RocketLaunch.Live MCP Server for LlamaIndex 9 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add RocketLaunch.Live as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
ASK AI ABOUT THIS MCP SERVER
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 RocketLaunch.Live. "
"You have 9 tools available."
),
)
response = await agent.run(
"What tools are available in RocketLaunch.Live?"
)
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 RocketLaunch.Live MCP Server
Connect to RocketLaunch.Live and explore the world's curated rocket launch database through natural conversation — no API key needed for basic access.
LlamaIndex agents combine RocketLaunch.Live tool responses with indexed documents for comprehensive, grounded answers. Connect 9 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
- Upcoming Launches — Get the next upcoming rocket launches with vehicle, provider and mission details
- Launch Search — Search launches by date range, location, provider, vehicle or free-text query
- Launch Details — Get complete info on a specific launch including webcast links and status
- Companies — Browse launch providers and manufacturers (SpaceX, NASA, Roscosmos, etc.)
- Locations — Explore launch sites and facilities worldwide
- Launch Pads — Find specific launch pads (LC-39A, SLC-40, etc.)
- Vehicles — Search rockets and launch vehicles (Falcon 9, Starship, SLS, etc.)
- Missions — Browse missions and payloads (Starlink, Artemis, CRS, etc.)
- Tags — Filter launches by category (crew, satellite, ISS, etc.)
The RocketLaunch.Live MCP Server exposes 9 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 RocketLaunch.Live to LlamaIndex via MCP
Follow these steps to integrate the RocketLaunch.Live 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 9 tools from RocketLaunch.Live
Why Use LlamaIndex with the RocketLaunch.Live MCP Server
LlamaIndex provides unique advantages when paired with RocketLaunch.Live through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine RocketLaunch.Live tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain RocketLaunch.Live tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query RocketLaunch.Live, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what RocketLaunch.Live tools were called, what data was returned, and how it influenced the final answer
RocketLaunch.Live + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the RocketLaunch.Live MCP Server delivers measurable value.
Hybrid search: combine RocketLaunch.Live real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query RocketLaunch.Live 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 RocketLaunch.Live for fresh data
Analytical workflows: chain RocketLaunch.Live queries with LlamaIndex's data connectors to build multi-source analytical reports
RocketLaunch.Live MCP Tools for LlamaIndex (9)
These 9 tools become available when you connect RocketLaunch.Live to LlamaIndex via MCP:
get_companies
Returns company names, countries, logos and active status. Filter by name or country code. Search launch providers and manufacturers
get_launch
Returns vehicle, provider, location, pad, mission, launch time, status and webcast links. Get a specific launch by ID
get_locations
Returns location names, country codes and associated launch pads. Search launch locations
get_missions
Returns mission names, descriptions and objectives. Search launch missions
get_next_launches
Free tier supports up to 5 launches without API key. Premium key unlocks full access. Get the next upcoming rocket launches
get_pads
Returns pad names, locations, maps and associated launch facilities. Search launch pads
get_tags
Returns tag text and IDs for filtering launches. Search launch tags
get_vehicles
Returns vehicle names, descriptions, families and manufacturers. Search launch vehicles (rockets)
search_launches
Live database for rocket launches. Supports free-text search, date range filtering, and filtering by location, provider, vehicle and tag. Returns launches with vehicle info, provider, launch site, mission details and status. Search rocket launches
Example Prompts for RocketLaunch.Live in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with RocketLaunch.Live immediately.
"What rocket launches are coming up next?"
"Show me all SpaceX launches this month."
"What launch vehicles does Rocket Lab use?"
Troubleshooting RocketLaunch.Live MCP Server with LlamaIndex
Common issues when connecting RocketLaunch.Live to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpRocketLaunch.Live + LlamaIndex FAQ
Common questions about integrating RocketLaunch.Live 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 RocketLaunch.Live 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 RocketLaunch.Live to LlamaIndex
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.