Ruflo
Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.
Description from the maker (original English)
Persistent memory for AI agents across Claude, ChatGPT and any MCP client.
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.
Passed 3/4 checks · What you ask goes through the maker’s server (agent-memory-api.vercel.app)
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude · about 2 min
No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1
CustomizeConnectors
Copy each value into the field with the same name in Claude, then click Continue
Mifactory Agent Memoryhttps://agent-memory-api.vercel.app/mcpLeave Authentication as Claude detected it, then click Add
+ConnectorsMifactory Agent Memory
Use Mifactory Agent Memory and tell me what you can do for me, then show me one thing✓ If Claude says it is using Mifactory Agent Memory or shows a Mifactory Agent Memory tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with ChatGPT on business plans only
ChatGPT Business, Enterprise or Edu on the web, added by a workspace admin or owner · On Free, Plus or Pro: your ChatGPT plan cannot connect MCP yet
Plugins+Add custom MCP server
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Mifactory Agent Memoryhttps://agent-memory-api.vercel.app/mcpStart a new chat and pick Mifactory Agent Memory from your plugins before typing
Use Mifactory Agent Memory and tell me what you can do for me, then show me one thing✓ If ChatGPT says it is using Mifactory Agent Memory or shows a Mifactory Agent Memory tool in the answer, you are connected
Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Claude Code · about 2 min
No key, nothing to install
Mac: press Command+Space and type Terminal · Windows: open PowerShell
claude mcp add --transport http mifactory-agent-memory https://agent-memory-api.vercel.app/mcpYou should see Mifactory Agent Memory listed as connected
Use Mifactory Agent Memory and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Mifactory Agent Memory or shows a Mifactory Agent Memory tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor · about 2 min
No key, nothing to install
Use Mifactory Agent Memory and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Mifactory Agent Memory or shows a Mifactory Agent Memory tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code · about 2 min
No key, nothing to install
Use Mifactory Agent Memory and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Mifactory Agent Memory or shows a Mifactory Agent Memory tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
Address for apps that connect over the web
https://agent-memory-api.vercel.app/mcpJSON settings are under “For developers” below
Claude Code
claude mcp add --transport http mifactory-agent-memory https://agent-memory-api.vercel.app/mcpCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"mifactory-agent-memory": {
"url": "https://agent-memory-api.vercel.app/mcp"
}
}
}VS Code (mcp.json)
{
"servers": {
"mifactory-agent-memory": {
"type": "http",
"url": "https://agent-memory-api.vercel.app/mcp"
}
}
}These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Tool names and descriptions exactly as the server reported them on Nov 11, 2026. The maker wrote them, not us; we show them as plain text.
memory_writeWrite to agent memory
memory_readRead from agent memory
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 11, 2026
The registry name was verified with the GitHub account mifactory-bot, which owns the repo
Code last changed 7 months ago, more than 6 months ago
We have not read this repo from GitHub yet
Responded in 225 ms (HTTP 200)
No sign-in needed
Read 2 tool descriptions and found no hidden instructions to the AI
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Posts here are written by users, not the PopNx team.
No reviews yet
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 4 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed 7 months ago, and the latest version (1.3.1) reached the registry 7 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT Business and above.
In the same category: Ruflo, Context7, Metabase
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
No README found in the repo