diff --git a/website/public/img/claude-preview-token-api.png b/website/public/img/claude-preview-token-api.png
new file mode 100644
index 000000000000..7199877fa670
Binary files /dev/null and b/website/public/img/claude-preview-token-api.png differ
diff --git a/website/public/img/claude-preview.png b/website/public/img/claude-preview.png
deleted file mode 100644
index 0fe750992eed..000000000000
Binary files a/website/public/img/claude-preview.png and /dev/null differ
diff --git a/website/public/img/cline-preview-token-api.png b/website/public/img/cline-preview-token-api.png
new file mode 100644
index 000000000000..79e97b0394c8
Binary files /dev/null and b/website/public/img/cline-preview-token-api.png differ
diff --git a/website/public/img/cline-preview.png b/website/public/img/cline-preview.png
deleted file mode 100644
index d214908b79e2..000000000000
Binary files a/website/public/img/cline-preview.png and /dev/null differ
diff --git a/website/public/img/cursor-preview-token-api.png b/website/public/img/cursor-preview-token-api.png
new file mode 100644
index 000000000000..002eb6953d2b
Binary files /dev/null and b/website/public/img/cursor-preview-token-api.png differ
diff --git a/website/public/img/cursor-preview.png b/website/public/img/cursor-preview.png
deleted file mode 100644
index d9d7ea45a53b..000000000000
Binary files a/website/public/img/cursor-preview.png and /dev/null differ
diff --git a/website/src/pages/en/token-api/mcp/claude.mdx b/website/src/pages/en/token-api/mcp/claude.mdx
index 232af86cd326..12a036b6fc24 100644
--- a/website/src/pages/en/token-api/mcp/claude.mdx
+++ b/website/src/pages/en/token-api/mcp/claude.mdx
@@ -10,7 +10,7 @@ sidebarTitle: Claude Desktop
 - [`npx`](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm) or [`bunx`](https://bun.sh/) installed and available in your path.
 - The `@pinax/mcp` package requires Node 18+, as it relies on built-in `fetch()` / `Headers`, which are not available in Node 17 or older. You may need to specify an exact path to an up-to-date Node version, or uninstall previous versions of Node to ensure `@pinax/mcp` uses the correct version.
 
-![Screenshot of Claude Desktop's settings panel showing the MCP server configuration option.](/img/claude-preview.png)
+![Screenshot of Claude Desktop's settings panel showing the MCP server configuration option.](/img/claude-preview-token-api.png)
 
 ## Configuration
 
@@ -25,11 +25,11 @@ Create or edit your `claude_desktop_config.json` file.
 ```json label="claude_desktop_config.json"
 {
   "mcpServers": {
-    "mcp-pinax": {
+    "token-api": {
       "command": "npx",
       "args": ["@pinax/mcp", "--sse-url", "https://token-api.thegraph.com/sse"],
       "env": {
-        "ACCESS_TOKEN": "<JWT Token from thegraph.market>"
+        "ACCESS_TOKEN": "<https://thegraph.market JWT Access Token>"
       }
     }
   }
diff --git a/website/src/pages/en/token-api/mcp/cline.mdx b/website/src/pages/en/token-api/mcp/cline.mdx
index 6c22df6dcbc5..ef98e45939fe 100644
--- a/website/src/pages/en/token-api/mcp/cline.mdx
+++ b/website/src/pages/en/token-api/mcp/cline.mdx
@@ -10,7 +10,7 @@ sidebarTitle: Cline
 - [`npx`](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm) or [`bunx`](https://bun.sh/) installed and available in your path.
 - The `@pinax/mcp` package requires Node 18+, as it relies on built-in `fetch()` / `Headers`, which are not available in Node 17 or older. You may need to specify an exact path to an up-to-date Node version, or uninstall previous versions of Node to ensure `@pinax/mcp` uses the correct version.
 
-![Screenshot of Cline's MCP server configuration interface displaying the JSON settings file with mcp-pinax server details visible](/img/cline-preview.png)
+![Screenshot of Cline's MCP server configuration interface displaying the JSON settings file with mcp-pinax server details visible.](/img/cline-preview-token-api.png)
 
 ## Configuration
 
diff --git a/website/src/pages/en/token-api/mcp/cursor.mdx b/website/src/pages/en/token-api/mcp/cursor.mdx
index 0152f36bd9d6..658108d1337b 100644
--- a/website/src/pages/en/token-api/mcp/cursor.mdx
+++ b/website/src/pages/en/token-api/mcp/cursor.mdx
@@ -10,7 +10,7 @@ sidebarTitle: Cursor
 - [`npx`](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm) or [`bunx`](https://bun.sh/) installed and available in your path.
 - The `@pinax/mcp` package requires Node 18+, as it relies on built-in `fetch()` / `Headers`, which are not available in Node 17 or older. You may need to specify an exact path to an up-to-date Node version, or uninstall previous versions of Node to ensure `@pinax/mcp` uses the correct version.
 
-![Screenshot of Cursor's MCP configuration panel.](/img/cursor-preview.png)
+![Screenshot of Cursor's MCP configuration panel.](/img/cursor-preview-token-api.png)
 
 ## Configuration