Make AI Agent Integration

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

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 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:

Uses linkedin_user to find John Smith's profile
Uses linkedin_company to get TechCorp details
Uses linkedin_user_posts to analyze recent activity
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!