MMW (Managed Memory Workspace) — MCP connection kit
Connection guides and client configuration for — memory for AI agents you can trust.
Agenten stärken
Die eigene URL des Herausgebers. Kein PlugMCP-Endpunkt.
Host a copy with our keys and logs.
https://mcp.mmwhub.tech/mcpDie Claude-Schaltfläche oben öffnet Claude mit ausgefülltem Namen und ausgefüllter URL. Sie bestätigen dort noch.
claude mcp add --transport http io.github.msingatullin-mmw https://mcp.mmwhub.tech/mcpRun in a terminal.
{ "mcpServers": { "io.github.msingatullin-mmw": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mcp.mmwhub.tech/mcp" ] } }}claude_desktop_config.json
Remote-URL oder ein Befehl auf Ihrem Rechner? Worin sich die beiden Installationen unterscheiden
Auf PlugMCP ausführen
A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.
StartenUser documentation: https://docs.mmwhub.tech · Русская версия: README.ru.md
MMW is a memory server for the Model Context Protocol (MCP). Your agent (Claude, Codex, Cursor or any MCP client) stores facts, decisions and agreements in MMW and finds them again in later sessions. Memory is not tied to one model or one computer.
Every user has a personal space. Companies create organizations: units, roles, visibility rules and knowledge handover when someone leaves.
Components:
https://mcp.mmwhub.tech/mcp — MCP over Streamable HTTP, stateless (every request stands on its own), JSON responses, API key authentication.mmw-agent: connects your MCP client to the server over stdio and, only with your consent, uploads Claude Code and Codex session history.What MMW does not do:
remember, plus the sessions you explicitly allowed to upload.Memory is only useful if the agent can trust it. The dangerous failure is not forgetting — it is an agent confidently answering with an outdated fact. MMW is built around that:
fact_key that disagree are flagged conflict. Search returns the newest version first, older ones carry superseded_by. In the account, "Needs a decision" turns each dispute into one plain question — "which one is right?" — with the options side by side; "Help me decide" asks a language model to phrase the question (only on click). The person decides; nothing is overwritten silently.source_id is a file path, mmw-agent hashes the file itself; if the file changes, records from it come back stale.mmw_). It is shown once — store it in a password manager.mmw-agent (Claude Code, Claude Desktop, Cursor, Codex)Requirements: Python 3.11+ and uv (the uvx command). The agent is not published on PyPI; uvx fetches the wheel on first start:
https://app.mmwhub.tech/downloads/mmw-agent/mmw_agent-0.1.6-py3-none-any.whl
Claude Code
claude mcp add mmw \
-e MMW_API_KEY=mmw_your_key \
-e MMW_ENDPOINT=https://mcp.mmwhub.tech \
-- uvx --from https://app.mmwhub.tech/downloads/mmw-agent/mmw_agent-0.1.6-py3-none-any.whl mmw-agent
Or add the mcpServers.mmw block below to ~/.claude.json by hand.
Claude Desktop and Cursor — the same JSON block: for Claude Desktop in claude_desktop_config.json (Settings → Developer → Edit config), for Cursor in ~/.cursor/mcp.json.
{
"mcpServers": {
"mmw": {
"command": "uvx",
"args": [
"--from",
"https://app.mmwhub.tech/downloads/mmw-agent/mmw_agent-0.1.6-py3-none-any.whl",
"mmw-agent"
],
"env": {
"MMW_API_KEY": "mmw_your_key",
"MMW_ENDPOINT": "https://mcp.mmwhub.tech"
}
}
}
}
Codex — ~/.codex/config.toml:
[mcp_servers.mmw]
command = "uvx"
args = ["--from", "https://app.mmwhub.tech/downloads/mmw-agent/mmw_agent-0.1.6-py3-none-any.whl", "mmw-agent"]
env = { MMW_API_KEY = "mmw_your_key", MMW_ENDPOINT = "https://mcp.mmwhub.tech" }
After a restart the client shows remember, search, forget, validate_memory, gateway_call and mmw_sync_status.
Check from a terminal:
MMW_API_KEY=mmw_your_key MMW_ENDPOINT=https://mcp.mmwhub.tech \
uvx --from https://app.mmwhub.tech/downloads/mmw-agent/mmw_agent-0.1.6-py3-none-any.whl mmw-agent status
The agent forwards every call to the server, so the client sees the full list of server tools. If the server is unreachable at start-up, the client does not fail: the agent answers locally and connects when the server is back.
https://mcp.mmwhub.tech/mcpThe local agent does not run in the web app, so session sync is not available there.
