oolkin
MCP serverDev toolsoolkin gives your AI a memory that carries over between sessions, so it works like a colleague who already knows the job. Once added, it keeps your standards, stays familiar with your project, and remembers why it made earlier choices. The result is consistent help without starting from scratch every time.
Use oolkin in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add oolkin and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use oolkin
Needs your own oolkin account. You sign in to it and approve access when you connect.
Details
Available today. Use it from your connected AI after setup.
After adding oolkin, find setup instructions in its repository at github.com/edgarator/understudy. Once it is set up, it will start keeping your standards, project, and reasoning between sessions.
What your AI can do with it
- Keep your standards in mind from one session to the next
- Stay familiar with your project between sessions
- Remember its own reasoning so past decisions carry forward
- Work like a colleague who already knows how you do things
Install oolkin
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user oolkin 'https://app.oolkin.com/api/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://app.oolkin.com/api/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=oolkin&config=eyJ1cmwiOiJodHRwczovL2FwcC5vb2xraW4uY29tL2FwaS9tY3AifQ==Open the link and Cursor adds the server at that address.
ChatGPT
https://app.oolkin.com/api/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add oolkin --url 'https://app.oolkin.com/api/mcp'Run it once, then sign in with codex mcp login oolkin if the server asks for an account.
Advanced
- Delivery
- oolkin MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
com-oolkin-oolkin- Source
- github.com/edgarator/understudy
- Hosted endpoint
https://app.oolkin.com/api/mcp
github.com/edgarator/understudy