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Maxar (Satellite Imagery) MCP Server for LangChainGive LangChain instant access to 4 tools to Create Order, Get Ard Tile, Get Mws Endpoints, and more

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LangChain is the leading Python framework for composable LLM applications. Connect Maxar (Satellite Imagery) through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Ask AI about this MCP Server for LangChain

The Maxar (Satellite Imagery) MCP Server for LangChain is a standout in the Industry Titans category — giving your AI agent 4 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "maxar-satellite-imagery": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using Maxar (Satellite Imagery), show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())
Maxar (Satellite Imagery)
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Maxar (Satellite Imagery) MCP Server

Connect to Maxar, the world leader in high-resolution satellite imagery, and integrate earth intelligence directly into your AI workflows. This server allows you to query the Maxar Discovery Service, manage orders, and access OGC-compliant streaming services.

LangChain's ecosystem of 500+ components combines seamlessly with Maxar (Satellite Imagery) through native MCP adapters. Connect 4 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

What you can do

  • Imagery Discovery — Search for available satellite imagery using spatial bounding boxes, temporal filters, and specific satellite collections (like WorldView-3).
  • Product Ordering — Request delivery of specific imagery products (visual, multispectral, or panchromatic) directly to your cloud storage.
  • ARD Metadata — Retrieve detailed metadata for Analysis Ready Data (ARD) tiles to streamline your geospatial analysis.
  • Streaming Access — Get base URLs for OGC-compliant streaming services (WMS, WMTS) to visualize imagery in GIS applications or custom dashboards.

The Maxar (Satellite Imagery) MCP Server exposes 4 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 4 Maxar (Satellite Imagery) tools available for LangChain

When LangChain connects to Maxar (Satellite Imagery) through Vinkius, your AI agent gets direct access to every tool listed below — spanning satellite-imagery, gis, remote-sensing, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

create

Create order on Maxar (Satellite Imagery)

Order specific data products

get

Get ard tile on Maxar (Satellite Imagery)

Get ARD Tile Metadata

get

Get mws endpoints on Maxar (Satellite Imagery)

Get Maxar Web Services (MWS) endpoints

search

Search discovery on Maxar (Satellite Imagery)

Search for available satellite imagery

Connect Maxar (Satellite Imagery) to LangChain via MCP

Follow these steps to wire Maxar (Satellite Imagery) into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save the code and run python agent.py
04

Explore tools

The agent discovers 4 tools from Maxar (Satellite Imagery) via MCP

Why Use LangChain with the Maxar (Satellite Imagery) MCP Server

LangChain provides unique advantages when paired with Maxar (Satellite Imagery) through the Model Context Protocol.

01

The largest ecosystem of integrations, chains, and agents. combine Maxar (Satellite Imagery) MCP tools with 500+ LangChain components

02

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

03

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

04

Memory and conversation persistence let agents maintain context across Maxar (Satellite Imagery) queries for multi-turn workflows

Maxar (Satellite Imagery) + LangChain Use Cases

Practical scenarios where LangChain combined with the Maxar (Satellite Imagery) MCP Server delivers measurable value.

01

RAG with live data: combine Maxar (Satellite Imagery) tool results with vector store retrievals for answers grounded in both real-time and historical data

02

Autonomous research agents: LangChain agents query Maxar (Satellite Imagery), synthesize findings, and generate comprehensive research reports

03

Multi-tool orchestration: chain Maxar (Satellite Imagery) tools with web scrapers, databases, and calculators in a single agent run

04

Production monitoring: use LangSmith to trace every Maxar (Satellite Imagery) tool call, measure latency, and optimize your agent's performance

Example Prompts for Maxar (Satellite Imagery) in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Maxar (Satellite Imagery) immediately.

01

"Search for available satellite imagery in the bbox [-122.5, 37.7, -122.3, 37.8] from the last 6 months."

02

"Get the streaming endpoints for Maxar Web Services."

03

"Retrieve metadata for the ARD tile with ID '1234567890'."

Troubleshooting Maxar (Satellite Imagery) MCP Server with LangChain

Common issues when connecting Maxar (Satellite Imagery) to LangChain through Vinkius, and how to resolve them.

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Maxar (Satellite Imagery) + LangChain FAQ

Common questions about integrating Maxar (Satellite Imagery) MCP Server with LangChain.

01

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
02

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
03

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

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