> ## Agent Instructions
>
> Base URL: https://api.anysite.io
> Authentication: send the `access-token` header. Do NOT use `Authorization: Bearer`.
> Full endpoint catalog: https://app.anysite.io/docs
# Make AI Agent Integration

Connect Anysite MCP Server to Make.com AI Agents for unlimited data extraction

<img
  src="/images/make_mcp/Image_edkm45edkm45edkm.jpg"
  alt="Anysite MCP + Make.com AI Agent = Unlimited Data"
/>

## Overview

Make.com AI Agents (formerly Integromat) combined with Anysite MCP Server creates a powerful platform for building autonomous AI agents with unlimited access to social media data. With MCP Unlimited plan, your Make AI Agents can extract data from LinkedIn, Instagram, Twitter, Reddit, and more without any request limits.

**Perfect for:**
- Autonomous research agents
- Lead enrichment workflows
- Competitor monitoring bots
- Multi-platform data aggregation
- Scheduled intelligence gathering

> 
**MCP Unlimited Plan Required:** This integration requires an active MCP Unlimited subscription ($30/month) for unlimited data extraction.

## Prerequisites

Before you begin, ensure you have:

- Active [Make.com](https://make.com) account (Free or paid plan)
- Anysite account with MCP Unlimited subscription
- Basic understanding of Make AI Agents

## Step 1: Get Your MCP Connection URL

First, obtain your Direct URL from the Anysite dashboard:

  
#### Log in to Anysite

    Visit [app.anysite.io](https://app.anysite.io) and sign in to your account
  

  
#### Navigate to MCP Integration

    Go to the **MCP Server Integration** section in your dashboard
  

  
#### Copy Direct URL

    <img
      src="/images/make_mcp/Screenshot8.11.27.png"
      alt="Anysite MCP Server Integration - Get Direct URL"
    />

    You'll see two connection options:
    - **OAuth URL**: `https://mcp.anysite.io/mcp`
    - **Direct URL**: `https://mcp.anysite.io/mcp?api_key=YOUR_KEY`

    Click **Copy** next to the **Direct URL** - this includes your API key for authentication.
  

> 
**Security Notice:** Your Direct URL contains your API key. Keep it secure and never share it publicly or commit it to version control.

## Step 2: Configure MCP in Make AI Agent

Now connect the MCP Server to your Make AI Agent:

  
#### Open Make AI Agents

    <img
      src="/images/make_mcp/Screenshot8.11.07.png"
      alt="Make AI Agents Dashboard"
    />

    Navigate to **AI Agents** section in your Make account and select or create an Agent.
  

  
#### Add MCP Connection

    <img
      src="/images/make_mcp/Screenshot18.14.02.png"
      alt="Create MCP Connection in Make"
    />

    In your Agent configuration:
    1. Scroll to the **MCP** section
    2. Click **+ Add** button
    3. A dialog "Create a connection" will appear
  

  
#### Select New MCP Server

    <img
      src="/images/make_mcp/Screenshot18.15.57.png"
      alt="Select New MCP Server"
    />

    In the connection dialog:
    1. **Connection name**: Enter "Anysite MCP" (or any name you prefer)
    2. **MCP Server**: Click the dropdown and select **"+ New MCP server"**
    3. The form will expand to show URL and API Key fields
  

  
#### Configure Connection

    <img
      src="/images/make_mcp/Screenshot18.16.16.png"
      alt="Paste Direct URL with API Key"
    />

    Fill in the connection details:
    1. **URL**: Paste your Direct URL from Step 1
       ```
       https://mcp.anysite.io/mcp?api_key=YOUR_API_KEY
       ```
    2. **API Key / Access token**: Leave empty (authentication is in the URL)
    3. Click **Save**
  

  
#### Verify Connection

    Once saved, the MCP connection will appear in your Agent's MCP section. Your agent now has access to all 70+ Anysite tools!
  

> 
**Connection successful!** Your Make AI Agent can now use Anysite MCP tools to extract data from any supported platform.

