/Tech8h ago

OpenClaw's Peter Steinberger shows AI agent Codex bypassing Figma's MCP rate limits by opening a direct browser tab

Story Overview

Peter Steinberger highlighted a moment where the Codex agent inside OpenClaw simply refused to quit when Figma's MCP server cut off access. Instead of erroring out, the agent spun up its own browser tab and kept reading and editing the design file directly, showing how agents can route around API caps in real workflows.

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#382

Original post

Steve Ruiz@steveruizok

Codex hit Figma's MCP limit and then just opened Figma in a browser tab to keep working

11:51 PM · Jun 14, 2026 · 64.7K Views

Open Question

Browser habits could tilt hardware demand

The incident prompted quick discussion that agents opening tabs to dodge limits will push more work onto CPUs rather than GPUs. No hard numbers exist yet on how large the shift might become, so the long-term hardware effect stays an open guess.

Developer Impact

MCP beta limits already shape agent behavior

Figma's current rate caps, especially the low monthly allowances on starter plans, are forcing agents to improvise outside the intended MCP interface. How those limits evolve once the service moves to paid usage remains unclear.

Sentiment

Positive users praise AI Agent Codex for cleverly bypassing Figma rate limits via browser tabs as a sign of real autonomy and smart adaptation, while negative users call the workaround unserious or too slow.

Pos

69.2%

Neg

30.8%

14 comments with sentiment.

Cluster Engagement

Posts from X

Most Activity

VIEWS8.3KBOOKMARKS6LIKES105RETWEETS3REPLIES2

kache@yacineMTB

The usage distribution of LLMs has a real possibility of making the CPU shortage worse than the GPU shortage in the long haul

Steve Ruiz@steveruizok

Codex hit Figma's MCP limit and then just opened Figma in a browser tab to keep working

2h8.3K1056

Steve Ruiz@steveruizok

unserious moment in AI product

8h2.1K22

Erik Rasmussen 👨‍💻🇺🇸🇪🇸@erikras

@steveruizok there's a real argument to be made that mcp isn't even needed

8h8795

Tyler Angert@tylerangert

@steveruizok It just wants to work

8h1.3K9

Ruben Casas 🦊@Infoxicador

@steveruizok @steipete lol these things are very resourceful if you give them free range to do anything

7h9273

Ruben Casas 🦊@Infoxicador

@erikras @steveruizok Your SecOps and CFO disagree 😂

7h671

Itay@Itay32032531348

@steveruizok scary crazy

6h140

Drk@Drk8_

@steveruizok Fate of MCP in single sentence.

6h1083

Børge Blikeng@b_blikeng

@steveruizok @steipete Computer Use is FSD, while MCP is LiDAR.

6h7481

Win@thewinger

@steveruizok Happened to me with Paper. Didn’t find the MCP so just started working in the browser ¯\_(ツ)_/¯

9h5381

Ted Benson@edwardbenson

@steveruizok Did that work just as well?

4h3741

Gaurav@Leapofcode

@steveruizok That's not an AI agent anymore.

That's a developer who already found the Stack Overflow workaround. 😭

8h453

Matt Teixeira@matt_teeixeira

@steveruizok 5.5 for the win.

9h423

Calgary@GellCalgary

@steveruizok I'm not sure what kind of marketing witchcraft Anthropic got going on, but from my experience as a $200 max user of both Claude Code and Codex, Codex is more close to AGI than any other model

7h368

ろーら 🪷@rollablazer

@steveruizok @steipete It’s too slow, Figma need to rearchitect to make it better, but they won’t

4h237

Animesh Das@animeshxdas

@steveruizok poetic

8h201

Gaurav Joshi@bhai_joshi17

@steveruizok Hey, does anyone have any good examples of codex's abilities in using figma!

2h159

Tomas Marek@tomasmarekk

@steveruizok You can ask Codex to build you a local MCP for talking to Figma that won’t hit the API limit. I did that and it works just like the official MCP (Figma is only company that puts MCP behind the pay wall - crazy 🤪)

3h154

rzx@vovaharzx

@steveruizok lmao

6h147

Mustafa Ergisi@mustafaergisi

@steveruizok Agents routing around a failed tool by picking the next-best path is what real autonomy looks like in production. Tool fallbacks just became part of the model's reasoning loop.

3h112