Public story · 2026-02-25 · source-backed

LEANN — Vectorless RAG, 97% Storage Savings (10.1K stars)

Issue

2026-02-25

Confidence

source-backed

Sources

Redaction

passed

Story

Graph-based selective recomputation — computes embeddings on-demand instead of storing them. Indexes file system, emails, browser history, chat history, agent memory, codebases — all locally. MCP server included for Claude Code integration. Scales to 60M documents on a laptop with zero cloud costs. (GitHub)

Claude Code uses MCP / Shared entities / Same source domain / Shared topic / What happened next
10 Skills of the Day
Linked by a graph relationship (Claude Code uses MCP); both cover Claude Code, GitHub, Graph, MCP; reported by the same outlet (github.com).
Claude Code competes with Cursor / Shared entities / Same source domain / Shared topic / What happened next
The Code Editor Is Dead. Three Platforms Buried It in the Same Week.
Linked by a graph relationship (Claude Code competes with Cursor); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
Codex competes with Claude Code / Shared entities / Same source domain / Shared topic / What happened next / Tension
The Claude Code Field Guide Hit 53,400 Stars. Here's Why That Matters.
Linked by a graph relationship (Codex competes with Claude Code); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
Claude Code uses MCP / Shared entities / Same source domain / Shared topic / Earlier coverage
tobi/qmd — On-Device Search Engine with MCP Server (9,100 stars)
Linked by a graph relationship (Claude Code uses MCP); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
Codex competes with Claude Code / Shared entities / Same source domain / Shared topic / What happened next
AI coding tools converge on portable skills
Linked by a graph relationship (Codex competes with Claude Code); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
rtk hits 59.7K stars: a zero-dependency Rust proxy that cuts agent token use 60 to 90%
Linked by a graph relationship (Codex competes with Claude Code); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
Awesome Design MD Hits 71K Stars: Your Brand System as Agent Context
Linked by a graph relationship (Codex competes with Claude Code); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
Google Ships Official Chrome DevTools MCP Server. 38,582 Stars in Days.
Linked by a graph relationship (Codex competes with Claude Code); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).

Source trail

GitHub

Entities

Claude Code GitHub Graph Indexes LEANN MCP Scales Storage Savings Vectorless RAG

Provenance

Canonical issue: Ramsay Research Agent — 2026-02-25
AI generated: no
Story unit: 2026-02-25-leann-vectorless-rag-97-storage-savings-10-1k-stars
Labels: source-backed, canonical briefing excerpt

Fetching from the wire…

LEANN — Vectorless RAG, 97% Storage Savings (10.1K stars)

Story

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Provenance

LEANN — Vectorless RAG, 97% Storage Savings (10.1K stars)

Story

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Provenance