NASA MCP Server for LangChain 9 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect NASA 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
Vinkius supports streamable HTTP and SSE.
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({
"nasa": {
"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 NASA, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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 NASA MCP Server
Connect to NASA's open APIs through any AI agent and explore space science through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with NASA through native MCP adapters. Connect 9 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
- Astronomy Picture of the Day — Fetch today's APOD or any historical image with title, explanation and media URL
- Mars Rover Photos — Browse photos from Curiosity, Perseverance, Opportunity and Spirit rovers by date and camera
- Earth Satellite Imagery — View Landsat 8 satellite imagery for any coordinate on Earth with date filtering
- EPIC Earth Images — See full-disk Earth images from the DSCOVR satellite's Deep Space Camera
- Near-Earth Objects — Track asteroids and their size, velocity and hazard rating over a date range
- NASA Library Search — Search NASA's extensive image and video library with free-text queries
- Patent & Technology Transfer — Search NASA patents and discover technologies available for licensing
The NASA MCP Server exposes 9 tools through the Vinkius. Connect it to LangChain in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect NASA to LangChain via MCP
Follow these steps to integrate the NASA MCP Server with LangChain.
Install dependencies
Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save the code and run python agent.py
Explore tools
The agent discovers 9 tools from NASA via MCP
Why Use LangChain with the NASA MCP Server
LangChain provides unique advantages when paired with NASA through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine NASA MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across NASA queries for multi-turn workflows
NASA + LangChain Use Cases
Practical scenarios where LangChain combined with the NASA MCP Server delivers measurable value.
RAG with live data: combine NASA tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query NASA, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain NASA tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every NASA tool call, measure latency, and optimize your agent's performance
NASA MCP Tools for LangChain (9)
These 9 tools become available when you connect NASA to LangChain via MCP:
get_apod
If no date is specified, returns today's APOD. Optionally specify a single date, a date range (start_date and end_date), or a count of random APODs. Returns the image/video URL, title, explanation, copyright and date. This is one of NASA's most popular APIs. Get NASA Astronomy Picture of the Day (APOD)
get_earth_imagery
Requires longitude and latitude coordinates. Optionally specify a date (YYYY-MM-DD) to get imagery from a specific time. Returns the image URL and metadata. Useful for viewing geographic changes over time. Get satellite imagery of Earth from NASA
get_epic_images
Optionally specify a date (YYYY-MM-DD) and whether to use enhanced-color images (true) or natural-color (false, default). Returns image URLs, coordinates and acquisition time. Get Earth Polychromatic Imaging Camera (EPIC) images from NASA
get_mars_photos
Optionally filter by Earth date (YYYY-MM-DD), camera type (FHAZ, RHAZ, MAST, CHEMCAM, MAHLI, MARDI, NAVCAM, PANCAM, MINITES), and page number. Each photo includes the image URL, rover name, camera, Earth date and Mars sol date. Get Mars Rover photos from NASA
get_mars_rovers
Useful for discovering which rovers are active and when they last took photos. Get information about NASA Mars rovers
get_neo_feed
Optionally specify a start and end date (YYYY-MM-DD, max 7 days range). Returns asteroid count per day, estimated diameters, velocity, and whether they are potentially hazardous. Great for space awareness and planetary defense tracking. Get Near-Earth Object (NEO) feed from NASA
get_tech_transfer
Optionally filter by category (software, patent). Returns descriptions, contact information and availability status. Get NASA technology transfer information
search_nasa_library
Accepts a free-text query and returns matching media with titles, descriptions, NASA center information and media type (image, video, audio). Optionally set page number for pagination. This is the primary search endpoint for NASA media assets. Search the NASA Image and Video Library
search_patents
Requires a search query. Returns patent titles, numbers, abstracts and licensing availability. Useful for technology transfer and commercialization research. Search NASA patents
Example Prompts for NASA in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with NASA immediately.
"Show me today's Astronomy Picture of the Day."
"Show me photos taken by the Perseverance rover on Mars."
"Are there any potentially hazardous asteroids approaching Earth this week?"
Troubleshooting NASA MCP Server with LangChain
Common issues when connecting NASA to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersNASA + LangChain FAQ
Common questions about integrating NASA MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
Connect NASA with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect NASA to LangChain
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.
