Language Detector Engine MCP Server for Mastra AIGive Mastra AI instant access to 1 tools to Detect Language
GDPR Free for SubscribersMastra AI is a TypeScript-native agent framework built for modern web stacks. Connect Language Detector Engine 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 for Mastra AI
The Language Detector Engine MCP Server for Mastra AI is a standout in the Customer Support category — giving your AI agent 1 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport { 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: {
"language-detector-engine": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Language Detector Engine Agent",
instructions:
"You help users interact with Language Detector Engine " +
"using 1 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Language Detector Engine?"
);
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 Language Detector Engine MCP Server
Your customer support agent receives a ticket: 'O produto não chegou'. The AI routes it to the Spanish queue. The agent wastes time, the customer gets angry, SLA drops. Why? Because the AI 'guessed' the language probabilistically instead of calculating it.
Mastra's agent abstraction provides a clean separation between LLM logic and Language Detector Engine tool infrastructure. Connect 1 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.
This MCP uses franc (200K+ weekly downloads, inspired by Google's CLD2) to perform deterministic N-gram language detection. It returns exact ISO 639-3 codes for over 400 languages, and properly returns 'undefined' if a text is too ambiguous rather than hallucinating.
The Superpowers
- 400+ Languages: From English (eng) and Portuguese (por) to Esperanto (epo) and Zulu (zul).
- Exact N-gram Math: Analyzes text strictly by character frequencies, not LLM probability.
- Whitelist/Blacklist: Know the text must be either Spanish or Portuguese? Pass
only: ['spa', 'por']to force a strict evaluation. - Confidence Scores: Use the
allflag to get an array of all matches with their exact probability scores.
The Language Detector Engine MCP Server exposes 1 tools through the Vinkius. Connect it to Mastra AI in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 1 Language Detector Engine tools available for Mastra AI
When Mastra AI connects to Language Detector Engine through Vinkius, your AI agent gets direct access to every tool listed below — spanning n-gram-analysis, language-detection, deterministic-logic, 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.
Detect language on Language Detector Engine
Provide as much text as possible for higher accuracy. Detect the language of any text using n-gram analysis. Supports 400+ languages. Returns ISO 639-3 codes (e.g., "por", "eng", "spa")
Connect Language Detector Engine to Mastra AI via MCP
Follow these steps to wire Language Detector Engine into Mastra AI. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
npm install @mastra/core @mastra/mcp @ai-sdk/openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.ts and run with npx tsx agent.tsExplore tools
Why Use Mastra AI with the Language Detector Engine MCP Server
Mastra AI provides unique advantages when paired with Language Detector Engine through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add Language Detector Engine 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 Language Detector Engine 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
Language Detector Engine + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Language Detector Engine MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Language Detector Engine, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Language Detector Engine as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Language Detector Engine on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Language Detector Engine tools alongside other MCP servers
Example Prompts for Language Detector Engine in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with Language Detector Engine immediately.
"Detect the language of this support ticket: 'Não consigo acessar minha conta desde ontem'."
"We only support English and Spanish. Detect the language of 'Hola como estas' using the whitelist."
"Get the top 3 language probabilities for this ambiguous name: 'Alejandro'."
Troubleshooting Language Detector Engine MCP Server with Mastra AI
Common issues when connecting Language Detector Engine to Mastra AI through Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpLanguage Detector Engine + Mastra AI FAQ
Common questions about integrating Language Detector Engine 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?
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