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Show HN: MCP server gives your agent a budget (save tokens, get smarter results)

https://l6e.ai
3•bennettdixon•1h ago
As a consultant I foot my own Cursor bills, and last month was $1,263. Opus is too good not to use, but there's no way to cap spending per session. After blowing through my Ultra limit, I realized how token-hungry Cursor + Opus really is. It spins up sub-agents, balloons the context window, and suddenly, a task I expected to cost $2 comes back at $8. My bill kept going up, but was I really going to switch to a worse model?

No. So I built l6e: an MCP server that gives your agent the ability to budget. It works with Cursor, Claude Code, Windsurf, Openclaw, and every MCP-compatible application.

Saving money was why I built it, but what surprised me was that the process of budgeting changed the agent's behavior. An agent that understands the limitations of the resources doesn't try to speculatively increase the context window with extra files. It doesn't try to reach every possible API. The agent plans ahead, sticks to it, and ends work when it should.

It works, and we've been dogfooding it hard. After v1 shipped, the rest of l6e was all built with it. We launched the entire docs site using frontier models for $0.99. The kicker was every time l6e broke in development, I could feel the pain. The agent got sloppy, burned through context, and output quality dropped right along with it.

Install: pip install l6e-mcp

Docs: https://docs.l6e.ai

GitHub: https://github.com/l6e-ai/l6e-mcp

Website: https://l6e.ai

Happy to answer questions about the system design, calibration models, or why I can't go back to coding without it.

BBC to cut up to 2k jobs in biggest downsize in 15 years

https://www.theguardian.com/media/2026/apr/15/bbc-cut-jobs-downsize-matt-brittin-tim-davie
1•mellosouls•1m ago•0 comments

Trump Killed the One Thing That Made Filing Taxes Easier

https://www.nytimes.com/2026/04/04/opinion/taxes-trump-direct-file-tax-day-april.html
2•mitchbob•2m ago•1 comments

Trust and the Death of the Handshake Deal

https://nickchirls.com/2026/04/15/trust-and-the-death-of-the-handshake-deal/
1•rafaelc•2m ago•0 comments

Close the Book. Recall. Write It Down. (2009)

https://www.chronicle.com/article/close-the-book-recall-write-it-down/
1•downbad_•4m ago•1 comments

Jensen Huang – How Nvidia locked up the semiconductor supply chain [video]

https://www.youtube.com/watch?v=Hrbq66XqtCo
1•tosh•5m ago•0 comments

Dino from Scratch

https://github.com/aldipiroli/dino_from_scratch
1•tgnk2341•5m ago•0 comments

Show HN: Tier – Adaptive tool routing that makes small LLMs 10pt more accurate

https://github.com/yantrikos/tier
2•pranabsarkar•5m ago•0 comments

Bot-AGI-1 – a robotics benchmark for VLMs

https://bot-agi.org/
1•chronolitus•6m ago•0 comments

Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts

https://machinelearning.apple.com/research/cram-less
1•gmays•6m ago•0 comments

The Gemini app is now on Mac

https://blog.google/innovation-and-ai/products/gemini-app/gemini-app-now-on-mac-os/
1•thm•6m ago•0 comments

Python Type Checker Comparison: Speed and Memory Usage

https://pyrefly.org/blog/speed-and-memory-comparison/
1•ocamoss•6m ago•0 comments

Show HN: Agentfab – A Distributed Agentic Platform

https://github.com/RazvanMaftei9/agentfab
1•razvan_maftei•7m ago•0 comments

Patch Tuesday, April 2026 Edition

https://krebsonsecurity.com/2026/04/patch-tuesday-april-2026-edition/
1•Brajeshwar•8m ago•0 comments

New search engine reveals if ancestors were in Nazi party

https://www.bbc.com/news/articles/cr411ndee7yo
2•hackernj•8m ago•0 comments

Ecovacs Wants to Weaponize Your Mop Water

https://www.siliconsnark.com/ecovacs-wants-to-weaponize-your-mop-water/
1•SaaSasaurus•9m ago•0 comments

French cops free mother and son after 20-hour crypto kidnap ordeal

https://www.theregister.com/2026/04/15/crypto_kidnap_france/
1•Bender•9m ago•0 comments

Encrypted Client Hello: A Big Tech Privacy Fix

https://blog.miloslavhomer.cz/encrypted-client-hello/
1•ArcHound•11m ago•0 comments

Henry's Pocket

https://en.wikipedia.org/wiki/Henry%27s_pocket
1•thunderbong•13m ago•0 comments

Notes on Twins Vol. 2 – 12 Weeks

https://roryflint.substack.com/p/notes-on-twins-vol-2
2•mrroryflint•16m ago•1 comments

'Handing out the blueprint to a bank vault' Why AI led Cal to drop open source

https://www.zdnet.com/article/ai-security-worries-force-company-to-abandon-open-source/
2•CrankyBear•17m ago•1 comments

Can astrologers gain insights about people from astrological charts?

https://www.clearerthinking.org/post/can-astrologers-use-astrological-charts-to-understand-people...
1•pavel_lishin•17m ago•0 comments

Write stuff down and document things

https://thereabouts.bearblog.dev/why-you-should-write-stuff-down-and-document-things/
2•speckx•19m ago•0 comments

How Older Adults Are Using V.R. To Counter Social Isolation

https://www.nytimes.com/2026/04/15/technology/vr-technology-elderly-community-social-isolation.html
1•mitchbob•20m ago•1 comments

The next evolution of the Agents SDK

https://openai.com/index/the-next-evolution-of-the-agents-sdk/
5•meetpateltech•23m ago•0 comments

What China's Great Green Wall can teach the world

https://www.nature.com/articles/d41586-026-01195-3
4•Brajeshwar•23m ago•0 comments

Graphs That Explain the State of AI in 2026

https://spectrum.ieee.org/state-of-ai-index-2026
3•CarbonCycles•24m ago•0 comments

Microbes make microplastics more likely to form ice in clouds, research reveals

https://phys.org/news/2026-03-microbes-microplastics-ice-clouds-reveals.html
3•PaulHoule•24m ago•0 comments

CPUs Aren't Dead. Gemma2B Out Scored GPT-3.5 Turbo on Test That Made It Famous

https://seqpu.com/CPUsArentDead/
3•fredmendoza•24m ago•0 comments

Can you steal $10k from a locked iPhone? [video]

https://www.youtube.com/watch?v=PPJ6NJkmDAo
2•terramex•26m ago•0 comments

Allbirds shares soar 600% as it pivots from footwear to AI

https://www.cnn.com/2026/04/15/investing/allbirds-pivot-to-ai
5•samsolomon•27m ago•1 comments