Maxar (Satellite Imagery) MCP Server for LlamaIndexGive LlamaIndex instant access to 4 tools to Create Order, Get Ard Tile, Get Mws Endpoints, and more
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.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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())
* 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 order on Maxar (Satellite Imagery)
Order specific data products
Get ard tile on Maxar (Satellite Imagery)
Get ARD Tile Metadata
Get mws endpoints on Maxar (Satellite Imagery)
Get Maxar Web Services (MWS) endpoints
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.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
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.
Data-first architecture: LlamaIndex agents combine Maxar (Satellite Imagery) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Maxar (Satellite Imagery) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Maxar (Satellite Imagery), a vector store, and a SQL database in a single turn and synthesize results
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.
Hybrid search: combine Maxar (Satellite Imagery) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Maxar (Satellite Imagery) to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Maxar (Satellite Imagery) for fresh data
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.
"Search for available satellite imagery in the bbox [-122.5, 37.7, -122.3, 37.8] from the last 6 months."
"Get the streaming endpoints for Maxar Web Services."
"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.
BasicMCPClient not found
pip install llama-index-tools-mcpMaxar (Satellite Imagery) + LlamaIndex FAQ
Common questions about integrating Maxar (Satellite Imagery) MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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