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Public story · 2026-03-21 · source-backed
Hindsight by Vectorize.io builds a knowledge graph from agent interactions rather than storing raw text, modeling how human long-term memory works. 91% on LongMemEval (state-of-the-art). The MCP server makes it a drop-in memory backend for Claude, Cursor, and Windsurf via a single JSON config change. Boulder startup, $3.6M seed from True Ventures.
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Four parallel retrieval strategies (semantic, temporal, entity, opinion) merged through cross-encoder reranking with atomic fact extraction on every write. Ships an MCP server for Claude Code adoption via single JSON config. Source
JuliusBrussee/caveman hit 54,000+ GitHub stars in under three weeks and topped Hacker News. The repo is exactly what it sounds like: a skill that strips agent verbosity, kills the "I'd be happy to help" preamble, and makes Claude answer in terse, near-grunt prose while keeping...
wanshuiyin/HERO-Anti-OverDefense went from creation to 68 stars in a single day. HERO is Hashing, Edge cases, Rubrics, Overbuild, and the claim is that agent over-engineering isn't diffuse but falls into four recognizable shapes suppressible with a portable prompt contract acr...
bradautomates/claude-video (v0.2.0, July 1) lets agents download, frame-extract, and transcribe any video via yt-dlp, ffmpeg, and Whisper, then hand it to Claude's multimodal Read (GitHub). It ships as an Agent Skill usable across 50+ agents: Claude Code, Codex, Cursor, Gemini...
A single markdown file. 56,000 stars. multica-ai/andrej-karpathy-skills gained 42,000 stars in one week, making it the fastest-growing repo I've tracked this year that isn't an actual software product. The file is derived from Karpathy's observations about LLM coding pitfalls....
sv-number/mcp-server advertises tools for Claude, Claude Code, Cline, Cursor, and Windsurf that order a private number, read the incoming SMS verification code, and hand it back. Pure star velocity, no contribution, which usually means people are bookmarking rather than buildi...
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