The Complete Data Stack for AI Agents — 10 MCP Tools

#webdev #ai #productivity #opensource

If you're building an AI agent, chatbot, or LLM application — your agent is only as good as the data it can access.

Here's a complete data stack for AI agents, using free tools that return structured, verified data from real sources.

The Stack

Need	Tool	Data Source	Link
Market intelligence	MCP Market Research	9 verified sources	Apify
Company research	MCP Company Researcher	Website + news + HN	Apify
Lead generation	MCP Lead Finder	Emails + social + tech	Apify
SEO analysis	MCP SEO Analyzer	50+ technical factors	Apify
Social monitoring	MCP Social Monitor	HN + SO + News + Bluesky	Apify
Trend detection	MCP Trend Detector	Multi-source signals	Apify
Web search	MCP Web Search	Wikipedia + News + HN	Apify
Idea validation	MCP Startup Validator	5 real signals, 0-100	Apify
Competitor tracking	MCP Competitor Tracker	Side-by-side domains	Apify
Content analysis	MCP Content Analyzer	Readability + keywords	Apify

Why MCP > Function Calling

MCP is a standard. Tools you build work across Claude, Cursor, Cline, and any MCP client. No vendor lock-in.

MCP servers are composable. Chain market research → competitor tracking → lead generation in a single agent workflow.

Real data, not hallucinations. Every response links to its source. Your agent works with verified facts.

Quick Setup

Add any server to your MCP config:

{
  "mcpServers": {
    "market-research": {
      "command": "npx",
      "args": ["-y", "@anthropic/mcp-remote",
        "https://actors-mcp.apify.com/knotless_cadence~mcp-market-research-server"]
    }
  }
}