Northflank (Developer Cloud & Orchestration) MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Northflank (Developer Cloud & Orchestration) 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
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 Northflank (Developer Cloud & Orchestration). "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Northflank (Developer Cloud & Orchestration)?"
)
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 Northflank (Developer Cloud & Orchestration) MCP Server
Connect your Northflank account to any AI agent and take full control of your enterprise-grade developer platform, microservice orchestration, and continuous deployment through natural conversation.
LlamaIndex agents combine Northflank (Developer Cloud & Orchestration) tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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
- Infrastructure Orchestration — List all managed projects and retrieve detailed regional metadata, including geographical datacenter distributions (AWS, GCP, Azure) directly from your agent
- Service Management — Enumerate active application instances and retrieve precise structural anatomy, including CPU throttling and RAM allocation boundaries securely
- Live Build Injection — Manually trigger fresh CI builds to force-refresh production assets or verify recent code merges from linked VCS (GitHub, GitLab) without opening the UI
- Operational Control — Gracefully cycle container replicas for specific services to recycle transient memory accumulation and restore standard execution timings natively
- Background Job Audit — List and inspect isolated batch and cron-jobs to monitor periodically executing processes like heavy DB aggregations or security scans
- Security & Secret Audit — Access metadata for logical secret groups (vaults) to verify environment variable mappings like
.envorDATABASE_URLacross VPC boundaries - Resource Provisioning — Initialize fresh isolated project spaces or permanently tear down entire microservice ecosystems with irreversible architectural commands
The Northflank (Developer Cloud & Orchestration) MCP Server exposes 10 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 Northflank (Developer Cloud & Orchestration) to LlamaIndex via MCP
Follow these steps to integrate the Northflank (Developer Cloud & Orchestration) 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 10 tools from Northflank (Developer Cloud & Orchestration)
Why Use LlamaIndex with the Northflank (Developer Cloud & Orchestration) MCP Server
LlamaIndex provides unique advantages when paired with Northflank (Developer Cloud & Orchestration) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Northflank (Developer Cloud & Orchestration) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Northflank (Developer Cloud & Orchestration) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Northflank (Developer Cloud & Orchestration), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Northflank (Developer Cloud & Orchestration) tools were called, what data was returned, and how it influenced the final answer
Northflank (Developer Cloud & Orchestration) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Northflank (Developer Cloud & Orchestration) MCP Server delivers measurable value.
Hybrid search: combine Northflank (Developer Cloud & Orchestration) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Northflank (Developer Cloud & Orchestration) 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 Northflank (Developer Cloud & Orchestration) for fresh data
Analytical workflows: chain Northflank (Developer Cloud & Orchestration) queries with LlamaIndex's data connectors to build multi-source analytical reports
Northflank (Developer Cloud & Orchestration) MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Northflank (Developer Cloud & Orchestration) to LlamaIndex via MCP:
create_project
Directly assigns the fundamental cloud region routing ingress requests, acting as a crucial first step in any IaC bootstrapping sequence. Provision a brand new isolated Northflank Project space
delete_project
Eliminates the Northflank project boundary entirely, severing traffic routing, killing active cron-jobs, and dropping ephemeral node.js/python backend service processes executing memory. Permanently tear down a Project and all cascading microservices
get_project
Correlates global resource restrictions backing subsequent application microservice pipelines. Examine deeper regional metadata for a Northflank Project
get_service
Useful for assessing horizontal scaling needs and verifying external domain SSL associations. Retrieve the exact structural anatomy of a single Service
list_jobs
Enumerate isolated Batch and Cron Jobs within a Project
list_projects
Fetches mandatory Project IDs. List Northflank top-level organizational Projects
list_secrets
env`, `DATABASE_URL`) that subsequently map down into running services or jobs across the Northflank VPC isolation boundaries. List Secret Group dictionaries injecting into the environments
list_services
Delineates distinct Service IDs representing either Dockerized builds or native buildpack-based GitHub auto-deploy endpoints. List explicit application/microservice instances inside a Project
restart_service
Recycles transient RAM accumulation restoring standard execution timings. Gracefully cycle container replicas for a specific Service
trigger_build
Command Northflank builders to compile and deploy latest code
Example Prompts for Northflank (Developer Cloud & Orchestration) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Northflank (Developer Cloud & Orchestration) immediately.
"List all services in the 'api-gateway' project"
"Trigger a fresh build for service 'gate-123' in project 'proj-abc'"
"Show me the secret groups configured in my project"
Troubleshooting Northflank (Developer Cloud & Orchestration) MCP Server with LlamaIndex
Common issues when connecting Northflank (Developer Cloud & Orchestration) to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpNorthflank (Developer Cloud & Orchestration) + LlamaIndex FAQ
Common questions about integrating Northflank (Developer Cloud & Orchestration) 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 Northflank (Developer Cloud & Orchestration) 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 Northflank (Developer Cloud & Orchestration) to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.