seeds
MCP serverDev toolsLets your agent write and check Calaf workspace seed files using the app's actual importer.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use seeds to get seed format
About this server
Author and validate Calaf workspace seeds against the app's real importer. No account needed.
Install seeds
The server’s own address, for the clients that take one directly. Or connect ahel onceand 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 seeds 'https://calaf.ai/api/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://calaf.ai/api/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=seeds&config=eyJ1cmwiOiJodHRwczovL2NhbGFmLmFpL2FwaS9tY3AifQ==Open the link and Cursor adds the server at that address.
ChatGPT
https://calaf.ai/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 seeds --url 'https://calaf.ai/api/mcp'Run it once, then sign in with codex mcp login seeds if the server asks for an account.
From the project's README
As published by gallaghern51-art/calaf-mcp in README.md. This repository publishes several servers, so only the opening is shown here.
Connect Claude, ChatGPT, or any MCP-capable assistant to Calaf — the MBA recruiting manager. Your assistant researches target firms at whatever depth you ask, writes and validates structured "seeds," and files them into your recruiting book. People it proposes always arrive staged for your review — nothing enters your network behind your back.
Two servers, one product.
ai.calaf/calafconnects to your account (OAuth).ai.calaf/seedsis the no-auth authoring loop — the format and the validator, usable by anyone, no Calaf account required.
Shortened here. Read the whole README on GitHub.
Tools it offers (2)
What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.
get_seed_formatvalidate_seed
Signals
- Last commit
- Aug 2026
Advanced
- Delivery
- seeds MCP server → your ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
ai-calaf-seeds- Source
- github.com/gallaghern51-art/calaf-mcp
- Hosted endpoint
https://calaf.ai/api/mcp