transform.unstructured.io"
+      "command": "npx",
+      "args": ["-y", "mcp-remote", "https://mcp.transform.unstructured.io"]
     }
   }
 }
diff --git a/scripts/validate.sh b/scripts/validate.sh
index 3597c30..7628278 100755
--- a/scripts/validate.sh
+++ b/scripts/validate.sh
@@ -29,16 +29,17 @@ else
     echo "SKIP: no JSON validator found for gemini-extension.json (install jq)" >&2
 fi
 
-# Extract the canonical server URL from the manifest. Parse the JSON
-# where a parser is available; only fall back to text scanning when
-# neither jq nor python3 is present.
+# Extract the canonical server URL from the manifest. The server is
+# launched through `npx mcp-remote <url>`, so the URL is the https entry
+# in the transform server's args. Parse the JSON where a parser is
+# available; only fall back to text scanning when neither jq nor python3
+# is present.
 if command -v jq >/dev/null 2>&1; then
-    canonical=$(jq -r '.mcpServers.transform.httpUrl // empty' gemini-extension.json 2>/dev/null || true)
+    canonical=$(jq -r '.mcpServers.transform.args[]? | select(startswith("https://"))' gemini-extension.json 2>/dev/null | head -1 || true)
 elif have_python; then
-    canonical=$(python3 -c 'import json; print(json.load(open("gemini-extension.json")).get("mcpServers", {}).get("transform", {}).get("httpUrl", ""))' 2>/dev/null || true)
+    canonical=$(python3 -c 'import json; args = json.load(open("gemini-extension.json")).get("mcpServers", {}).get("transform", {}).get("args", []); print(next((a for a in args if isinstance(a, str) and a.startswith("https://")), ""))' 2>/dev/null || true)
 else
-    canonical=$(grep -oE '"httpUrl"[[:space:]]*:[[:space:]]*"https://[^"]+"' gemini-extension.json \
-        | grep -oE 'https://[^"]+' | head -1 || true)
+    canonical=$(grep -oE 'https://mcp\.[A-Za-z0-9./-]*[A-Za-z0-9/-]' gemini-extension.json | head -1 || true)
 fi
 
 if [ -z "$canonical" ]; then