Connecting Private Systems to Claude: What I Learned Building an MCP Gateway
I wanted to find out whether our internal, VPN-only systems could be made usable from Claude, with real identity, and without the connection turning into a
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AuthorPaul Strebenitzer
Edmund Haselwanter
Martin Buchleitner
Juergen Brueder
Matthias Theuermann
Marina Brooks
Infralovers Team
Theresa Wallas
Miriam Grainer
Jan Klare
Runtime Compression: The Other Half of the Token Tax
The previous article, Tool-Surface Compression, was about getting external functionality, entire APIs and systems, into the agent as token-efficiently as
Tool-Surface Compression: Designing Systems for AI Agents
2,500 API endpoints. Expose every one of them as an MCP tool and you get, according to Cloudflare, 1.17 million tokens for tool definitions alone, before the
Harness Engineering: Why the Frame Matters More Than the Model
It took me three iterations to implement a straightforward feature across two repositories. Not because the model was inadequate — same model, same task. The
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