MCP Memory agent skills for Claude Code, Cursor and RevampKey

3 ready-made playbooks that teach an AI agent how to do real MCP Memory work: which tools to call, what to check first, and when to stop and ask you.

Download RevampKey, free I have it: connect MCP Memory

Connect MCP Memory once and all 3 skills install themselves and stay up to date. Mac, Windows and Linux.

All 3 MCP Memory skills

Each skill is one job. You ask in plain words and the agent loads the skill that matches, then follows its steps.

Start hereAsks before writing12 MCP Memory tools

Use MCP Memory safely

Shows how the assistant works with MCP Memory: it confirms the domain, room or vault before reading or writing, and asks before any change to memory or room membership.

Use it when

You want to save a note to your personal memory or a shared room
You need to recall something from a specific domain or vault
You want to remove entries without clearing a whole domain by accident

Tools it uses

vault_list
memory_list_rooms
memory_write
memory_read
memory_list_recent
memory_create_room
memory_join_room
memory_invite_to_room
memory_feedback
memory_delete
memory_delete_domain
memory_stats

Example

Save the Q3 launch date to the shared room design-team, and check that I am a member first.

I checked your rooms and found design-team, where you are a member. Before I write, I need your yes: I will add 'Q3 launch: 14 September' to the shared room, which every member can see. Once you confirm, I will save it and report the entry was stored.

Use in RevampKeyRead the full skill →

Asks before writing6 MCP Memory tools

Recall what's stored and capture new facts

Checks what the memory store already holds on a topic, then saves only durable new facts without duplicating what is there. It asks before writing anything.

Use it when

You want to know whether a decision was already recorded before saving it again.
You need to save a stable preference or definition for later recall.
You are looking for the latest notes on a project from the last few weeks.

Tools it uses

memory_list_rooms
memory_join_room
vault_list
memory_read
memory_list_recent
memory_write

Example

What have we already stored about the release freeze? If it's not there, save that the payments service freeze starts 14 March 2025.

I searched the payments room with two phrasings and found one entry from 3 March saying the freeze starts 14 March 2025, agreed on the planning call. That already covers it, so I haven't written a duplicate. The entry is in the payments room, not your personal memory.

Use in RevampKeyRead the full skill →

Asks before writing7 MCP Memory tools

Curate your MCP Memory store with AI

Audits a memory store for stale, wrong and duplicate entries, flags them with feedback, and proposes removals. It asks before deleting anything.

Use it when

Your memory store has grown and you want to tidy it
You suspect some stored facts are out of date
You want to merge duplicate entries before they confuse recall

Tools it uses

vault_list
memory_list_rooms
memory_stats
memory_list_recent
memory_feedback
memory_delete
memory_delete_domain

Example

Audit my personal memory and tell me what can be cleaned up, but don't delete anything yet.

Your personal memory holds 120 entries. I reviewed the 40 most recent ones. Of these, 25 are still accurate, 10 are out of date and I have flagged them with feedback, and 5 overlap with other entries. I have listed the 5 duplicates as merge candidates for you to approve before anything is removed.

Use in RevampKeyRead the full skill →

Get all 3 without copying a file

RevampKey adds the skills when you connect MCP Memory, updates them for you and removes them when you disconnect.

Download RevampKey

How MCP Memory skills work

Connect MCP Memory
The MCP Memory MCP server gives the agent its tools.
Ask in plain words
“What have we already stored about the release freeze? If it's not there, save that the payments service freeze starts 14 March 2025.” Each SKILL.md says when it applies, so only the one that fits is loaded.
Approve any change
The agent calls the tools in order, checks its work, and shows you any change before it makes it.

How to install MCP Memory skills

In RevampKey the skills install themselves when you connect MCP Memory. In other tools each skill is one folder with a SKILL.md file, and you also need the MCP Memory MCP server connected there.

About 1 minute · nothing to copy

Download RevampKey for Mac, Windows or Linux and sign in.
Open Connectors and connect MCP Memory. All 3 skills come with it and stay up to date; they go away when you remove the connector.
Ask in plain language, for example “What have we already stored about the release freeze? If it's not there, save that the payments service freeze starts 14 March 2025.”
Download RevampKeyConnect MCP Memory · 1 click
Get RevampKey to connect MCP Memory
RevampKey is a free desktop app for Mac, Windows and Linux. Install it, sign in, and MCP Memory is one click away with its skills already attached.
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Not now? Use the skills in your current tool
for s in essentials memory-recall-and-capture memory-store-curation; do curl -fsSL --create-dirs -o .claude/skills/mcp-memory-$s/SKILL.md https://revampkey.com/marketplace/mcp-memory/skills/$s/SKILL.md done
Other tools

Into this project’s .claude/skills folder

Connect the MCP Memory MCP server in Claude Code.

