AI & Machine Learning

aistackintel.com

Provides AI adoption and signal analysis for companies, including watchlists, company profiles, and market statistics.

1 endpoint6 known toolsFirst detected August 28, 2026Last detected August 28, 2026

ENDPOINT 1

https://mcp.aistackintel.com/mcp

No auth detected

MCP server metadata

Name: aistack-intel
Version: 0.1.0

Capabilities

experimentalpromptsresourcestools

Known tools 6

watchlist_changes

Return validated L4 change signals for the API-key owner's own watched companies.

Inferred read-only

lookup_company

Get a company's AI stack profile: adoption score, maturity, detected signals, evidence.

Inferred read-only

search_by_signal

Find companies using a specific AI technology or signal, e.g.

Inferred read-only

top_companies

Top companies by AI Adoption Score (leaderboard).

Inferred read-only

market_stats

Market overview: total companies indexed, maturity distribution, average score, top AI signals.

Inferred read-only

company_jobs

Hiring signals for a company: open jobs, AI-related jobs, AI hiring ratio, ATS system.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.aistack-intel]
url = "https://mcp.aistackintel.com/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "aistack-intel": {
      "type": "http",
      "url": "https://mcp.aistackintel.com/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: aistack-intel
Remote MCP URL: https://mcp.aistackintel.com/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "aistack-intel": {
      "url": "https://mcp.aistackintel.com/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "aistack-intel": {
      "type": "http",
      "url": "https://mcp.aistackintel.com/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "aistack-intel",
  "transport": "streamable-http",
  "url": "https://mcp.aistackintel.com/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Loading Trust v2 evidence…

Checking the associated registrable domain. The BuiltWith key remains server-side.

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.