How to integrate Tisane MCP with Atomic Agent

Connect Atomic Agent to Tisane MCP. Check this comment for hate speech, summarize topics in this product review, and more using natural language, with authentication handled for you.

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Api Key

Tisane API is a natural language processing service that detects problematic content, extracts topics, and performs aspect-based sentiment analysis across 27 languages. It helps teams automate content moderation and understand user feedback at scale.

13 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 Tisane.

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 Tisane account. See the Atomic Agent documentation for installation instructions.

Also integrate Tisane with

How Atomic Agent connects to Tisane

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 Tisane 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 Tisane. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Tisane 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 Tisane MCP server, and what's possible with it?

The Tisane MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Tisane account. It provides structured and secure access to advanced natural language processing features, so your agent can perform actions like analyzing sentiment, detecting problematic content, extracting topics, and translating or paraphrasing text on your behalf.

  • Detailed text analysis: Have your agent analyze any text to detect sentiment, extract entities, identify topics, and uncover other linguistic features in over 27 languages.
  • Problematic content detection: Let your agent automatically flag or moderate toxic, abusive, or otherwise problematic content in conversations, comments, or user-generated submissions.
  • Topic and entity extraction: Quickly pull out key topics, entities, or subjects from large volumes of text for downstream processing or reporting.
  • Semantic similarity scoring: Compare two pieces of text and get a numeric similarity score, helping you find duplicates or measure content overlap.
  • Multilingual translation and paraphrasing: Ask your agent to translate text between languages or paraphrase content within the same language to generate fresh variations or adapt for different audiences.

Use Tisane from Atomic Agent

With your account connected, ask Atomic Agent to work with Tisane 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 Tisane action and event your agent gets out of the box.

Analyze Text

Tool to analyze input text for detailed NLU insights.

Calculate Semantic Similarity

Tool to calculate semantic similarity between two text fragments.

Compare Entities

Tool to compare two compound named entities and identify differences.

Detect Language

Tool to detect the language of the provided text.

Extract Text

Tool to extract raw text from markup content.

Get Family Details

Tool to fetch metadata for a family from Tisane language models, including definition, description, hypernyms, and external references (Wikidata, WordNet).

Get Supported Languages

Tool to list all languages supported by the API.

List Feature Values

Tool to list feature values for a particular category such as entity types, subtypes, abuse types, and tags.

List Hypernyms

Tool to list all hypernyms related to a family.

List Hyponyms

Tool to list all hyponyms related to a family.

List Inflections

Tool to retrieve inflected forms of a specified lexeme within a given language family.

List Word Senses

Tool to fetch all senses (meanings) related to a word.

Transform Text

Tool to translate or paraphrase text.

FAQ

Frequently asked questions

With a standalone Tisane MCP server, the agents and LLMs can only access a fixed set of Tisane tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Tisane 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 Tisane tools.

Yes, absolutely. You can configure which Tisane 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 Tisane data and credentials are handled as safely as possible.

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