Baidu Qianfan MCP Server for Mastra AI 6 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect Baidu Qianfan through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token. get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"baidu-qianfan": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Baidu Qianfan Agent",
instructions:
"You help users interact with Baidu Qianfan " +
"using 6 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Baidu Qianfan?"
);
console.log(result.text);
}
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 Baidu Qianfan MCP Server
Connect your AI agents to Baidu Qianfan (百度千帆), the enterprise-grade LLM platform. This MCP provides 10 tools to automate interactions with Ernie Bot and other foundation models, including chat completions, vector embeddings, and prompt engineering.
Mastra's agent abstraction provides a clean separation between LLM logic and Baidu Qianfan tool infrastructure. Connect 6 tools through Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution. deployable to any Node.js host in one command.
What you can do
- Model Interaction — Trigger chat completions with Ernie Bot (Turbo/Speed/4.0) using persistent context
- Vector Embeddings — Generate semantic embeddings for text to power RAG and search workflows
- Prompt Engineering — Manage and retrieve centralized prompt templates for consistent model outputs
- Image Generation — Trigger Text-to-Image tasks using Baidu's advanced diffusion models
- Usage Monitoring — Track token consumption and manage model service status programmatically
The Baidu Qianfan MCP Server exposes 6 tools through the Vinkius. Connect it to Mastra AI 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 Baidu Qianfan to Mastra AI via MCP
Follow these steps to integrate the Baidu Qianfan MCP Server with Mastra AI.
Install dependencies
Run npm install @mastra/core @mastra/mcp @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.ts and run with npx tsx agent.ts
Explore tools
Mastra discovers 6 tools from Baidu Qianfan via MCP
Why Use Mastra AI with the Baidu Qianfan MCP Server
Mastra AI provides unique advantages when paired with Baidu Qianfan through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add Baidu Qianfan without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every Baidu Qianfan tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host. Vercel, Railway, Fly.io, or your own infrastructure
Baidu Qianfan + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Baidu Qianfan MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Baidu Qianfan, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Baidu Qianfan as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Baidu Qianfan on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Baidu Qianfan tools alongside other MCP servers
Baidu Qianfan MCP Tools for Mastra AI (6)
These 6 tools become available when you connect Baidu Qianfan to Mastra AI via MCP:
chat_completions
Requires model endpoint name. Send a message to a Baidu Qianfan model
get_embeddings
Generate vector embeddings for text
list_datasets
List uploaded datasets
list_models
List available model services
list_train_jobs
List model training jobs
text_to_image
Generate an image from a text prompt
Example Prompts for Baidu Qianfan in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with Baidu Qianfan immediately.
"Chat with Ernie Bot 4.0 and ask 'Write a formal apology letter for a late shipment'."
"Generate embeddings for the text 'The quick brown fox jumps over the lazy dog'."
"List all my prompt templates in Qianfan."
Troubleshooting Baidu Qianfan MCP Server with Mastra AI
Common issues when connecting Baidu Qianfan to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpBaidu Qianfan + Mastra AI FAQ
Common questions about integrating Baidu Qianfan MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
Connect Baidu Qianfan 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 Baidu Qianfan to Mastra AI
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.