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AssistantsLibreChat

One deployment for the team, with the key on the server

Self-hosted chat, with your analytics as a tool. One MCP server, five read-only tools, and a key that opens exactly one site.

Start freeConnect LibreChat
  • TransportStreamable HTTP
  • AccessRead only, always
  • ScopeOne site per key
One deployment for a team, with the key held server side rather than on laptops.
Why LibreChat
How to connect

Three steps, and LibreChat can read your site

A key is issued per site and cannot be talked into reading another one, so handing one to an agent hands it exactly what you meant.

  1. Issue a site key

    In Alexander: Settings, Integrations, MCP server. Keys look like alx_ and a fresh one is shown once, so paste it straight into the config below.

    alx_live_7f2c…

  2. In librechat.yaml, add the server

    Paste this into librechat.yaml, under mcpServers.

    librechat.yaml, under mcpServers
    {
  "mcpServers": {
    "alexander": {
      "type": "http",
      "url": "https://mcp.alxndr.ai/mcp",
      "headers": {
        "Authorization": "Bearer alx_your_site_key"
      }
    }
  }
}

  3. Ask it something you already know

    The fastest way to tell a working connection from a confident guess is to ask for a number you can check.

    ask LibreChat
    How did the site do last month?
What you can ask

Questions, not queries

Type it the way you would say it. LibreChat picks the tool, Alexander returns the rows, and the answer arrives with the numbers in it.

How did the site do last month?

get_overview· Headline numbers

18,402 visitors, €12,840, 214 conversions, 41% bounce rate.

Marketing wants the channel breakdown.

get_sources· Sources

Google 7,204 visitors and €3,980, ChatGPT 1,118 and €2,410, Newsletter 302 and €1,054, then seven smaller rows.

Which page do we send people to that does nothing?

get_pages· Pages

/docs: 1,402 views, €118, and no signup link above the fold.

Example answers, shaped exactly as the tools return them, on a demo shop rather than a real customer's books.

The surface

Five tools. That is the whole of it.

Every client on this site reaches the same five, and not one of them can write. There is no sixth tool, no settings tool and no way to reach a site the key was not issued for.

Headline numbers

get_overview

Visitors, pageviews, revenue, conversions, bounce rate and who is on the site this second.

Sources

get_sources

Where visitors came from, ranked by revenue per visitor rather than by volume.

Pages

get_pages

The most viewed pages, each with the revenue of the sessions that saw it.

Funnel

get_funnel

Every step with the drop-off to the next, so the leak has a name.

Insights

get_insights

The written findings: what changed, the evidence, the suggested action, a confidence score.

Also works with

Point LibreChat at your own numbers

Add the tracker, issue a key for the site, paste it where the config goes. The free plan covers 10,000 events a month and asks for no card.

Start freeCompare the clients

10,000 events a month on the free plan, no card, and the tracker is one line.