Model-Neutral AI Brain
Why model-neutrality matters#
The vendor lock-in problem: memory stored inside the model provider (Anthropic, OpenAI) is inaccessible the moment you switch tools. Your team's hard-won knowledge vanishes.
cachly's approach: your Brain lives in a neutral Redis/Valkey store you control. Any MCP-compatible client can connect with the same ID and the same lessons, with zero migration.
Seven supported clients, one Brain#
| Client | MCP key | Config path |
|---|---|---|
| Claude Code | mcpServers |
~/.claude/settings.json |
| Cursor | mcpServers |
~/.cursor/mcp.json |
| Windsurf | mcpServers |
~/.windsurf/mcp.json |
| GitHub Copilot | servers |
.vscode/mcp.json |
| Cline | mcpServers |
cline_mcp_settings.json |
| Zed | context_servers |
~/.config/zed/settings.json |
| Continue | mcpServers |
~/.continue/config.json |
One command, all editors#
autopilot detects every installed editor and writes the correct config for each one, with your Brain ID pre-filled.
npx @cachly-dev/mcp-server@latest autopilotAlready configured one client? Run autopilot again — it adds the missing ones without touching your existing setup.
What travels with you across clients#
| Data | Model-neutral? |
|---|---|
Lessons (learn_from_attempts) |
Full access in all clients |
Memory Crystals (memory_crystalize) |
Full access in all clients |
Causal Knowledge Graph (brain_predict) |
Full access in all clients |
Team lessons (team_learn / team_confirm) |
Full access in all clients |
| Domain Brain Marketplace installs | Full access in all clients |
Session handoffs (session_handoff) |
Full access in all clients |
| Cross-author collaboration graph | Full access in all clients |
| Model weights / chat history | Not stored by cachly |
Verify with brain_portability()#
Run it inside any connected client. It returns your Brain ID and ready-to-paste config blocks for all seven clients — living proof that your Brain isn't tied to the model you happen to be using right now.
brain_portability()
→ Brain ID: a3f7c...
→ 7 compatible clients
→ Config blocks for: Claude Code, Cursor, Windsurf,
GitHub Copilot, Cline, Zed, Continue
→ Model-neutral data: lessons ✅ crystals ✅ predictions ✅
Related#
Read MCP Integration for the full setup flow, or Agents SDK for connecting autonomous frameworks like LangChain and CrewAI to the same Brain.