Textrazor MCP for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Textrazor MCP or direct API to analyze documents, extract key entities, detect sentiment, and uncover relationships through natural language.

Textrazor logoTextrazor
Api Key

Textrazor is a natural language processing API for extracting meaning, entities, and relationships from text. It enables powerful content analysis and sentiment detection for smarter applications.

6 Tools

Try Textrazor now

Type what you want done — sign in and watch it run live in the Tool Router playground.

TOOL ROUTER PLAYGROUND
Textrazor
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TOOLS

Supported Tools

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

Get Account Information

This tool retrieves comprehensive information about a TextRazor account, providing essential details about the account's status, usage, and limits.

Classify Text

This tool will classify text into predefined categories using TextRazor's classification capabilities.

Manage Custom Classifiers

This tool manages custom classifiers in TextRazor, allowing users to create, update, and manage custom classification categories.

Dictionary Manager

Manage custom entity dictionaries in TextRazor for enhanced named entity recognition.

Extract Named Entities from Text

Extract named entities (people, places, companies, etc.

Analyze Content with TextRazor

A comprehensive content analysis tool that combines multiple TextRazor extractors to perform a complete analysis of the input text.

SETUP GUIDE

Connect Textrazor MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/mcp @ai-sdk/openai
Install the Composio SDK and your agent framework
2

Create a session with MCP enabled

typescript
import { Composio } from "@composio/core";

const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
  toolkits: ["textrazor"],
  mcp: true,
});
Create a session scoped to Textrazor and read its MCP URL and headers
3

Connect your agent to the MCP server

typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";

const client = await createMCPClient({
  transport: { type: "http", url: mcp.url, headers: mcp.headers },
});

const { text } = await generateText({
  model: openai("gpt-5.6-sol"),
  tools: await client.tools(),
  prompt: "Extract named entities from this news article about climate change.",
  stopWhen: stepCountIs(10),
});

console.log(text);
await client.close();
Pass the session's MCP URL and headers to your agent and run a Textrazor request
SETUP GUIDE

Connect Textrazor API Tool with your Agent

1

Install Composio

typescript
npm install @composio/core @composio/openai openai
Install the Composio SDK, the OpenAI provider, and the OpenAI SDK
2

Create a Composio session

typescript
import OpenAI from "openai";
import { Composio } from "@composio/core";
import { OpenAIResponsesProvider } from "@composio/openai";

const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();

const session = await composio.create("your-user-id", { toolkits: ["textrazor"] });
const tools = await session.tools();
Initialize Composio with the OpenAI Responses provider and create a session scoped to Textrazor
3

Run Textrazor tools with your agent

typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "Extract named entities from this news article about climate change." }],
});

while (response.output.some((o) => o.type === "function_call")) {
  const outputs = await composio.provider.handleToolCalls(session, response.output);
  response = await client.responses.create({
    model: "gpt-5.6-sol",
    tools,
    previous_response_id: response.id,
    input: outputs,
  });
}

console.log(response.output_text);
Send a request, execute the Textrazor tool calls through the session, and print the final answer

Why Use Composio?

AI Native Textrazor Integration

  • Supports both Textrazor MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for extracting entities, relationships, and sentiment from your text data

Managed Auth

  • Built-in API key handling for Textrazor with secure storage
  • Central place to manage and revoke Textrazor credentials
  • Per user and per environment credentials instead of hard-coded keys

Agent Optimized Design

  • Tools are tuned using real error and success rates to improve reliability over time
  • Comprehensive execution logs so you always know what ran, when, and on whose behalf

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access Textrazor
  • Scoped, least privilege access to Textrazor resources
  • Full audit trail of agent actions to support review and compliance
FAQ

Frequently asked questions

Yes, Textrazor requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. Learn more.

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

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