Connect AI × HR to your AI

What changes

Your question.
A shared body of knowledge.

Your AI can read the source library, compare passages, and use the Kalmar and Helsingborg learning guides to help you think through a next step.

It is a connection to published material, not an AI pretending to be JJ. Your AI does the interpretation; the original sources remain available for you to check.

Start here

Copy this into your AI chat.

Ask your AI to help set up the connection. Complete any settings or confirmation steps it shows you, then ask it to read something through the connection.

Starter prompt

Help me connect https://aihr.jardenberg.net/api/mcp as a public, read-only AI × HR connector. It needs no authentication, password, API key or OAuth credentials. If you cannot add it here, guide me through this app's setup and tell me which steps I must complete.

Then verify the connection by calling aihr_get_status and aihr_list_guides. Read the kalmar-hr guide with aihr_get_guide. Tell me what the sources establish, what needs a new assessment in HR, and one small next step. Cite the original sources. A message saying "connected" is not verification. Do not request or look for participant interview data.

Some apps cannot add a connector from a conversation. The prompt asks for help, not automatic installation. Availability depends on your app, account and workspace.

If you need the settings

One address. No credentials.

Connector address

https://aihr.jardenberg.net/api/mcp

Name the connection AI × HR, or aihr if only simple characters are allowed. Choose None or No authentication. If asked for transport, use Streamable HTTP.

You do not need a password, API key, client ID or OAuth secret for this server. You still use your normal account with your AI provider.

ChatGPT: official setup guide ↗Claude: official setup guide ↗Grok: official setup guide ↗Mistral Work: official setup guide ↗Gemini: official setup guide ↗Perplexity: official setup guide ↗

Gemini currently restricts custom apps to eligible US personal accounts; Mistral Work requires an administrator. Official guides checked 30 October 2026. Menus, plans and administrator controls can change; follow your app's current guide.

Once connected

Try a question that matters to your work.

Kalmar / a Swedish first question

Läs Kalmar-guiden via AI × HR. Vilka delar av arbetssättet kan vi återanvända i en HR-verksamhet, och vilka förutsättningar behöver prövas på nytt? Skilj IMY:s vägledning från Kalmars egna bedömningar. Föreslå ett litet första försök och länka till källorna.

Research / compare the evidence

Search AI × HR for how AI affects learning, skills and recognition. Compare a Grok briefing with two source digests. Separate reported claims, evidence and your interpretation. What might transfer to a Swedish municipality, and what would need checking first?

Workshop / make a next step concrete

Read the public Helsingborg workshop guide through AI × HR. Help me choose one small HR task to improve without employee data. Ask me about the intended benefit, human judgment, the first test and how we would know whether it helped.

Common questions

What the connection does.

Does it read everything every time?

No. It can list or search the published material, then read relevant guides, documents or passages. Your AI app decides which tools to call. Adding a connection alone does not load the library into every conversation.

Can it see interviews, recordings or my notes?

No. The public connector contains published sources and learning materials. It has no tool to read participant interviews, summaries, recordings, recovered speech or owner controls. Workbench and exercise notes remain in your browser unless you choose to copy them into another app.

Does it change anything or make decisions for us?

No. Every tool is read-only. The guides are reference material, not legal permission, organisational policy or instructions that override your own judgment.

What is sent when I ask a question?

Your AI app sends the tool request, including any search terms. Semantic and hybrid searches use OpenAI embeddings on the server; lexical search and guide search do not. Ask about methods and made-up examples, without personal data or identifiable employee cases. Your AI provider has its own data terms.

My AI says it connected. How do I know?

Ask it to call aihr_get_status, list the guides and read one. You should get the current version, actual guide titles and sources. If a tool list is stale, refresh the connector using your app's guide and start a new conversation. A successful server test does not prove that your particular app has refreshed its tools.

My app cannot connect. Is there another way?

Yes. Download the public guides as Markdown and attach them to your chat, or use the workbench to export a smaller source selection. Downloads are snapshots and do not update themselves. Structured guides and the source corpus are also open.

Can I trust a signed answer?

A signature lets you check that a response came from this server and has not changed. It does not prove the source claim is true. Grok reporting, source digests and AI + JJ learning material remain labelled, with source dates and limits. Check the original source before relying on a conclusion.

Technical reference

Stateless Streamable HTTP at https://aihr.jardenberg.net/api/mcp. Supported revisions: 2026-07-28, 2025-11-25 and 2025-06-18. No server authentication or OAuth configuration. GET event streams and write operations are not offered.

Ten read-only tools:

aihr_search
aihr_get_document
aihr_get_passage
aihr_find_mentions
aihr_list_topics
aihr_related
aihr_get_status
aihr_list_guides
aihr_get_guide
aihr_search_guides

Resources expose only explicit public document and guide IDs. Modern cacheable complete responses use a five-minute public cache hint. This is a refetch hint, not automatic background updates. HTTP discovery is served without caching.

Server card · Public signing keys · Verifiable MCP. Existing Ed25519 identity is retained. Responses and errors use the 0.2.1 signed wrapper with source-derived freshness and per-source rights.

Your question.A shared body of knowledge.

Copy this into your AI chat.

One address. No credentials.

Try a question that matters to your work.

What the connection does.

Your question.
A shared body of knowledge.