## Step 3: Configure Agent Behavior

After connecting MCP, configure your AI Agent to use it effectively:

### System Prompt Example

```
You are an AI research agent with access to Anysite MCP tools.
Use these tools to extract data from LinkedIn, Instagram, Twitter, and Reddit.

When the user requests information about people or companies:
1. Use linkedin_user or linkedin_company tools to get profile data
2. Analyze the information and provide structured insights
3. If needed, use additional tools to gather supplementary data

Always provide accurate, well-formatted responses based on real data.
```

### Available Tools

Your Make AI Agent now has access to 70+ tools including:

**LinkedIn (27 tools)**
- Profile extraction and messaging
- Company research
- Post and comment analysis
- Employee search
- Job listings

**Instagram (8 tools)**
- Profile data
- Posts and reels
- Comments and likes
- Follower analysis

**Twitter/X (5 tools)**
- Profile information
- Tweet extraction
- User and post search

**Reddit (5 tools)**
- Post details
- Comments
- Subreddit search
- User posts and comments

**YouTube (5 tools)**
- Video search and metadata
- Channel videos extraction
- Video details and engagement
- Video comments analysis
- Subtitle extraction

**Y Combinator (3 tools)**
- Company profiles
- Founder search
- Startup intelligence

**SEC (2 tools)**
- Company filings search
- Document retrieval

**Web Tools (3 tools)**
- Webpage parsing
- Sitemap extraction
- Web search

#### View All Tools

  Browse complete list of all available MCP tools

## Use Cases & Examples

### 1. Lead Enrichment Agent

**Agent Prompt:**
```
"Research John Smith, VP of Sales at TechCorp. I need his LinkedIn profile,
recent activity, and company information for a sales outreach."
```

**What the agent does:**
1. Uses `linkedin_user` to find John Smith's profile
2. Uses `linkedin_company` to get TechCorp details
3. Uses `linkedin_user_posts` to analyze recent activity
4. Compiles a comprehensive report with contact strategy

### 2. Competitor Monitoring Agent

**Scheduled Scenario:**
```
Every Monday at 9 AM:
- Extract last 7 days of posts from 3 competitor LinkedIn pages
- Analyze engagement metrics and topics
- Send summary report to Slack
```

**Make Workflow:**
- **Trigger**: Schedule (weekly)
- **Action**: AI Agent with MCP tools
- **Output**: Formatted report to Slack/Email

### 3. Multi-Platform Research

**Agent Prompt:**
```
"Find all mentions of 'AI automation' across LinkedIn, Twitter, and Reddit
from the past week. Summarize trends and sentiment."
```

**Tools used:**
- `search_linkedin_posts`
- `search_twitter_posts`
- `search_reddit_posts`
- Agent analyzes and synthesizes findings

### 4. Recruitment Automation

**Agent Prompt:**
```
"Find 10 Python developers in Berlin with ML experience who posted
about AI in the last month. Provide their profiles and activity summary."
```

**Tools used:**
- `search_linkedin_users` with filters
- `linkedin_user` for detailed profiles
- `linkedin_user_posts` for activity analysis

## Integration with Make Scenarios

### Basic Structure

```
┌─────────────────┐
│  Webhook/Timer  │
└────────┬────────┘
         │
         ▼
┌─────────────────┐
│   AI Agent      │
│   (with MCP)    │
└────────┬────────┘
         │
         ▼
┌─────────────────┐
│ Process Results │
│ (Parse/Format)  │
└────────┬────────┘
         │
         ▼
┌─────────────────┐
│  Send to CRM/   │
│  Database/Slack │
└─────────────────┘
```

### Advanced Multi-Agent Setup

```
         ┌──────────────────┐
         │   Main Router    │
         └────────┬─────────┘
                  │
        ┌─────────┴─────────┐
        │                   │
        ▼                   ▼
┌───────────────┐   ┌───────────────┐
│ Research Agent│   │Analysis Agent │
│   (MCP Tools) │   │  (MCP Tools)  │
└───────┬───────┘   └───────┬───────┘
        │                   │
        └─────────┬─────────┘
                  │
                  ▼
          ┌───────────────┐
          │Report Generator│
          └───────────────┘
```