If your client (for example VS Code or another MCP client) supports remote MCP servers over Streamable HTTP, connect without the agent:
{
"mcpServers": {
"mmw": {
"url": "https://mcp.mmwhub.tech/mcp",
"headers": { "Authorization": "Bearer mmw_your_key" }
}
}
}
The exact key names (url, headers) differ between clients; check your client's MCP documentation. Session sync and mmw_sync_status are only available through mmw-agent.
Integrations connected to a project (for example github_readonly) may also appear as tools, but only for keys of that project.
rememberThe X-Idempotency-Key header makes retries safe: the same key with the same content returns the same record.
searchReturns records with source, confidence, status (unverified, stale, conflict), derived_from and graph links (graph_relations). The newest record of a fact_key ranks first; older versions carry superseded_by. A summary inherits conflict or stale from its source records.
forgetmemory_id deletes one record; source_id deletes every record of that source. Deleted records leave search and graph links; the deletion is kept for audit. In an organization you can only delete what you can see.
validate_memorysource_id and current_source_hash: how many records of the source were checked, which are stale and which conflict.
gateway_callserver, tool, arguments: calls a tool of a connected integration on behalf of the project. Integration secrets stay on the server and never reach the agent. Integrations are enabled in the account under MCP Gateway.
mmw-agent only)mmw-agent consent in a terminal: the agent shows how many sessions it found and asks for permission. A model or a script cannot give consent. Stop at any time with mmw-agent revoke.Session history volume by plan (newest sessions first; counted on the cleaned text):
Organizations are activated by the MMW team: contact [email protected].
Organizations: $18 per seat per month, or $14 per seat per month billed yearly; minimum 5 seats. People who left and contractors whose term ended take no seat. Pilot: 14 days, up to 10 seats.
When a limit is reached, writes are refused with a clear error; reading keeps working.
connect.sh, connect.ps1)The scripts write a direct remote connection (url + Authorization header) into your client configuration and can verify it with --verify. They do not install mmw-agent and do not enable session sync. Default endpoint: https://mcp.mmwhub.tech/mcp.
# macOS / Linux — preview first
MMW_CREDENTIAL='mmw_your_key' ./connect.sh --client cursor --dry-run
MMW_CREDENTIAL='mmw_your_key' ./connect.sh --client cursor --verify
# Windows (PowerShell)
$env:MMW_CREDENTIAL='mmw_your_key'
.\connect.ps1 -Client cursor -Verify
Warning — read before running connect.sh:
--client, it configures every client it detects on the machine.--client codex overwrites ~/.codex/config.toml entirely with a single [mcp_servers.mmw] block; any other Codex settings in that file are lost. Back the file up first, or add the Codex block from the Quickstart by hand.--client claude also appends an "MMW Omnipresent Memory" instruction block to ~/.claude/CLAUDE.md (if that file exists and does not already contain it), and, if mmw_proxy.py is found, registers it in Claude Code CLI as a stdio server.~/.config/mmw/credential (mode 600) and written in plain text into the client configuration files.--uninstall deletes the generated client configuration files (not just the mmw entry) and the stored key.connect.ps1 writes the client configuration file for the chosen client from scratch and, for Codex, only prints the block to add.
mmw_proxy.pymmw_proxy.py is an earlier local stdio proxy with a local SQLite spool. It is legacy and no longer maintained: it exposes only remember, search, forget and spool_status, does not support validate_memory, gateway_call or session sync. Use mmw-agent instead.
MIT, see LICENSE.
One memory for AI agents in Claude Code, Cursor, Codex and ChatGPT that flags conflicting facts.
{ "mcpServers": { "io.github.msingatullin-mmw": { "url": "https://mcp.mmwhub.tech/mcp", "headers": {} } }}Tools
Noch keine Tool-Liste. Remote-Server erhalten eine nach dem ersten Health-Check.
FAQ
Kopieren Sie auf dieser Seite die http-Konfiguration für Cursor, Claude Desktop, Claude Code oder VS Code. Sie nutzt die Installation des Herausgebers, keinen PlugMCP-Proxy.
In diesem Eintrag ist keine erforderliche Umgebungsvariable aufgeführt.
MMW Managed Memory Workspace wird über HTTP erreicht.
Zuletzt geprüft: 2026-11-10. One memory for AI agents in Claude Code, Cursor, Codex and ChatGPT that flags conflicting facts.