---
title: "MCP and AI agent integration blog - actionlake"
description: "Guides on MCP, AI agent integrations, permissions, pricing and audit: what we build, what it costs, and what we refuse to do. From the actionlake team."
canonical: https://actionlake.com/blog
updated: 2026-10-22
---

MCP and AI agent guides

/blog

# Notes from the lake.

What we are building, what it costs, and what we refuse to do, written the way we write everything: precisely, calmly, without hype.

[Start free](https://actionlake.com/console?start=sandbox) [Read the guides](https://actionlake.com/guides)

1. 03 8 August 2026 Engineering
   ## [Your rate limits, paced: how actionlake protects your API quota from AI agents](https://actionlake.com/blog/your-rate-limits-are-safe)
   An enthusiastic agent can burn a day's API quota before lunch. Ours is paced, cached and capped.
   Read the post
2. 02 5 August 2026 Pricing
   ## [Cached answers are free: why repeated AI agent reads cost nothing](https://actionlake.com/blog/cached-answers-are-free)
   Why the cheapest call is the one we never make, and why we bill accordingly.
   Read the post
3. 01 1 August 2026 Launch
   ## [actionlake is live: an MCP gateway for AI agents](https://actionlake.com/blog/one-surface-many-actions)
   Every system your business runs, behind one governed endpoint your agents can actually use.
   Read the post

## Ask one question across two systems.

[Start free](https://actionlake.com/console?start=sandbox) [See pricing](https://actionlake.com/pricing)

100,000 free calls a month. No card. Hard caps on every key. Cached answers are free.

---

Source: https://actionlake.com/blog
More: https://actionlake.com/llms.txt