AliceLJY

Recallnest

Name: Recallnest
Author: AliceLJY

Development community

SOURCE https://github.com/AliceLJY/recallnest

Description

One memory, every terminal. Shared memory layer for any MCP client — Claude Code, Codex, Kimi, Antigravity (agy). Hybrid retrieval, session continuity, 43 MCP tools. Local-first, LanceDB-backed.

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

README

RecallNest

**Shared Memory Layer for Every AI Client — CLI agents, desktop apps, your own scripts**

*One memory. Every client. Context that survives across windows — and across machines.*

A local-first memory system backed by LanceDB that turns scattered conversation history into reusable knowledge — shared across your coding agents, recalled automatically.

[![GitHub](https://img.shields.io/github/stars/AliceLJY/recallnest?style=social)](https://github.com/AliceLJY/recallnest) [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE) [![Runtime](https://img.shields.io/badge/Runtime-Bun_|_Node.js_22+-f9f1e1?logo=bun)](https://bun.sh) [![LanceDB](https://img.shields.io/badge/LanceDB-Vector+FTS-orange)](https://lancedb.com) [![MCP](https://img.shields.io/badge/MCP-44_tools-blue)](https://modelcontextprotocol.io) [![CI](https://github.com/AliceLJY/recallnest/actions/workflows/ci.yml/badge.svg)](https://github.com/AliceLJY/recallnest/actions/workflows/ci.yml) [![CC Plugin](https://img.shields.io/badge/Claude_Code-Plugin-blueviolet)](https://github.com/AliceLJY/recallnest)

**English** | [简体中文](README_CN.md) | [Roadmap](ROADMAP.md)

Why RecallNest?

Coding agents forget everything between windows. Your context — project configs, debugging decisions, entity mappings — is scattered across Claude Code, Codex, Kimi, Antigravity — and every other terminal you open — with no shared memory.

RecallNest solves this: **a single LanceDB-backed memory layer that your coding agents read and write**. Context stored in one window is auto-recalled in another. Sessions checkpoint on exit and resume on start. Memory decays, evolves, and self-organizes — not just raw log storage.

Who Can Connect

**The data layer does not know what your client looks like.** RecallNest exposes the same LanceDB store through three outlets, so the right one is picked per client — not per protocol.

| What your client can do | Route | Verifi