AI Developer Toolkit MCP
MCP serverSearchThis integration gives your AI access to a library of over 950 guides for AI-assisted development. Once added, your AI can search the guides and pull up the full text of any one of them, so it can find relevant documentation while it works and answer questions with it.
Use AI Developer Toolkit MCP in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add AI Developer Toolkit MCP and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use AI Developer Toolkit MCP to search
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Details
Available today. Use it from your connected AI after setup.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Add the integration, then ask your AI to search the guides for a topic you are working on. It can fetch and read the relevant guide from there.
What your AI can do with it
- Search the guide library for topics you ask about
- Fetch the full text of a specific guide
- Look up documentation while helping you build
- Answer development questions using the guides
Install AI Developer Toolkit MCP
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 ai-developer-toolkit-mcp 'https://developertoolkit.ai/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://developertoolkit.ai/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=ai-developer-toolkit-mcp&config=eyJ1cmwiOiJodHRwczovL2RldmVsb3BlcnRvb2xraXQuYWkvbWNwIn0=Open the link and Cursor adds the server at that address.
ChatGPT
https://developertoolkit.ai/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 ai-developer-toolkit-mcp --url 'https://developertoolkit.ai/mcp'Run it once, then sign in with codex mcp login ai-developer-toolkit-mcp if the server asks for an account.
From the project's README
As published by mjaskolski/developer-toolkit-mcp in README.md.
The documentation, as a tool your agent can call.
Your agent already guesses at Cursor flags, Claude Code hooks and Codex config. Point it here instead and it reads the guide — mid-prompt, without you leaving the editor. A public, read-only MCP endpoint over 950+ guides on AI-assisted development, in EN and PL, from developertoolkit.ai. No account, no API key.
Connect
A remote HTTP server — nothing to install, nothing to keep running.
claude mcp add --transport http dtk https://developertoolkit.ai/mcp
Cursor (.cursor/mcp.json):
{
"mcpServers": {
"dtk": {
"type": "http",
"url": "https://developertoolkit.ai/mcp"
}
}
}
Codex (~/.codex/config.toml):
[mcp_servers.dtk]
url = "https://developertoolkit.ai/mcp"
Any MCP client that speaks Streamable HTTP works — including ChatGPT connectors, where you paste the endpoint URL directly.
Tools
| Tool | In | Out |
|---|---|---|
search | { query } | { results: [{ id, title, url, snippet, lang }] } — ranked across both languages; a Polish query returns Polish articles. |
fetch | { id } | { id, title, text, url, metadata } — the complete article as markdown, not an extract. |
Corpus: every guide on developertoolkit.ai — Cursor, Claude Code and OpenAI Codex, from first setup through hooks, MCP, testing, CI and deployment — rebuilt on each deploy. Both tools are read-only.
Info: https://developertoolkit.ai/en/mcp/ · Contact: contact@wondel.ai · Wondel.ai — product studio building consumer AI experiences (text, image, video, voice), Warsaw, Poland.
Tools it offers (2)
What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
searchfetch
Signals
- GitHub stars
- 1
- Last commit
- Aug 2026
Advanced
- Delivery
- developer-toolkit-mcp MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-mjaskolski-developer-toolkit-mcp- Source
- github.com/mjaskolski/developer-toolkit-mcp
- Hosted endpoint
https://developertoolkit.ai/mcp
github.com/mjaskolski/developer-toolkit-mcp