# ITBI Map MCP — São Paulo property prices for AI (`itbimap/itbimap-mcp-proxy`) Actor

Real ITBI property-transaction data for São Paulo — prices, neighborhoods, streets and trends — queryable from Cursor, Claude and ChatGPT via MCP.

- **URL**: https://apify.com/itbimap/itbimap-mcp-proxy.md
- **Developed by:** [ITBI Map](https://apify.com/itbimap) (community)
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-usage

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## ITBI Map MCP proxy (Apify Standby Actor)

Discoverability mirror for the **canonical** ITBI Map MCP endpoint
(`https://mcp.itbimap.com.br/mcp`). It forwards the MCP protocol **verbatim**
(`initialize`, `tools/list`, `tools/call`) and injects the user's own ITBI Map
MCP key — it is a config-only relay, not a second implementation, so tool
changes on the canonical endpoint propagate automatically.

- **Billing**: none on Apify. The same ITBI Map key + monthly quota applies
  (Premium 200 / Business 2 000 calls per month). No `Actor.charge`.
- **Key**: generate at <https://itbimap.com.br/conta/mcp>. Provide it either as
  the `ITBIMAP_MCP_KEY` Actor environment variable (secret) or per request via
  `Authorization: Bearer <key>`.
- **Standby mode**: on. The Actor exposes an HTTP server; point your MCP client
  at the Actor's standby URL with your key in the `Authorization` header.

### Operator: publish steps (manual)

1. `apify login` and `apify push` from this folder (not part of the web deploy).
2. Enable Standby mode in the Actor settings.
3. Set the Store listing (title/description already in `.actor/actor.json`).

# Actor input Schema

## `mcpKey` (type: `string`):

Your personal MCP key from https://itbimap.com.br/conta/mcp (also accepted as the ITBIMAP\_MCP\_KEY environment variable or an Authorization: Bearer header on each request).

## Actor input object example

```json
{}
```

# Actor output Schema

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {};

// Run the Actor and wait for it to finish
const run = await client.actor("itbimap/itbimap-mcp-proxy").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {}

# Run the Actor and wait for it to finish
run = client.actor("itbimap/itbimap-mcp-proxy").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{}' |
apify call itbimap/itbimap-mcp-proxy --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,itbimap/itbimap-mcp-proxy"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/wm1IuvnfbWS2vgvQh/builds/019XZ6eTcwIZJ8ifL/openapi.json