New · MCP-compatible search layer

Search for
AI agents

Locali.run returns structured plans, steps, and graph-based reasoning — not links.

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The problem

The internet is built for humans — not AI.

01

Websites require clicking, scrolling, reading.

02

AI agents can't effectively use traditional interfaces.

03

Search returns links — not actions an agent can use.

The solution

A new layer between AI and the internet.

Locali.run turns any query into structured output designed for AI consumption. Agents skip the parsing, scraping, and guessing — they get reasoning they can execute.

Plans
Steps
Graph relationships
Agent-ready
How it works

Three steps. No parsing required.

step / 01

Search

AI sends a query.

step / 02

Plan

Locali.run breaks it into structured steps.

step / 03

Execute

AI uses the output directly.

Live demo

From a query to a plan, a graph, and JSON.

locali.run / query
Steps
  1. 01Day 1 — Arrival + Local Food Spots
  2. 02Day 2 — Explore + Top Restaurants
  3. 03Day 3 — Markets + Departure
Graph
tokyoramensushimarket
JSON
{
  "query": "Plan a 3 day trip to Tokyo for a foodie",
  "plan": {
    "summary": "3-day food-focused itinerary in Tokyo",
    "duration_days": 3,
    "location": "Tokyo, Japan"
  },
  "steps": [
    {
      "id": "day_1",
      "title": "Arrival + Local Food Spots",
      "actions": [
        "Check into hotel",
        "Visit local ramen shop",
        "Explore nearby izakayas"
      ]
    },
    {
      "id": "day_2",
      "title": "Explore + Top Restaurants",
      "actions": [
        "Visit Tsukiji Outer Market",
        "Lunch at sushi restaurant",
        "Dinner at Michelin-star restaurant"
      ]
    },
    {
      "id": "day_3",
      "title": "Markets + Departure",
      "actions": [
        "Visit street food market",
        "Buy food souvenirs",
        "Head to airport"
      ]
    }
  ],
  "graph": {
    "nodes": [
      {
        "id": "tokyo",
        "type": "location"
      },
      {
        "id": "ramen",
        "type": "food"
      },
      {
        "id": "sushi",
        "type": "food"
      },
      {
        "id": "market",
        "type": "place"
      }
    ],
    "edges": [
      {
        "from": "tokyo",
        "to": "ramen",
        "relation": "has"
      },
      {
        "from": "tokyo",
        "to": "sushi",
        "relation": "has"
      },
      {
        "from": "tokyo",
        "to": "market",
        "relation": "has"
      }
    ]
  },
  "next_actions": [
    "Book restaurants",
    "Reserve hotel",
    "Generate map of locations"
  ]
}

Demo data is illustrative. Live MCP at locali.run.

Positioning

Not another AI tool.

we are not

Competing with AI models.

we are

Built to power them — as a search interface and an MCP-compatible tool.

Vision

AI is becoming the primary user of the internet.

yesterday

Humans browsing pages.

tomorrow

Agents executing tasks — through Locali.run.

Locali
built for agents

Built for the next generation
of the internet.

Try the search engine for AI agents. No signup, no waitlist — just open it.