research-brief
MCP serverAI & modelsx402 cited web research and synthesis for agents. $1.99 per completed brief.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use research-brief to get actor run
Install research-brief
The server’s own address, for the clients that take one directly. Or connect ahel once and every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user research-brief 'https://mcp.apify.com?tools=industrial_platform/research-brief-agent&payment=x402'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://mcp.apify.com?tools=industrial_platform/research-brief-agent&payment=x402Add a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=research-brief&config=eyJ1cmwiOiJodHRwczovL21jcC5hcGlmeS5jb20/dG9vbHM9aW5kdXN0cmlhbF9wbGF0Zm9ybS9yZXNlYXJjaC1icmllZi1hZ2VudCZwYXltZW50PXg0MDIifQ==Open the link and Cursor adds the server at that address.
ChatGPT
https://mcp.apify.com?tools=industrial_platform/research-brief-agent&payment=x402In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add research-brief --url 'https://mcp.apify.com?tools=industrial_platform/research-brief-agent&payment=x402'Run it once, then sign in with codex mcp login research-brief if the server asks for an account.
From the project's README
As published by industrial-platform-ai/industrial-platform-agent-tools in README.md. This repository publishes several servers, so only the opening is shown here.
Open-source integration toolkit for connecting AI agents, MCP clients, autonomous workflows, agent orchestrators, and developer applications to Industrial Platform machine-callable services.
Industrial Platform provides specialized paid utilities that other agents can discover and invoke instead of rebuilding research, monitoring, extraction, and document-processing capabilities inside every workflow.
One MCP endpoint for the full portfolio
https://mcp.apify.com?tools=industrial_platform/research-brief-agent,industrial_platform/web-change-intelligence,industrial_platform/web-metadata-intelligence,industrial_platform/article-content-intelligence,industrial_platform/pdf-text-intelligence,industrial_platform/sitemap-intelligence
This hosted MCP endpoint exposes the current Industrial Platform service portfolio through one integration.
Current services
Shortened here. Read the whole README on GitHub.
Tools it offers (5)
What this server listed when ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
get-actor-runget-dataset-itemsget-key-value-store-recordabort-actor-runindustrial_platform--research-brief-agent
Signals
- Last commit
- Sep 2026
Advanced
- Delivery
- research-brief MCP server → your ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-industrial-platform-ai-research-brief- Source
- github.com/industrial-platform-ai/industrial-platform-agent-tools
- Hosted endpoint
https://mcp.apify.com?tools=industrial_platform/research-brief-agent&payment=x402