Mapflow.ai MCP server for AI agents and assistants

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Mapflow.ai MCP or direct API to list projects, check processing status, manage imagery workflows, and query geospatial analysis results through natural language.

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Mapflow.ai is an AI platform for analyzing satellite and aerial imagery and managing geospatial processing projects. It helps teams extract map-ready insights from imagery faster, with custom workflows and catalog access.

10 Tools

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Type what you want done — sign in and watch it run live in the Tool Router playground.

TOOL ROUTER PLAYGROUND
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TOOLS

Supported Tools

Every Mapflow.ai action and event your agent gets out of the box.

Create Processing (Consumes Credits)

CREDIT-CONSUMING: create and immediately start an asynchronous v2 imagery-analysis processing.

Create Project

Create a Mapflow project container for organizing imagery-analysis processings.

Download Processing Result

Download a completed processing's vector result as a GeoJSON file, optionally restricted to one AOI.

Estimate Processing Cost

Estimate the credit cost of a v2 processing without starting it or consuming credits.

Get Account Capabilities

Return the connected Mapflow account's credit balance, processing and storage limits, available AI models and optional blocks, and imagery providers.

Get Processing

Get detailed status, progress, cost, errors, source configuration, and result-layer metadata for one current v2 processing.

Get Storage Overview

Return custom-imagery storage limits and usage together with the account's mosaics, so an agent can select existing uploaded imagery without separate discovery calls.

List Processings

List current v2 processings.

List Projects

List projects visible to the connected account, including personal and shared or team projects and the IDs needed to scope processing operations.

Search Imagery Catalog

Search external imagery providers linked to the connected account for scenes or mosaics intersecting a GeoJSON AOI.

SETUP GUIDE

Connect Mapflow.ai MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/mcp @ai-sdk/openai
Install the Composio SDK and your agent framework
2

Create a session with MCP enabled

typescript
import { Composio } from "@composio/core";

const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
  toolkits: ["mapflow"],
  mcp: true,
});
Create a session scoped to Mapflow.ai and read its MCP URL and headers
3

Connect your agent to the MCP server

typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";

const client = await createMCPClient({
  transport: { type: "http", url: mcp.url, headers: mcp.headers },
});

const { text } = await generateText({
  model: openai("gpt-5.6-sol"),
  tools: await client.tools(),
  prompt: "List my recent Mapflow.ai projects and summarize their processing status",
  stopWhen: stepCountIs(10),
});

console.log(text);
await client.close();
Pass the session's MCP URL and headers to your agent and run a Mapflow.ai request
SETUP GUIDE

Connect Mapflow.ai API Tool with your Agent

1

Install Composio

typescript
npm install @composio/core @composio/openai openai
Install the Composio SDK, the OpenAI provider, and the OpenAI SDK
2

Create a Composio session

typescript
import OpenAI from "openai";
import { Composio } from "@composio/core";
import { OpenAIResponsesProvider } from "@composio/openai";

const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();

const session = await composio.create("your-user-id", { toolkits: ["mapflow"] });
const tools = await session.tools();
Initialize Composio with the OpenAI Responses provider and create a session scoped to Mapflow.ai
3

Run Mapflow.ai tools with your agent

typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "List my recent Mapflow.ai projects and summarize their processing status" }],
});

while (response.output.some((o) => o.type === "function_call")) {
  const outputs = await composio.provider.handleToolCalls(session, response.output);
  response = await client.responses.create({
    model: "gpt-5.6-sol",
    tools,
    previous_response_id: response.id,
    input: outputs,
  });
}

console.log(response.output_text);
Send a request, execute the Mapflow.ai tool calls through the session, and print the final answer

Why Use Composio?

AI Native Mapflow.ai Integration

  • Supports both Mapflow.ai MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable geospatial tool execution
  • Rich coverage for querying projects, imagery workflows, processing jobs, and analysis results

Managed Auth

  • Secure API key handling without hard-coding Mapflow.ai credentials in your agent code
  • Central place to manage, scope, and revoke Mapflow.ai access
  • Per user and per environment credentials for safer geospatial automation

Agent Optimized Design

  • Tools are designed so AI agents can understand Mapflow.ai actions clearly and call them reliably
  • Comprehensive execution logs so you know which imagery jobs, project queries, and workflow actions ran

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access Mapflow.ai
  • Scoped, least privilege access to Mapflow.ai projects and imagery workflows
  • Full audit trail of agent actions to support review and compliance
FAQ

Frequently asked questions

Yes, Mapflow.ai requires you to configure your own API key. Once set up, Composio handles secure credential storage and API request handling for you.

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Yes. Composio is SOC 2 Type II compliant and is built to keep your Mapflow.ai connection and credentials secure. OAuth tokens and API keys are encrypted, and sensitive customer data is protected at rest and in transit.

Composio also undergoes independent security testing and continuously monitors its systems for security threats. You can review the latest reports and policies in the Composio Trust Center.

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

Create the key in your Mapflow.ai account settings, then paste it once on Composio's connection page. Composio stores it encrypted and uses it only for the Mapflow.ai actions your agent runs. Nobody else in your workspace can read it, and you can revoke it inside Mapflow.ai at any time.

When you connect a Mapflow.ai account through Composio, every action runs under that account, so anything the agent creates, sends, or changes shows up in Mapflow.ai as done by you. Keep an approval step in your prompt for actions with side effects, such as sending or deleting, and have the agent draft first.

Whatever the credentials you connect allow inside Mapflow.ai. If Mapflow.ai lets you scope a key to specific permissions, create a scoped one so the agent can only do what you intend. You can revoke the key inside Mapflow.ai at any time.

Yes. Composio supports multiple connected accounts for the same app, and that works in Claude, ChatGPT, or any other assistant you connect through Composio. Give each Mapflow.ai connection a name such as work or personal, and the assistant uses the one you mention in the request. Each account keeps its own credentials and nothing is merged.

The connection stops working the moment Mapflow.ai rejects the old key. Create a new key in Mapflow.ai and reconnect the account from the Composio dashboard or by asking your agent to reconnect Mapflow.ai. Nothing else changes.

Composio's free Hobby plan includes 100,000 tool calls per month with no credit card, which covers most personal Mapflow.ai use. Paid plans add higher limits and team features. Your Mapflow.ai plan and its API limits still apply as usual.

Built-in connectors usually give one AI access to a limited set of apps. Many people use Composio because it lets their AI connect to more apps than it normally supports, or connect to multiple accounts for the same app (e.g. connect Claude to multiple Mapflow.ai accounts).

With Composio, you connect Mapflow.ai once and then use it across different AI assistants without setting it up separately in each one. Connect your apps to Composio once, then connect Composio to whichever AI you use, whether that's Claude, ChatGPT, Hermes, or your own custom assistant.

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