How to integrate Linguin AI MCP with Atomic Agent

Connect Atomic Agent to Linguin AI MCP. Detect languages in uploaded text batch, score profanity levels for customer reviews, and more using natural language, with authentication handled for you.

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Api Key

Linguin AI detects languages and scores English text for profanity through its direct v2 API. Use it to quickly identify language and flag offensive content with simple API calls.

6 Tools

Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Linguin AI.

This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Linguin AI account. See the Atomic Agent documentation for installation instructions.

Also integrate Linguin AI with

How Atomic Agent connects to Linguin AI

Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.

Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

Connect Linguin AI to Atomic Agent

  1. Sign up or sign in to the Composio dashboard. Copy your API key.
  2. In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
  3. Ask Atomic Agent to do something in Linguin AI. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Linguin AI account, then return to Atomic Agent to continue.

Headless setup

Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY

What is the Linguin AI MCP server, and what's possible with it?

The Linguin AI MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Linguin AI account. It provides structured and secure access so your agent can perform Linguin AI operations on your behalf.

Use Linguin AI from Atomic Agent

With your account connected, ask Atomic Agent to work with Linguin AI in natural language. You can connect more apps through the same Composio integration as you need them.

Visit the Atomic Agent website or inspect the Atomic Agent source code.

Troubleshooting

Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See Composio pricing for the current limits that apply to your connection.

TOOLS

Supported Tools

Every Linguin AI action and event your agent gets out of the box.

Check Profanity

Score the likelihood of profanity in one English text.

Check Profanity in Batch

Score profanity likelihood for multiple English texts in one request and return scores in input order.

Detect Language

Identify probable languages for one text and return candidates with confidence scores.

Detect Languages in Batch

Identify probable languages for multiple texts in one request and return results in input order.

Get Account Status

Return today's detection usage, daily limit, and remaining detection quota for the connected account.

List Supported Languages

Return the complete map of language codes supported by language detection, including English and native names or aliases.

FAQ

Frequently asked questions

With a standalone Linguin AI MCP server, the agents and LLMs can only access a fixed set of Linguin AI tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Linguin AI and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. Atomic Agent fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Linguin AI tools.

Yes, absolutely. You can configure which Linguin AI scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Linguin AI data and credentials are handled as safely as possible.

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