Parsera Integration for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Parsera MCP or direct API to extract web content, summarize articles, structure scraped data, and automate online research through natural language.
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Supported Tools

Tools
Extract MarkdownTool to extract markdown content from a file or url.
Parse Content with ParseraTool to parse and extract structured data from provided html or text.

Why Use Composio?

AI Native Parsera Integration

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

Managed Auth

  • Built-in OAuth handling with automatic token refresh and rotation
  • Central place to manage, scope, and revoke Parsera 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 Parsera
  • Scoped, least privilege access to Parsera resources
  • Full audit trail of agent actions to support review and compliance

Connect Parsera MCP Tool with your Agent

Python
TypeScript

Install Composio

python
pip install composio claude-agent-sdk
Install the Composio SDK and Claude Agent SDK

Create Tool Router Session

python
from composio import Composio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions

composio = Composio(api_key='your-composio-api-key')
session = composio.create(user_id='your-user-id')
url = session.mcp.url
Initialize the Composio client and create a Tool Router session

Connect to AI Agent

python
import asyncio

options = ClaudeAgentOptions(
    permission_mode='bypassPermissions',
    mcp_servers={
        'tool_router': {
            'type': 'http',
            'url': url,
            'headers': {
                'x-api-key': 'your-composio-api-key'
            }
        }
    },
    system_prompt='You are a helpful assistant with access to Parsera tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Extract markdown content from https://parsera.org/docs')
        async for message in client.receive_response():
            if hasattr(message, 'content'):
                for block in message.content:
                    if hasattr(block, 'text'):
                        print(block.text)

asyncio.run(main())
Use the MCP server with your AI agent

Connect Parsera API Tool with your Agent

Python
TypeScript

Install Composio

python
pip install composio_openai
Install the Composio SDK

Initialize Composio and Create Tool Router Session

python
from openai import OpenAI
from composio import Composio
from composio_openai import OpenAIResponsesProvider

composio = Composio(provider=OpenAIResponsesProvider())
openai = OpenAI()
session = composio.create(user_id='your-user-id')
Import and initialize Composio client, then create a Tool Router session

Execute Parsera Tools via Tool Router with Your Agent

python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'Extract all markdown links from https://docs.python.org/3/tutorial/'
  }]
)
result = composio.provider.handle_tool_calls(
  response=response,
  user_id='your-user-id'
)
print(result)
Get tools from Tool Router session and execute Parsera actions with your Agent

Use Parsera with any AI Agent Framework

Choose a Framework you want to connect Parsera with

OpenAI Agents SDK

OpenAI Agents SDK

Use Parsera MCP with OpenAI Agents SDK

Claude Agents SDK

Claude Agents SDK

Use Parsera MCP with Claude Agents SDK

Google ADK

Google ADK

Use Parsera MCP with Google ADK

Langchain

Langchain

Use Parsera MCP with Langchain

AI SDK

AI SDK

Use Parsera MCP with AI SDK

Mastra AI

Mastra AI

Use Parsera MCP with Mastra AI

LlamaIndex

LlamaIndex

Use Parsera MCP with LlamaIndex

CrewAI

CrewAI

Use Parsera MCP with CrewAI

Pydantic AI

Pydantic AI

Use Parsera MCP with Pydantic AI

Autogen

Autogen

Use Parsera MCP with Autogen

Frequently Asked Questions

Do I need my own developer credentials to use Parsera with Composio?

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

Can I use multiple toolkits together?

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

Is Composio secure?

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

What if the API changes?

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

Used by agents from

Context
ASU
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
ASU
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
ASU
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

Never worry about agent reliability

We handle tool reliability, observability, and security so you never have to second-guess an agent action.

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