Build AI Agents with Make.com and Anysite MCP: Unlimited Social Data for $30/Month

Make.com's AI Agents feature gives you autonomous agents that can reason and act on your behalf. Anysite MCP gives these agents unlimited access to social media data from LinkedIn, Instagram, Twitter, and Reddit for a flat $30/month. Together, they enable AI agent workflows that weren't economically viable before.

What Are Make AI Agents?

Make AI Agents is a specific feature within Make.com—distinct from regular scenarios—designed for building autonomous AI agents. Instead of manually configuring workflow steps, you define agent behavior through natural language system prompts.

Key differences from regular Make scenarios:

How it works:

1. You configure the agent's goal via system prompt
2. Connect MCP servers (like Anysite) to give agents tools
3. Set triggers (schedule, webhook, event)
4. Agent autonomously selects and executes MCP tools
5. Agent handles multi-step workflows intelligently

With native MCP support, Make AI Agents can access Anysite's 55+ data extraction tools. The agent receives requests like "enrich this lead" and autonomously figures out which LinkedIn, Twitter, Instagram, and Reddit tools to use.

Why MCP Changes the Economics

Traditional social data APIs charge per request. Extract 1,000 LinkedIn profiles and you'll pay $500-$2,000 depending on the provider. Build a competitive intelligence agent that monitors 50 companies daily, and your monthly bill quickly exceeds $5,000.

Anysite's MCP Unlimited plan flips this model. Pay $30/month. Make unlimited requests. No per-profile charges. No artificial rate limits. Just flat-rate access to 55+ data extraction tools across major social platforms.

For Make AI Agents users, this removes the cost barrier that made autonomous data-driven agents impractical.

What You Can Build

Autonomous Lead Enrichment Agent

Set up a Make AI Agent with a goal like "Enrich new CRM leads with LinkedIn and Twitter data":

The agent autonomously:

1. Monitors for new CRM records
2. Searches LinkedIn for the person's profile
3. Extracts employment history, skills, connections
4. Finds their Twitter activity and recent posts
5. Pulls company data from LinkedIn
6. Calculates lead score based on extracted data
7. Updates CRM with enriched information
8. Routes high-value leads to sales team

The agent decides which MCP tools to use and in what sequence. You define the goal, the agent figures out the execution.

With traditional APIs charging $1-5 per profile lookup, processing 500 leads/month costs $500-2,500. With MCP Unlimited, it's included in your $30 subscription.

Competitive Intelligence Monitor

Create an agent with the goal: "Monitor competitors daily and alert on significant changes"

The agent runs on schedule (e.g., daily at 9 AM) and autonomously:

1. Identifies relevant competitor social profiles
2. Monitors LinkedIn company pages for updates
3. Extracts new posts and engagement data
4. Pulls competitor Instagram activity
5. Searches Twitter for brand mentions
6. Scans Reddit for product discussions
7. Analyzes changes since last check
8. Summarizes insights
9. Sends Slack alert if significant activity detected

This agent makes 50+ MCP requests per execution. At traditional API pricing, you'd pay $10-20 each time it runs. Daily execution = $300-600/month. With MCP Unlimited, it's covered by the flat $30 rate.

Social Listening Agent

Give your agent the goal: "Monitor social conversations about [product/topic] and alert on high-priority mentions"

The agent autonomously:

1. Searches Twitter for keyword mentions
2. Extracts full tweet threads with context
3. Finds related LinkedIn posts
4. Pulls relevant Reddit discussions
5. Analyzes sentiment (positive/negative/neutral)
6. Identifies high-priority conversations
7. Alerts customer success team
8. Logs data for trend analysis

Make AI Agents run on triggers (schedule, webhook, or event-based), handling all the logic automatically.

Traditional social listening tools charge $99-999/month for limited features. Build your own agent with complete control over data collection, analysis, and alerting logic.

How to Connect Anysite MCP to Make AI Agents

Make AI Agents has native MCP support. Connection takes about 2 minutes.

Setup Process

Step 1: Get Your Direct URL

Log into app.anysite.io and navigate to the MCP Server section. Copy your Direct URL—it looks like:

https://mcp.anysite.io/mcp?api_key=YOUR_KEY

This URL includes authentication, so keep it private.

Step 2: Add MCP Server in Make AI Agents

1. In Make.com, navigate to your AI Agents interface
2. Go to the MCP section
3. Click "+ Add" → "New MCP server"
4. Paste your Direct URL
5. Save the connection

Make will automatically detect all 55 Anysite tools.

Step 3: Configure Your Agent

Create a new AI Agent and configure its behavior via the system prompt. Example:

You are a competitive intelligence agent. Monitor competitor activity across LinkedIn, Twitter, Instagram, and Reddit. Extract new posts, analyze engagement, and alert on significant changes.

You have access to Anysite MCP tools for data extraction. Use them to gather comprehensive social data.

The agent will autonomously select the right MCP tools based on its goals.

Full setup guide: docs.anysite.io/mcp-server/unlimited-plan-make

MCP Tools Available

Anysite MCP provides 55+ tools for extracting social data:

LinkedIn (24 tools):

• Profile extraction with work history
• Company data and employee lists
• Job posting searches
• People search with filters
• Post and comment extraction

Instagram (8 tools):

• Profile data and follower counts
• Post metadata and engagement
• Reel information
• Comment thread extraction

Twitter/X (5 tools):

• Profile lookup and bio data
• Tweet extraction with full context
• Search results with filtering

Reddit (3 tools):

• Post data with scores and comments
• Comment thread extraction
• Subreddit search

Web Parser (3 tools):

• Universal webpage parsing
• Sitemap extraction
• DuckDuckGo search integration

Each tool returns structured JSON. No HTML parsing. No DOM traversal. Just clean data ready for your workflow logic.

