GREB by Cheetah AI
instead of indexing the workspace, use gpu accelerated ultra fast greps and fine tuned model, kinda like windsurf fast context. We tried to make it as cost and token efficient as possible while maintaining accuracy and speed.
GREB by Cheetah AI launched on December 3, 2025 with 15 votes, #657 of 11,628 launches that month and more than 75% of that year's launches.
What it does
GREB - Intelligent code search via MCP for AI coding assistants. Works with Claude Code, Cursor, Windsurf, Cheetah AI and pretty much any coding agent which supports MCP's. Find code instantly using natural language queries. Better and faster than RAG. No Indexing Required. Powered by Cerebras ultra fast inference and GPU acceleration. Just add MCP config and let the agent do the work.
Does a similar job
all alternatives →
Semble – Code search for agents that uses 98% fewer tokens than grepMay 2026 · github.com · ▲445Hey HN! We (Stephan and Thomas) recently open-sourced Semble. We kept running into the same problem while using Claude Code on large codebases: when the agent can't find something directly, it falls back to grep, reading full files or launching subagents. This uses a lot of tokens, and often still misses the relevant code. There are existing tools for this, but they were either too slow to index on demand, needed API keys, or had poor retrieval quality. Semble is our solution for this. It combines static Model2Vec embeddings (using our latest static model: potion-code-16M) with BM25, fused…
- SCSearch code in GitHub repos using regular expressions2020 · grep.app · ▲614

SeaGOAT – local, “AI-based” grep for semantic code search2023 · github.com · ▲240local-first semantic code search engine. Contribute to kantord/SeaGOAT development by creating an account on GitHub.


More ai this month
the category →



Paintings by AI models: programs run through a simulation of oil paint.
AI · 20d ago · stillwet.art
PixVerse R2▲381A real-time world model you can explore and change
AI · 29d ago · world.pixverse.video

Source: Product Hunt launch ↗
Launched alongside, December 2025
the whole month →- GP
Life & fun · Dec 2025 · dosaygo-studio.github.io

Hi everyone! My name's Luke and I made the original Jmail here alongside Riley Walz. We had a ton of friends collaborate on building out more of the app suite last night in lieue of DOJ's "Epstein files" release. Please AMA!
Life & fun · Dec 2025 · jmail.world

PlanEat AI▲733AI turns your health goals into a 7-day menu & grocery list
AI · Dec 2025 · planeatai.com

Community, All the HN belong to you. This is an archive of hacker news that fits in your browser. When I made HN Made of Primes I realized I could probably do this offline sqlite/wasm thing with the whole GBs of archive. The whole dataset. So I tried it, and this is it. Have Hacker News on your device. Go to this repo (https://github.com/DOSAYGO-STUDIO/HackerBook): you can download it. Big Query -> ETL -> npx serve docs - that's it. 20 years of HN arguments and beauty, can be yours forever. So they'll never die. Ever. It's the unkillable static archive of HN and it's…
Dev tools · Dec 2025 · hackerbook.dosaygo.com