## Troubleshooting

  
#### Connection fails or times out

    **Possible causes:**
    - Invalid or expired API key
    - Incorrect URL format
    - Network connectivity issues

    **Solutions:**
    - Regenerate your Direct URL from Anysite dashboard
    - Ensure the URL includes `?api_key=YOUR_KEY` parameter
    - Check that your Anysite subscription is active
    - Verify your Make account has network access to external APIs
  

  
#### MCP tools not available in agent

    **Possible causes:**
    - Connection not properly saved
    - MCP Unlimited plan not active

    **Solutions:**
    - Delete and recreate the MCP connection
    - Verify your MCP Unlimited subscription at [app.anysite.io](https://app.anysite.io)
    - Check that the connection appears in the Agent's MCP section
    - Try testing with a simple query like "Get LinkedIn profile for linkedin.com/in/williamhgates"
  

  
#### Rate limits or quota errors

    **Note:** With MCP Unlimited, you should have no rate limits for MCP requests.

    **If you see errors:**
    - Verify you're on MCP Unlimited plan (not pay-per-use)
    - Check your subscription status in Anysite dashboard
    - Direct API calls (outside MCP) are billed separately
    - Contact support if issues persist
  

  
#### Agent doesn't use MCP tools

    **Possible causes:**
    - System prompt doesn't encourage tool usage
    - Agent doesn't understand available tools

    **Solutions:**
    - Update system prompt to explicitly mention MCP tools
    - Provide examples of when to use specific tools
    - Test with direct tool names: "Use linkedin_user tool to get profile for..."
    - Ensure agent has proper permissions to use MCP
  

  
#### Authentication errors

    **Error message:** "Invalid API key" or "Unauthorized"

    **Solutions:**
    - Your API key in the Direct URL may be incorrect
    - Go to [app.anysite.io](https://app.anysite.io) and copy a fresh Direct URL
    - Update the MCP connection in Make with the new URL
    - Ensure you copied the entire URL including the key parameter
  

## Security Best Practices

  
#### Protect API Keys

    Never expose your Direct URL in:
    - Public repositories
    - Shared scenarios
    - Screenshots
    - Documentation

    Rotate keys regularly from Anysite dashboard.
  

  
#### Agent Access Control

    Limit agent permissions:
    - Only give agents necessary tools
    - Use separate API keys for different agents
    - Monitor agent activity in Make logs
    - Set up alerts for unusual behavior
  

  
#### Data Privacy

    Handle extracted data responsibly:
    - Follow GDPR and data protection laws
    - Don't store sensitive data unnecessarily
    - Implement data retention policies
    - Respect platform terms of service
  

  
#### Monitor Usage

    Track your agent activity:
    - Review Make execution logs regularly
    - Check Anysite dashboard for usage patterns
    - Set up notifications for errors
    - Monitor API response times
  

## Benefits of Make + MCP Integration

  
#### Unlimited Data Access

    With MCP Unlimited ($30/month), extract as much data as you need without worrying about request limits or overage charges.
  

  
#### No-Code AI Agents

    Build sophisticated AI agents without writing code. Make's visual interface + MCP tools = powerful automation.
  

  
#### Multi-Platform Intelligence

    Single agent can access LinkedIn, Instagram, Twitter, Reddit, and web data - unified intelligence gathering.
  

  
#### Autonomous Workflows

    Set up agents that run on schedules or triggers, working 24/7 to gather insights and enrich data automatically.
  

## Next Steps

  
#### View All MCP Tools

    Explore the complete list of 70+ tools available for your agents
  

  
#### MCP Unlimited Plan

    Learn more about MCP Unlimited benefits and pricing
  

  
#### Dashboard

    Manage your subscription and monitor usage
  

  
#### Make.com

    Create your Make account and start building agents
  

## Support

Need help with Make + MCP integration?

  
#### Email Support

    Get technical assistance from our team
  

  
#### Documentation

    Browse complete MCP documentation
  

  
#### Community

    Join discussions and share use cases
  

  
#### Status Page

    Check API status and uptime
  

---

> 
**Ready to build intelligent agents?** Connect your Make account to Anysite MCP and start automating data extraction today!