How to Use the LlamaCloud (Managed RAG & Parsing) MCP in Mastra AI
Build resilient document ingestion workflows in Mastra AI with the LlamaCloud (Managed RAG & Parsing) MCP Server.
Works with every AI agent you already use
…and any MCP-compatible client
Connect LlamaCloud (Managed RAG & Parsing) MCP to Mastra AI
Create your Vinkius account to connect LlamaCloud (Managed RAG & Parsing) to Mastra AI and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Automate document ingestion in Mastra AI
Chain your parsing jobs into multi-step workflows. Use `create_parsing_upload` as the first node in your agent's sequence. If the initial parse fails, your agent can catch the error and retry. This turns simple document uploads into robust, autonomous data pipelines.
Inspect pipeline health via Mastra AI
Know exactly what your agents are querying. Use `list_pipelines` to audit your active ingestion routes before your agents begin their work. Your workflow needs reliable context. Calling `get_pipeline` allows your agent to adjust its retrieval strategy based on the specific configuration of the target job.
Control job execution in Mastra AI
Keep tabs on massive document sets without manual checks. Use `list_parsing_jobs` to monitor the progress of your background ingestion tasks. Your agent can decide when to proceed based on job completion status. You get full control over the timing of your data processing loop.
Set up LlamaCloud (Managed RAG & Parsing) MCP in Mastra AI
Prerequisites
- Node.js 18+ and a TypeScript project
-
@mastra/mcp+@mastra/corepackages - Active Vinkius subscription with a valid endpoint token
- 1
Install dependencies
Run
npm install @mastra/mcp @mastra/coreplus your preferred model provider (e.g.@ai-sdk/openai). - 2
Configure the MCPClient
Create an
MCPClientwith your Vinkius endpoint as aURLobject. Replace[YOUR_TOKEN_HERE]with your token from cloud.vinkius.com. - 3
Discover and inject tools
Call
mcpClient.listTools()and spread the result into your agent'stoolsobject. All LlamaCloud (Managed RAG & Parsing) tools become native Mastra tools. - 4
Run with any model
Swap
openai("gpt-4o")for any AI SDK-compatible provider. Callagent.generate()and the agent routes tool calls through MCP automatically.
import { MCPClient } from "@mastra/mcp";
import { Agent } from "@mastra/core/agent";
import { openai } from "@ai-sdk/openai";
const mcpClient = new MCPClient({
id: "llamacloud-managed-rag-parsing-mcp-client",
servers: {
"llamacloud-managed-rag-parsing-mcp": {
url: new URL(
"https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
),
},
},
});
const agent = new Agent({
name: "LlamaCloud (Managed RAG & Parsing) Agent",
model: openai("gpt-4o"),
instructions: "You have access to LlamaCloud (Managed RAG & Parsing) tools.",
tools: {
...(await mcpClient.listTools()),
},
});
const result = await agent.generate(
"List recent LlamaCloud (Managed RAG & Parsing) transactions"
);
console.log(result.text); Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by LlamaCloud. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
Why Choose Vinkius
Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.
Real-time monitoring
Live
visibility into every interaction
Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.
Built-in savings
60%
lower AI costs
Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.
Single dashboard
One
place for every integration
Every tool your AI connects to, managed from a single screen. One account, complete control.
Common questions about LlamaCloud (Managed RAG & Parsing) MCP in Mastra AI
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.
Start using the LlamaCloud (Managed RAG & Parsing) MCP today
We host it, we monitor it, we maintain it. You just paste one token.