Amdahl Optimizer
Paste an outbound email or LinkedIn draft into Claude or ChatGPT and get a stronger version back, in the sender's own voice. It needs no connected data.
Add it to Claude
- In Claude, open Settings → Customize → Connectors.
- Click + Add, then Add custom connector.
- Name it Amdahl and set the URL to
https://app.amdahl.ai/mcp. - Click Connect, sign in to Amdahl with your work email, and choose your workspace.
- Open a new chat. In the + menu, under Connectors, turn on Amdahl. If Amdahl is not there, reload the app (Cmd+R, or Ctrl+R on Windows).
Add it to ChatGPT
- In the ChatGPT desktop app, open Settings → Plugins, click Add, then Add MCP server.
- Choose Connect to a custom MCP. Name it Amdahl, set the type to Streamable HTTP and the URL to
https://app.amdahl.ai/mcp, then click Save. - Click Authenticate, sign in to Amdahl with your work email, and approve the connection (it names the app as Codex).
- Use Work modeand name Amdahl in your ask, for example “Use Amdahl to optimize this draft”. ChatGPT does not pick Amdahl on its own.
On ChatGPT on the web, custom connectors sit under Settings → Apps and Connectors with Developer mode on. Not every plan has Developer mode; if yours does not, use the desktop app.
Claude Code, Codex or Cursor
Run one command, then sign in when it asks:
npx @amdahl/cli install claude-codeUse codex or cursor in place of claude-code.
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