Products

Two things, built on the same research.

An agent that does the work, and the memory layer underneath it. They are useful separately and they are designed to compose.

0xCopilot ↗

Available

desktop agent · open source · macOS & Windows

A local-first desktop agent. Give it an outcome and it plans the work, moves through your files and connected tools, and stops for your approval before anything important leaves the building.

Runs where your work is

Files, spreadsheets, connected services. Not a chat box that hands you instructions to carry out yourself.

Approval gates

Anything consequential stops and waits. You see the action before it happens, not after.

Replayable runs

Every run is a record you can re-open, inspect step by step, and hand to someone else.

Your keys, your machine

Bring your own provider key. Nothing is routed through us.

Source

Open

Keys

BYOK

Platforms

macOS · Windows

copilot.kleosresearch.xyz ↗

Kaleidoscope ↗

Early access

local agent memory · CLI + MCP · macOS & Linux

One local memory that coding agents and application frameworks can share. Kaleidoscope exposes a developer-friendly CLI and a two-tool stdio MCP server while its proprietary engine remains a source-free native binary on your machine.

One memory across tools

Codex, Claude Code, Cursor, OpenCode, and application frameworks use the same local profile.

Built for developers

Start with the CLI, or connect LangGraph, OpenAI Agents SDK, CrewAI, and other MCP hosts through the MCP server.

Local native runtime

The proprietary memory engine ships as one source-free native binary for your platform. Its source is not in the package.

Small agent contract

Agents receive exactly two MCP tools: search and remember. Account and operator work stays outside the model-facing surface.

Interfaces

CLI · MCP

Platforms

macOS · Linux

Status

On npm · needs a key

Developer quickstart

Kaleidoscope installs from npm on macOS and Linux, on arm64 and x86_64, with Node.js 18 or newer. It needs a key to run: email contact@kleosresearch.xyz and we will send you one. There is no Python package yet.

npm install -g @kleos-research/kaleidoscope

How they fit together

0xCopilot is an agent. Kaleidoscope is what an agent remembers. You can run the agent without the memory layer, and you can point the memory layer at an agent we did not build — that is the whole reason it is harness-neutral rather than a feature.

Keeping them separate is a research position as much as a product one. If memory only ever ran inside our own agent, we could not measure whether it helps, because we would have nothing to compare it against.