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 · 56.5K Views
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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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
Many users praise AI agent Codex for cleverly bypassing Figma rate limits via browser workarounds as evidence of real autonomy and flexibility, while some call the behavior unserious or not true agent capability.
Pos
75.0%
Neg
25.0%
17 comments with sentiment.
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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
1hViews 7.4KLikes 92Bookmarks 6
REPLIES2
Erik Rasmussen 👨💻🇺🇸🇪🇸@erikras
@steveruizok there's a real argument to be made that mcp isn't even needed
7hViews 879Likes 5
Steve Ruiz@steveruizok
unserious moment in AI product
7hViews 2.1KLikes 22
Tyler Angert@tylerangert
@steveruizok It just wants to work
7hViews 1.3KLikes 9
Ruben Casas 🦊@Infoxicador
@steveruizok @steipete lol these things are very resourceful if you give them free range to do anything
6hViews 927Likes 3
Ruben Casas 🦊@Infoxicador
@erikras @steveruizok Your SecOps and CFO disagree 😂
6hViews 67Likes 1
Itay@Itay32032531348
@steveruizok scary crazy
6hViews 140
Drk@Drk8_
@steveruizok Fate of MCP in single sentence.
5hViews 108Likes 3
Børge Blikeng@b_blikeng
@steveruizok @steipete Computer Use is FSD, while MCP is LiDAR.
6hViews 748Likes 1
Win@thewinger
@steveruizok Happened to me with Paper. Didn’t find the MCP so just started working in the browser ¯\_(ツ)_/¯
9hViews 538Likes 1
Ted Benson@edwardbenson
@steveruizok Did that work just as well?
3hViews 374Likes 1
Gaurav@Leapofcode
@steveruizok That's not an AI agent anymore.
That's a developer who already found the Stack Overflow workaround. 😭
7hViews 453
Matt Teixeira@matt_teeixeira
@steveruizok 5.5 for the win.
8hViews 423
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
6hViews 368
ろーら 🪷@rollablazer
@steveruizok @steipete It’s too slow, Figma need to rearchitect to make it better, but they won’t
4hViews 237
Animesh Das@animeshxdas
@steveruizok poetic
7hViews 201
Gaurav Joshi@bhai_joshi17
@steveruizok Hey, does anyone have any good examples of codex's abilities in using figma!
1hViews 159
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 🤪)
2hViews 154
rzx@vovaharzx
@steveruizok lmao
5hViews 147
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.
3hViews 112
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