Parsehub MCP for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Parsehub MCP or direct API to launch scrapes, fetch results, schedule projects, and automate web data extraction through natural language.

Parsehub logoParsehub
Api Key

Parsehub is a web scraping tool that lets you extract data from websites without writing code. It's perfect for automating data collection and turning websites into clean datasets.

1 Tools

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TOOL ROUTER PLAYGROUND
Parsehub
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TOOLS

Supported Tools

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

Get Projects

Tool to retrieve all projects for the authenticated user.

SETUP GUIDE

Connect Parsehub 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: ["parsehub"],
  mcp: true,
});
Create a session scoped to Parsehub 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: "List all my current web scraping projects in Parsehub.",
  stopWhen: stepCountIs(10),
});

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

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

Run Parsehub tools with your agent

typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "List all my current web scraping projects in Parsehub." }],
});

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

Why Use Composio?

AI Native Parsehub Integration

  • Supports both Parsehub MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for reading, writing, and querying your Parsehub data

Managed Auth

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

Frequently asked questions

Yes, Parsehub 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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