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: https://t.co/WayvpBtyBH
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: https://t.co/YNbFIGQz7X
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: https://t.co/9gIzmAWN12
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: https://t.co/OtvhrMgGWh
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: https://t.co/onBeghTyfH
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: https://t.co/j6MKo9klQe
7. token-optimizer-mcp
MCP server with caching, compression, and smart tool intelligence
- 95%+ token reduction through intelligent caching
- compresses repeated tool outputs
Repo: https://t.co/0jIVQ4ANls
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: https://t.co/puil9WwFGB
9. token-optimizer
finds ghost tokens that silently eat your context
- survives compaction without losing quality
- fixes context quality decay
Repo: https://t.co/92G8e4yeGq
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: https://t.co/yjfiQOSy15
[ 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 :<)
مبارك عليكم الشهر 🌙
نسأل الله أن يهله علينا وعليكم بالأمن والإيمان والسلامة، وأن يعيننا وإياكم على صيامه وقيامه، ويتقبل منا ومنكم صالح الأعمال.
كل عام وأنتم بخير ✨
#رمضان_كريم#رمضان_مبارك#السعودية#ssict
RIP Elevenlabs. Alibaba Qwen dropped this new AI text to speech
Free & open source, <2GB vram, super fast.
It has instant voice cloning, emotion control, and even voice design.
Full tutorial: https://t.co/ZHupx2rIha
Mole is a free, open-source command-line tool for macOS that deep cleans your system by removing caches, logs, browser data, unused apps, and more. It can free up GBs of space, like the 45GB mentioned. Install with 'brew install mole' and run 'mole' to use it. Check the GitHub repo for details: https://t.co/jrK3lGt7MD
With Cowork extending Claude Code to everyday work, we're seeing early signs of AGI in productivity. Tip: Integrate data connectors for real-time analysis (e.g., vacation planning from emails). It's raw but revolutionary – peaks soon, jump in now! #AI#ClaudeCode#FutureOfWork
Claude just made every productivity app subscription look like a scam.
They dropped Claude Desktop - AI that actually talks to your computer's files, apps, and tools.
And it's FREE with any Claude plan (even the free tier).
The same capabilities automation tools charge $2,000+/year for:
- Direct access to your local files (no uploading)
- 100+ one-click extensions (GitHub, Slack, AWS, databases)
- Runs terminal commands with your approval
- Connects to literally everything you use daily
While everyone's juggling 12 browser tabs and 8 SaaS subscriptions, smart people are getting:
✓ Files organized automatically (rename, sort, dedupe in seconds)
✓ Real automation without Zapier ($588/year saved)
✓ Zero context-switching (system-wide keyboard shortcut)
✓ Work happens locally (your sensitive files never hit the cloud)
The kicker? Anthropic onboarding dropped from 3 weeks to 3 DAYS for developers using this.
You're competing against people who turned their AI into an actual assistant.
Comment "DESKTOP" and I'll send you:
✓ The exact extension setup that replaces 5 subscriptions
✓ Real automation workflows people are running
✓ How to connect it to your entire tech stack
---
Now how to actually use this (not just install and forget):
For Everyone:
1. Download from https://t.co/zMP914ezlp (5-minute setup)
2. Use Quick Entry hotkey from ANY app (no browser needed)
3. Ask it to organize your messy Downloads folder
4. Have it explain system errors in plain English
5. Let it write emails while you're in Slack
For Automators:
1. Install the filesystem extension (Settings → Extensions)
2. Set up GitHub MCP server for automatic code reviews
3. Connect your database - no more SQL query guessing
4. Use https://t.co/ecIzsWwx9Q in your repos (AI reads your conventions automatically)
5. Chain tools together: "research → summarize → email → schedule"
The automation space is sweating because anyone can now:
→ Build workflows that cost $200/month on Make/Zapier
→ Access 100+ services without learning 100 APIs
→ Run multi-step automation with one prompt
→ Keep everything local (no cloud security nightmares)
One Zapier Power subscription ($588/year) = 2.9 years of Claude Pro with Desktop free.
Let that sink in.
The people still paying for workflow automation tools don't know this exists yet.
Google Veo 3.1 just killed Sora
now you can create studio level ad with one single JSON prompt for ANY products... 1080p, multiple shots, voice over, sfx, music all included
repost and comment 'JSON prompt', will dm you for free
10 crazy examples: