Scout Intel MCP — The Google for AI Agents
Scout Intel MCP — The Google for AI Agents
Give Claude, GPT, Cursor, or any AI agent instant access to structured business intelligence. Research any company, analyze competitors, track market trends, monitor breaking news, and investigate key people — all returned as clean, structured JSON with confidence scores and data quality grades.
Think of it as Google for AI agents — instead of web pages, it returns structured intelligence that agents can reason over.
Why Scout Intel MCP?
Most research requires agents to scrape random websites and parse messy HTML. Scout Intel aggregates 5 data sources (DuckDuckGo, NewsAPI, Wikipedia, web scraping, social profiles) into Pydantic-validated JSON with per-source confidence breakdowns and A–F data quality grades.
- Company Research — Revenue, employees, funding, tech stack, market positioning in one call
- Competitor Analysis — 350+ regex patterns extract competitors from 6 pattern categories
- Market Trends — Emerging trends, growth signals, disruption indicators with confidence scoring
- News Monitoring — Real-time aggregation from multiple news APIs with relevance ranking
- People Intelligence — Background, role history, social profiles, public presence (Pro)
- Due Diligence — Cross-referenced data from multiple sources with quality grades
Quick Install
pip install scout-intel-mcp
Claude Desktop Config
{
"mcpServers": {
"scout-mcp": {
"command": "python",
"args": ["-m", "scout_mcp.mcp_server"],
"env": {
"NEWS_API_KEY": "your-newsapi-key"
}
}
}
}
Free tier: 5 tools, 50 calls/day. Get a free NewsAPI key at newsapi.org.
6 Intelligence Tools
| Tool | Tier | What It Does |
|---|---|---|
scout_company | 🟢 Free | Full company profile — revenue, employees, funding, tech stack |
scout_competitors | 🟢 Free | Find and analyze competitors with positioning + differentiators |
scout_market_trends | 🟢 Free | Emerging trends, growth signals, disruption indicators |
scout_news | 🟢 Free | Real-time news aggregation with relevance ranking |
scout_topic | 🟢 Free | Deep-dive any topic — Wikipedia + web + news synthesis |
scout_person | 🔒 Pro | People intelligence — background, roles, social presence |
Pricing
- Free — $0/mo, 5 tools, 50 calls/day
- Pro — $29/mo, all 6 tools, 1,000 calls/day
- Scale — $99/mo, all 6 tools, 10,000 calls/day
Use Cases
- "Research Stripe — give me revenue, employee count, funding history, and tech stack"
- "Who are Notion's top 5 competitors and how do they differentiate?"
- "What are the emerging trends in AI-powered developer tools?"
- "Get me the latest news about Apple's AI strategy"
- "Do a deep dive on the Model Context Protocol ecosystem"
- "Look up the background on Sam Altman"
Keywords: business intelligence AI tool, company research MCP, competitive analysis agent, market trend detection, news monitoring API, due diligence automation, competitor extraction, AI agent research tool, structured web intelligence, model context protocol server, Claude research tool, company profiling, market research AI, startup analysis, people search intelligence Built by Organized Energy LLC(https://github.com/omniologynow-rgb) | GitHub | PyPI