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

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Maxar (Satellite Imagery) as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

Ask AI about this MCP Server for LlamaIndex

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

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python
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
    mcp_tool_spec = McpToolSpec(client=mcp_client)
    tools = await mcp_tool_spec.to_tool_list_async()

    agent = FunctionAgent(
        tools=tools,
        llm=OpenAI(model="gpt-4o"),
        system_prompt=(
            "You are an assistant with access to Maxar (Satellite Imagery). "
            "You have 4 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Maxar (Satellite Imagery)?"
    )
    print(response)

asyncio.run(main())
Maxar (Satellite Imagery)
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* 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.

LlamaIndex agents combine Maxar (Satellite Imagery) tool responses with indexed documents for comprehensive, grounded answers. Connect 4 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

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 LlamaIndex 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 LlamaIndex

When LlamaIndex 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 LlamaIndex via MCP

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

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 4 tools from Maxar (Satellite Imagery)

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

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

01

Data-first architecture: LlamaIndex agents combine Maxar (Satellite Imagery) tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain Maxar (Satellite Imagery) tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query Maxar (Satellite Imagery), a vector store, and a SQL database in a single turn and synthesize results

04

Observability integrations show exactly what Maxar (Satellite Imagery) tools were called, what data was returned, and how it influenced the final answer

Maxar (Satellite Imagery) + LlamaIndex Use Cases

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

01

Hybrid search: combine Maxar (Satellite Imagery) real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query Maxar (Satellite Imagery) to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Maxar (Satellite Imagery) for fresh data

04

Analytical workflows: chain Maxar (Satellite Imagery) queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Maxar (Satellite Imagery) in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex

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

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Maxar (Satellite Imagery) + LlamaIndex FAQ

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

01

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Maxar (Satellite Imagery) tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

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