10 GitHub repos to spend 60-90% less tokens in Claude Code:
1. RTK (Rust Token Killer)
CLI proxy that filters terminal output before it hits your context
- 60-90% reduction on common dev commands
- one binary, zero dependencies
- works with Claude Code, Cursor, Copilot
Repo: github.com/rtk-ai/rtk
2. Context Mode
Sandboxes raw tool output into SQLite instead of dumping it into context
- 98% context reduction on Playwright, GitHub, logs
- only clean summaries enter your conversation
- works as Claude Code plugin
Repo: github.com/mksglu/context-mo…
3. code-review-graph
Local knowledge graph that maps your codebase with Tree-sitter
- Claude reads only what matters, not the entire repo
- 49x token reduction on large monorepos
- 6.8x on average reviews
Repo: github.com/tirth8205/code-re…
4. Token Savior
MCP server that navigates code by symbols, not full files
- 97% reduction on code navigation
- persistent memory across sessions
- 69 tools, zero external deps
Repo: github.com/Mibayy/token-savi…
5. Caveman Claude
makes Claude talk like a caveman to cut output tokens
- 65-75% output reduction
- one-line install
- keeps full technical accuracy
Repo: github.com/JuliusBrussee/cav…
6. claude-token-efficient
one CLAUDE.md file that keeps responses terse
- drop-in, no code changes
- reduces output verbosity on heavy workflows
- best for output-heavy sessions
Repo: github.com/drona23/claude-to…
7. token-optimizer-mcp
MCP server with caching, compression, and smart tool intelligence
- 95%+ token reduction through intelligent caching
- compresses repeated tool outputs
Repo: github.com/ooples/token-opti…
8. claude-token-optimizer
reusable setup prompts for optimizing any project
- 90% token savings in 5 minutes
- reduces doc token usage from 11K to 1.3K
Repo: github.com/nadimtuhin/claude…
9. token-optimizer
finds ghost tokens that silently eat your context
- survives compaction without losing quality
- fixes context quality decay
Repo: github.com/alexgreensh/token…
10. claude-context (by Zilliz)
code search MCP that makes your entire codebase the context
- ~40% reduction with equivalent retrieval quality
- hybrid BM25 + dense vector search
Repo: github.com/zilliztech/claude…
[ how to stack them ]:
you don't need all 10. pick 2-3 based on your workflow:
> heavy terminal output? RTK
> big codebase? code-review-graph + Token Savior
> lots of MCP servers? Context Mode
> quick fix? Caveman + claude-token-efficient
most people are burning tokens without knowing it
run /context in a fresh session and see how much is gone before you even type a word
your pocket will thank me later :<)
350D retweeted
📦 LingBot-Map is fully open-sourced — paper, code, models.
🔗 Project page: technology.robbyant.com/ling…
💻 Code: github.com/Robbyant/lingbot-…
📄 Paper: arxiv.org/abs/2604.14141
🤗 HuggingFace: huggingface.co/robbyant/ling…
I spent 3 months building an AI mental health companion and I think most mental health apps are genuinely bad at their job.
ChatGPT sucks especially hard.
This puts me on Cringe Mountain (thanks for the term @gregisenberg ) but here we are. Thread 🧵
350D retweeted
IKEA's new ALPSTUGA is an incredibly affordable CO₂ AND particle sensor (PM2.5)! Friendly round design to resemble a clock, and yes, can also tell the time. A mere £25. The TIMMERFLOTTE is a separate puck for temperature / humidity. £5.
350D retweeted
Indian developer reverse engineered the protocol that AirPods use to communicate with Apple devices and implemented those features on Android (and Linux) |
350D retweeted
this is the most insane blog post i've seen in the last 10 years jfc kube.io/blog/liquid-glass-cs…
350D retweeted
Сделал PWA игрушку для тех кто не хочет устанавливать себе приложение MAX и может показать своему работодателю что оно крашится. Делал я это для своей девочки и ее руководства которое требует установки MAX, но никак на работу не влияет. Версия для яблок:
1. Открываете сайт в Safari maxerror.draftstack.dev/
2. Нажимаете на иконку "Поделиться"
3. Дале выбираем пункт в меню "На экран "Домой""
4. Готово
350D retweeted
It is with more sadness than mere words can convey that we have to report that our beloved Ozzy Osbourne has passed away this morning. He was with his family and surrounded by love.
We ask everyone to respect our family privacy at this time.
Sharon, Jack, Kelly, Aimee and Louis
350D retweeted
Reddit user u/Alternative_Lab_4441 trained a FLUX Kontext LoRA to turn low-res Google Earth screenshots into high-res drone photos.
This LoRA turns basic satellite images into professional-quality aerial shots
And yes, it’s free to download!
350D retweeted
The first fully autonomous delivery of a Tesla Model Y from factory to a customer home across town, including highways, was just completed a day ahead of schedule!!
Congratulations to the @teslasi teams, both software & AI chip design!
350D retweeted
Introducing Bauhaus Clock - When idle time becomes beautiful.
After months of refinement, this screensaver launches today. Bringing mechanical watch precision to your Mac with meticulous attention to detail. Your workspace remains elegant, even when you're away.
Link below ↓
350D retweeted
⚠️ NOT AN APRIL FOOLS JOKE ⚠️
Paper Sky demo is now available on Mac—plus, it’s optimized enough to run on a baked potato on all platforms!
#gamedev #indiegame
350D retweeted
Atlas is demonstrating reinforcement learning policies developed using a motion capture suit. This demonstration was developed in partnership with Boston Dynamics and @rai_inst.
350D retweeted
This is Mark Rober
He spent years building one of the strongest reputations in social media. Loved by tens of millions of followers
Yesterday he obliterated it all with one 18 minute video
It's a story of greed, deception, and cowardice
Here's the story of what happened:
350D retweeted
Chatbase is going to be a $100M ARR bootstrapped company.
Only a handful of companies were able to achieve this, and it took them 10+ years.
We will set the record for $1M to $100M bootstrapped.
It is now very doable in the AI era. You just need to remember you have free will and can just do stuff.
We already added $740k in ARR in 2025.
Follow me to watch the journey, you will never be this early.
350D retweeted
10 years ago today my life changed forever.
On the morning of February 19th, 2015, Alto’s Adventure launched into the world.
What started as a tiny passion project became something that took over my life in ways I never expected.
Here’s a look back – at the highs, the wild moments and the people who made it all possible. 🏔️✨🧵 – at Toronto, Ontario
350D retweeted
wow.. this AI is scary
GeoSpy AI now can find your exact location from even an indoor photo..
350D retweeted
Thrilled to have been part of an incredibly talented team designing and bringing the new iPhone 16 Pro page to life ❤️
apple.com/iphone-16-pro/





























