Conjure

A layer, not a rewrite

On top of the dashboard you already have.

Built for developers — admin panels, internal tools, advanced dashboards. Keep every view; Conjure adds the operate layer.

Admin panels
Internal tools
Advanced dashboards

yourapp · CRM Your dashboard

$842Kpipeline 1,204contacts 57open deals

email every lead that went cold this week… ⏎ Conjure

Your dashboard stays as-is. The green operate layer is all Conjure adds.

Onboarding, solved

Guide users with visuals,
Capture their intent with AI

New or expert, any use-case: people get there faster, and you build none of the flows.

Bloated software

Every scenario hand-built. Users learn the maze.

too much interface

A surface appears for each intent. Everyone is guided to the goal — and you built it once.

the equilibrium

Agent + MCP only

A blank prompt. No idea what's possible.

too little structure

Only this balance guides everyone — new and existing — to the end, faster than before.

UX 2.0

A new philosophy of User Interface

View

Read with your eyes. It guides you to explore.

Calm, dense, fast to scan
Wander the data freely
The empty state is the next step

Operate

Say what you want. It bends to your intent & context.

Plain words, not menus
Knows where you are
Nothing to memorize

Try it

Type it. Watch it conjure.

Say what you want, or tap an Assist chip.

acme · sales Operate

Tap a chip below, or type an intent and press ⏎

⏎

✦ Assist chips, zero-LLM
Chat with @-mention autocomplete
Forms built from your schema

Batteries included

Everything's in the box.

Pick an LLM backend. Then any agent — like Claude — wires every MCP and tool call to Conjure's spec. Your whole SaaS, agent-powered, out of the box.

MCP serverGenerated from your op registry

LLM agentBring your own backend

Tool callsTyped, gated, reversible

Assistant drawerChat, @-mentions, autocomplete

Assist menuContextual ✦ actions, zero-LLM

Dynamic forms & cardsBuilt from your schema

1

Choose an LLM backendAny provider — your keys.

2

Point your agent at Conjure“follow conjure.menu/llms.txt”

Your SaaS is wiredEvery MCP & tool call, to spec.

Demand analytics

The holy grail: what users actually want.

Every action is a stated intent — the ultimate read on demand. See the features users ask for that don't exist yet, and exactly where they get stuck.

modelstat · demand Analytics

2,481intents / wk 37%have no feature ↑ 24%vs last month

Top intents — no feature yet

“merge duplicate contacts”312
“bulk-email a segment”248
“forecast this quarter”190
“auto-assign by territory”154
“export deals to Sheets”121

Where users get stuck

“can't filter won deals”88
“import keeps failing”64
“no undo on bulk edit”41
“duplicate contacts everywhere”33

Built from intent, redacted on-device. ModelStat SDK · privacy-safe · optional add-on.

Get started

Nothing to build. Nothing to learn.

Register your ops once. The UI writes itself — users act in plain words, with nothing to learn.

ops/leads.ts

defineOp({
  name: "leads.assign",
  method: "POST",
  path: "/v1/leads/assign",
  summary: "Assign a lead to a rep",
  effect: "write",
  inputSchema: { required: ["rep_id"] },
})

Integrate now

Integrate the Conjure framework and follow the integration instructions at https://conjure.menu/llms.txt

prefer manual? npm i @modelstat/conjure · GitHub · MIT

Build the logic.Conjure the rest.