Ocrspace MCP for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Ocrspace MCP or direct API to extract text from images, analyze PDF documents, summarize scanned receipts, and process photographed notes through natural language.

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Api Key

Ocrspace is an OCR API that extracts text from images and PDFs in JSON format. Instantly turn visual content into searchable, usable data.

3 Tools

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TOOL ROUTER PLAYGROUND
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TOOLS

Supported Tools

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

Get Conversion Statistics

Retrieve OCR API conversion statistics and usage data (PRO accounts only).

Extract Text from Image/PDF (OCR)

Extract text from images and PDF documents using OCR (Optical Character Recognition).

Extract Text from Image URL (GET)

Extract text from images via URL using simplified GET endpoint.

SETUP GUIDE

Connect Ocrspace 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: ["ocrspace"],
  mcp: true,
});
Create a session scoped to Ocrspace 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 all text from this uploaded receipt image.",
  stopWhen: stepCountIs(10),
});

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

Connect Ocrspace 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: ["ocrspace"] });
const tools = await session.tools();
Initialize Composio with the OpenAI Responses provider and create a session scoped to Ocrspace
3

Run Ocrspace tools with your agent

typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "Extract all text from this uploaded receipt image." }],
});

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 Ocrspace tool calls through the session, and print the final answer

Why Use Composio?

AI Native Ocrspace Integration

  • Supports both Ocrspace MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for extracting, parsing, and analyzing text from uploaded images and PDFs

Managed Auth

  • Built-in API key handling with secure storage and rotation
  • Central place to manage, scope, and revoke Ocrspace access
  • 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 Ocrspace
  • Scoped, least privilege access to Ocrspace resources
  • Full audit trail of agent actions to support review and compliance
FAQ

Frequently asked questions

Yes, Ocrspace 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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