Nhost MCP Server for LlamaIndexGive LlamaIndex instant access to 15 tools to Change Email, Delete File, Get File, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Nhost 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 Nhost MCP Server for LlamaIndex is a standout in the Developer Tools category — giving your AI agent 15 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 Nhost. "
"You have 15 tools available."
),
)
response = await agent.run(
"What tools are available in Nhost?"
)
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 Nhost MCP Server
Connect your Nhost project to any AI agent to manage your backend services through natural language. This server provides a comprehensive interface for Nhost's Authentication and Storage services.
LlamaIndex agents combine Nhost tool responses with indexed documents for comprehensive, grounded answers. Connect 15 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
- Authentication Flows — Sign in users via email/password, OTP, magic links, or anonymous sessions using
signin_email_password,signin_otp_email, andsignin_passwordless_email. - User Management — Register new accounts with
signup_email_password, retrieve profiles withget_user, and handle password resets or email changes. - Session Control — Refresh access tokens and securely sign out users from single or all devices using
refresh_tokenandsignout. - Cloud Storage — Upload files directly to your Nhost buckets using the
upload_filetool, supporting both text and base64 content.
The Nhost MCP Server exposes 15 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 15 Nhost tools available for LlamaIndex
When LlamaIndex connects to Nhost through Vinkius, your AI agent gets direct access to every tool listed below — spanning authentication, backend-as-a-service, cloud-storage, 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.
Change email on Nhost
Requires elevated NHOST_JWT credential. Request to change the authenticated user email
Delete file on Nhost
Permanently delete a file
Get file on Nhost
Supports optional image transformation parameters. Download the complete file content
Get file presigned url on Nhost
Retrieve a presigned URL for a file
Get user on Nhost
Requires NHOST_JWT credential. Retrieve the authenticated user profile information
Refresh token on Nhost
Generate a new JWT access token using a valid refresh token
Reset password on Nhost
Request a password reset email
Signin anonymous on Nhost
Create an anonymous user session
Signin email password on Nhost
Authenticate a user with email and password
Signin otp email on Nhost
Initiate email-based one-time password authentication
Signin passwordless email on Nhost
Initiate passwordless authentication by sending a magic link
Signout on Nhost
Invalidate refresh tokens and end the session
Signup email password on Nhost
Register a new user account
Signup otp email on Nhost
Register a new user account using email OTP
Upload file on Nhost
Returns metadata for the processed file. Upload a file to a bucket
Connect Nhost to LlamaIndex via MCP
Follow these steps to wire Nhost 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 Nhost MCP Server
LlamaIndex provides unique advantages when paired with Nhost through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Nhost tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Nhost tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Nhost, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Nhost tools were called, what data was returned, and how it influenced the final answer
Nhost + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Nhost MCP Server delivers measurable value.
Hybrid search: combine Nhost real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Nhost 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 Nhost for fresh data
Analytical workflows: chain Nhost queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Nhost in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Nhost immediately.
"Sign in user dev@example.com with password 'securePass123'."
"Show me the profile details for the current authenticated user."
"Upload a file named 'config.json' with content '{"theme": "dark"}'."
Troubleshooting Nhost MCP Server with LlamaIndex
Common issues when connecting Nhost to LlamaIndex through Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpNhost + LlamaIndex FAQ
Common questions about integrating Nhost 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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