Run this in your project folder to add all 3 skills:

for s in essentials memory-recall-and-capture memory-store-curation; do
  curl -fsSL --create-dirs -o .claude/skills/mcp-memory-$s/SKILL.md https://revampkey.com/marketplace/mcp-memory/skills/$s/SKILL.md
done

Ask in plain language, for example “What have we already stored about the release freeze? If it's not there, save that the payments service freeze starts 14 March 2025.”

Into the shared .agents/skills folder

Connect the MCP Memory MCP server in Cursor.

Run this in your project folder to add all 3 skills:

for s in essentials memory-recall-and-capture memory-store-curation; do
  curl -fsSL --create-dirs -o .agents/skills/mcp-memory-$s/SKILL.md https://revampkey.com/marketplace/mcp-memory/skills/$s/SKILL.md
done

Ask in plain language, for example “What have we already stored about the release freeze? If it's not there, save that the payments service freeze starts 14 March 2025.”

Into the shared .agents/skills folder

Connect the MCP Memory MCP server in Codex.

Run this in your project folder to add all 3 skills:

for s in essentials memory-recall-and-capture memory-store-curation; do
  curl -fsSL --create-dirs -o .agents/skills/mcp-memory-$s/SKILL.md https://revampkey.com/marketplace/mcp-memory/skills/$s/SKILL.md
done

Ask in plain language, for example “What have we already stored about the release freeze? If it's not there, save that the payments service freeze starts 14 March 2025.”

Into the shared .agents/skills folder

Connect the MCP Memory MCP server in VS Code.

Run this in your project folder to add all 3 skills:

for s in essentials memory-recall-and-capture memory-store-curation; do
  curl -fsSL --create-dirs -o .agents/skills/mcp-memory-$s/SKILL.md https://revampkey.com/marketplace/mcp-memory/skills/$s/SKILL.md
done

Ask in plain language, for example “What have we already stored about the release freeze? If it's not there, save that the payments service freeze starts 14 March 2025.”

RevampKey or copy the files?

In RevampKey

One click when you connect MCP Memory
Updated for you when a skill improves
Removed when you disconnect
The MCP server is set up for you
800+ other connectors, same way

Download free

Copy into your project

One command per project
Run it again to get updates
You connect the MCP Memory MCP server yourself
Works in Claude Code, Cursor, Codex and VS Code

See the command

MCP Memory skills FAQ

What is a MCP Memory agent skill?

A SKILL.md file: a short playbook an AI agent loads when your request matches it. Each MCP Memory skill describes one job, which MCP Memory tools to use in which order, what to check first and when to stop and ask you.

Do the MCP Memory skills change anything on their own?

The others tell the agent to show you the change and wait for a yes before it creates, edits or deletes anything in MCP Memory.

Which tools can use these skills?

Any agent that reads the open Agent Skills format: Claude Code, Cursor, Codex, VS Code with Copilot and RevampKey. In RevampKey they are attached when you connect MCP Memory; elsewhere you copy the folders into your project or skills directory.

Do I need the MCP Memory MCP server too?

Yes. The skills tell the agent how to do the work; the MCP Memory MCP server gives it the tools to do it. The MCP Memory MCP setup guide covers every client.

MCP Memory MCP server setup · This page as Markdown

Put MCP Memory’s best workflows in your agent

Download RevampKey, connect MCP Memory and ask your first question in about a minute.

Download RevampKey Connect MCP Memory · 1 click

All 3 MCP Memory skills

Use MCP Memory safely

Use it when

Tools it uses

Recall what's stored and capture new facts

Use it when

Tools it uses

Curate your MCP Memory store with AI

Use it when

Tools it uses

Get all 3 without copying a file

How MCP Memory skills work

How to install MCP Memory skills

RevampKey or copy the files?

In RevampKey

Copy into your project

MCP Memory skills FAQ

Put MCP Memory’s best workflows in your agent

Skills for related tools