Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
One shared, versioned memory for Claude Code, Cursor, Codex and every MCP agent. Local and offline.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
MAKE0_BRAIN_HOME, OPENAI_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"brain-oss": {
"command": "npx",
"args": [
"-y",
"@make0-ai/brain"
],
"env": {
"MAKE0_BRAIN_HOME": "your-value",
"OPENAI_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add brain-oss --env MAKE0_BRAIN_HOME=your-value --env OPENAI_API_KEY=your-value -- npx -y @make0-ai/brainFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"brain-oss": {
"command": "npx",
"args": [
"-y",
"@make0-ai/brain"
],
"env": {
"MAKE0_BRAIN_HOME": "your-value",
"OPENAI_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"brain-oss": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@make0-ai/brain"
],
"env": {
"MAKE0_BRAIN_HOME": "your-value",
"OPENAI_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
MAKE0_BRAIN_HOME envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account make0-official, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: OPENAI_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.3.1) reached the registry 5 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
One AI memory for every agent you use. Claude Code, Claude Desktop, Cursor, Codex, Windsurf, VS Code, Gemini CLI, Hermes Agent, and OpenClaw all read and write the same memory, and every change is versioned.
A local-first, open-source AI memory server for MCP. After a one-time model download it runs offline with no API key, keeps everything in one SQLite file on your machine, and speaks the same 7 tools as the hosted Make0 Brain. It can also start full: one command imports the sessions 41 coding agents already keep on disk.
Make0 · SWE-ContextBench results · LongMemEval results
npx @make0-ai/brain init
Only using Cursor or VS Code? These buttons add the server to that one app. Run init too if you want it to download the models up front and write the custom instruction.
Every agent keeps its own memory. Claude has CLAUDE.md, Cursor has rules, Codex has AGENTS.md, ChatGPT has its memory page. You end up explaining your stack, your preferences, and last week's decisions again in each one, and the copies drift apart.
Make0 Brain is one memory that all of them share:
1. Connect your agents.
npx @make0-ai/brain init
init finds Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Codex CLI, Gemini CLI, Hermes Agent, and OpenClaw. When more than one is installed, it shows a checklist of them, all ticked; untick any you want to leave out. Pass --clients to choose up front, or --yes to configure every detected agent without asking. It then shows what it will change, asks once, keeps a .make0-backup of each config file, and adds Make0 Brain to each chosen app. It downloads the two local models (about 50 MB, once) with a progress bar, so your first question to an agent doesn't wait on a download. Restart the apps afterwards.
Connecting the server is not enough. The agent also needs a custom instruction so it searches Brain before answering and saves lasting facts there. init writes this into the global rules file for Claude Code (~/.claude/CLAUDE.md), Codex (~/.codex/AGENTS.md), Gemini (~/.gemini/GEMINI.md), and Windsurf. Cursor, Claude Desktop, VS Code, Hermes Agent, and OpenClaw keep rules in settings or a persona file, so init prints the same text for you to paste:
Make0 Brain is my source of truth for durable memory. Always search it before answering about me, my work, people, preferences, or past decisions. Save lasting facts and decisions to Brain. Never guess or invent memories. Use Brain exclusively for durable memory.
| App | Where it goes |
|---|---|
| Claude Code | ~/.claude/CLAUDE.md, written by init |
| Codex CLI | ~/.codex/AGENTS.md, written by init |
| Gemini CLI | ~/.gemini/GEMINI.md, written by init |
| Windsurf | Global rules, written by init |
| Cursor | Settings → Rules → User Rules. Paste it. |
| Claude Desktop | Settings → Profile → personal preferences. Paste it. |
| VS Code | .github/copilot-instructions.md in the repo. Paste it. |
| Hermes Agent | ~/.hermes/SOUL.md. Paste it. |
| OpenClaw | ~/.openclaw/workspace/AGENTS.md. Paste it. |
Skip the rule with init --no-rules.
2. Bring in the context you already have.
npx @make0-ai/brain import --detect # CLAUDE.md, AGENTS.md, Cursor/Windsurf/Copilot rules
npx @make0-ai/brain import --sessions # past sessions from 41 coding agents, one digest each npx @make0-ai/brain import ~/Documents/MyVault # an Obsidian vault or any Markdown folder pbpaste | npx @make0-ai/brain import - # e.g. a memory dump copied from ChatGPT
import on its own asks what to import. The details are under Import and export.
3. Look at it.
npx @make0-ai/brain view
The viewer opens on 127.0.0.1 with every brain, how many memories each holds, and what your apps retrieved and added this week.
Models live in ~/.make0/models and data in ~/.make0/brain.db. If you skip init (or pass --no-models), the first save or search downloads the models instead.
Typed in a terminal, npx @make0-ai/brain opens a menu: connect agents, import sessions or notes, open the viewer, create a brain, choose which brains an app can use, export, restore an archived memory, or show stats. Any command run without its arguments asks for them the same way, one step at a time, with arrow keys, checkboxes, and a default on Enter. Ctrl+C cancels without changing anything.
Scripts and MCP clients are unaffected. Passing the arguments, adding --yes, or running without a terminal skips every question, and MCP clients, which start the server without a terminal, get the server as before. make0-brain serve starts the server even in a terminal.
Restart the apps you connected, then check that a memory written by one agent reaches another:
add_memory.search_brain and answer "mango" without being told.npx @make0-ai/brain view, open the personal brain, and click the memory. It shows Added by Cursor and a version timeline.Delete the test memory in the viewer when you are done. If step 1 or 2 doesn't call a Brain tool, the app is missing the custom instruction above (Cursor, Claude Desktop, and VS Code need it pasted) or wasn't restarted. Run npx @make0-ai/brain agents to confirm the app can use the personal brain.
Your coding agents already keep every session on disk. One command reads that history from 41 agents and saves each session as a memory, filed under its project, so the next agent can find what was asked, decided, changed, and broken last time. No API key and no model are needed.
npx @make0-ai/brain import --sessions # pick agents and a brain step by step
npx @make0-ai/brain import --sessions --agent cursor,codex # only these agents npx @make0-ai/brain import --list-agents # agent ids and names
Claude Code Codex Cursor VS Code Copilot Chat Copilot CLI <
Only the beginning is shown; read the rest in the repo