Cost Comparison: AI Agent at Scale

Let's model a real-world agent that processes 1,000 leads per month:

Traditional API Stack:

• LinkedIn profile data: 1,000 × $1.00 = $1,000
• Company enrichment: 1,000 × $2.00 = $2,000
• Twitter activity: 1,000 × $0.50 = $500
• Total: $3,500/month

Anysite MCP Unlimited:

• All requests covered: $30/month

The savings scale linearly. Process 10,000 leads and traditional APIs cost $35,000/month. MCP Unlimited stays at $30.

How Make AI Agents Uses MCP

Make AI Agents speaks to MCP servers in natural language. The agent receives your goals, selects appropriate tools, and executes them autonomously.

Traditional API Approach:

// You write explicit code
const profile = await linkedin.getProfile(url);
const company = await linkedin.getCompany(profile.companyId);
const tweets = await twitter.search(profile.handle);
// Then manually combine and analyze

Make AI Agent + MCP:

System prompt: "Enrich this lead with LinkedIn and Twitter data"

Agent autonomously:
1. Selects linkedin_profile_by_url tool
2. Extracts company ID, calls linkedin_company_by_id
3. Searches Twitter using twitter_search
4. Combines data intelligently
5. Returns structured result

You define the goal. The agent figures out which tools to use, in what order, and how to combine results.

For AI agent builders, this means you focus on what you want accomplished, not how to accomplish it. The MCP layer handles tool selection, pagination, rate limits, and response parsing.

What's Covered by MCP Unlimited

The $30/month MCP Unlimited plan includes:

• Unlimited requests through MCP interface
• All 55 tools across platforms
• Works with Make AI Agents, Claude Desktop, Cursor, n8n
• Person Analyzer and Competitor Analyzer skills
• No per-request billing
• No artificial rate limits

Important: The unlimited plan covers MCP requests only. If you call Anysite's REST API directly from custom code, those requests use credit-based pricing. When using Make AI Agents with MCP connection, unlimited access applies.

Make AI Agents vs n8n AI Agent Workflows

Anysite MCP works with both platforms for building AI agents:

Make AI Agents:

• Hosted service (no infrastructure management)
• Native AI agent support with MCP integration
• Agents autonomously select and execute tools
• Visual interface for defining agent behavior
• Pre-built integrations with 1,000+ apps
• Easier learning curve for non-developers
• Scheduled automation—agents run 24/7

n8n:

• Open source (self-hostable)
• Build agent-like workflows manually
• More customization options
• Developer-friendly
• One-time cost if self-hosted
• Full control over execution environment

Both support Anysite MCP. Make AI Agents provides native agent intelligence where agents autonomously decide tool usage. With n8n, you build the logic explicitly. The MCP Unlimited plan works identically with both.

Real-World Agent: Competitive Monitoring

Here's a production-ready Make AI Agent you could deploy today:

Daily competitor intelligence agent:

System Prompt:

You are a competitive intelligence agent. Every morning at 9 AM:

1. Monitor these competitors: [list]
2. Check LinkedIn company pages for new posts and hiring activity
3. Pull Instagram posts from the last 7 days
4. Search Twitter for brand mentions
5. Check Reddit for product discussions
6. Analyze all data for significant changes
7. Summarize key insights
8. Alert the marketing team via Slack if significant activity detected
9. Log data to our database

Use Anysite MCP tools to gather all social data.

Trigger: Schedule (daily, 9 AM)

The agent autonomously executes this workflow, selecting the right MCP tools for each data source. It makes 100+ MCP requests per execution.

Cost comparison:

• Traditional API cost: $300-1,500/month
• MCP Unlimited cost: $30/month

The agent handles everything—tool selection, data extraction, analysis, and alerting—without explicit programming.

Platform Access Without Platform APIs

Social platforms have locked down their official APIs. Getting LinkedIn API access requires an enterprise partnership. Instagram's API is restricted to approved business accounts. Twitter's API costs $100-5,000/month for basic access.

Anysite bypasses these restrictions. You get the same data without platform API agreements or enterprise contracts. The MCP Unlimited model means you can build production agents that scale without worrying about per-request costs or sudden API price increases.

For Make AI Agents users, this removes barriers to building autonomous, data-driven agents. Extract the social data you need. Define agent behavior via system prompts. Let agents handle the execution. Pay one flat rate.

Getting Started

You'll need:

• Make.com account with AI Agents access
• Anysite account with MCP Unlimited enabled ($30/month)
• Your MCP Direct URL from app.anysite.io

Setup takes about 2 minutes:

1. Get Direct URL from Anysite
2. Add MCP server in Make AI Agents interface
3. Create your first agent with a system prompt
4. Define triggers and let the agent run

Full documentation: docs.anysite.io/mcp-server/unlimited-plan-make

Why This Matters for AI Agents

AI agents need comprehensive data to make intelligent decisions. The more data sources they can access, the better they perform. But traditional API pricing makes multi-platform data access prohibitively expensive—especially for agents running 24/7.

MCP Unlimited removes that constraint. Your Make AI Agent can:

• Query LinkedIn profiles for professional context
• Check Twitter activity for real-time signals
• Pull Instagram posts for brand monitoring
• Search Reddit discussions for sentiment analysis
• Combine all sources intelligently

All within a single agent execution. No budget concerns. No request counting. Just unlimited data access for your autonomous agents.

For Make AI Agents users, this changes what's economically possible. Agents that were too expensive to run daily can now run every hour. Enrichment agents that cost $10 per record now process unlimited records for $30/month total.

Build autonomous agents. Give them unlimited data access. Let them run 24/7.