NASA Exoplanets — Worlds Beyond Our Solar System MCP Server for LlamaIndex 4 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add NASA Exoplanets — Worlds Beyond Our Solar System as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
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 NASA Exoplanets — Worlds Beyond Our Solar System. "
"You have 4 tools available."
),
)
response = await agent.run(
"What tools are available in NASA Exoplanets — Worlds Beyond Our Solar System?"
)
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 NASA Exoplanets — Worlds Beyond Our Solar System MCP Server
Direct SQL-like access to NASA's Exoplanet Archive — the world's most comprehensive database of confirmed planets beyond our solar system.
LlamaIndex agents combine NASA Exoplanets — Worlds Beyond Our Solar System tool responses with indexed documents for comprehensive, grounded answers. Connect 4 tools through the 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
- Search Planets — By name, method, facility, year
- Transit Planets — Kepler and TESS discoveries
- Habitable Zone — Rocky planets where water could exist
- Statistics — Totals, methods, trends
No API Key Required
The Exoplanet Archive TAP service is completely open.The NASA Exoplanets — Worlds Beyond Our Solar System MCP Server exposes 4 tools through the Vinkius. Connect it to LlamaIndex 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 Exoplanets — Worlds Beyond Our Solar System to LlamaIndex via MCP
Follow these steps to integrate the NASA Exoplanets — Worlds Beyond Our Solar System MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 4 tools from NASA Exoplanets — Worlds Beyond Our Solar System
Why Use LlamaIndex with the NASA Exoplanets — Worlds Beyond Our Solar System MCP Server
LlamaIndex provides unique advantages when paired with NASA Exoplanets — Worlds Beyond Our Solar System through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine NASA Exoplanets — Worlds Beyond Our Solar System tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain NASA Exoplanets — Worlds Beyond Our Solar System tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query NASA Exoplanets — Worlds Beyond Our Solar System, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what NASA Exoplanets — Worlds Beyond Our Solar System tools were called, what data was returned, and how it influenced the final answer
NASA Exoplanets — Worlds Beyond Our Solar System + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the NASA Exoplanets — Worlds Beyond Our Solar System MCP Server delivers measurable value.
Hybrid search: combine NASA Exoplanets — Worlds Beyond Our Solar System real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query NASA Exoplanets — Worlds Beyond Our Solar System 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 NASA Exoplanets — Worlds Beyond Our Solar System for fresh data
Analytical workflows: chain NASA Exoplanets — Worlds Beyond Our Solar System queries with LlamaIndex's data connectors to build multi-source analytical reports
NASA Exoplanets — Worlds Beyond Our Solar System MCP Tools for LlamaIndex (4)
These 4 tools become available when you connect NASA Exoplanets — Worlds Beyond Our Solar System to LlamaIndex via MCP:
get_habitable_zone
These are the most promising candidates for life. Get exoplanets in the habitable zone — where liquid water could exist
get_planet_stats
Shows how exoplanet science has exploded since Kepler's launch in 2009. Get global exoplanet discovery statistics: totals, methods, yearly trends
get_transit_planets
Transit is the most productive method (>75% of all discoveries). Kepler and TESS are the primary transit missions. Get exoplanets discovered via the transit method (Kepler/TESS)
query_confirmed_planets
Filter by planet name, discovery method (Transit, Radial Velocity, Imaging, Microlensing), discovery facility (Kepler, TESS, Keck), or year. Returns orbital period, radius, mass, equilibrium temperature. Search confirmed exoplanets by name, discovery method, facility, or year
Example Prompts for NASA Exoplanets — Worlds Beyond Our Solar System in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with NASA Exoplanets — Worlds Beyond Our Solar System immediately.
"How many exoplanets have been discovered?"
"Show me planets in the habitable zone"
Troubleshooting NASA Exoplanets — Worlds Beyond Our Solar System MCP Server with LlamaIndex
Common issues when connecting NASA Exoplanets — Worlds Beyond Our Solar System to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpNASA Exoplanets — Worlds Beyond Our Solar System + LlamaIndex FAQ
Common questions about integrating NASA Exoplanets — Worlds Beyond Our Solar System 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?
Connect NASA Exoplanets — Worlds Beyond Our Solar System with your favorite client
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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 Exoplanets — Worlds Beyond Our Solar System to LlamaIndex
Get your token, paste the configuration, and start using 4 tools in under 2 minutes. No API key management needed.
