Run Memory
Checkpoint and resume for AI agent runs, so crashed runs pick up where they left off.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"memory": {
"url": "https://memory.cloudforbots.com/mcp"
}
}
}Remote endpoints
https://memory.cloudforbots.com/mcpstreamable-httpWhat it can do
Tool inventory
Tools (5)
🟡save_checkpoint(run_id, step, state, done)
Call after each completed step with the state you would need to continue (cursor, ids done, partial results; up to 256 KB JSON). Pro saves it (last 20 per run, kept 30 days). Free watch-only saves nothing and returns would_save: exactly what would have been stored. Never put passwords or API keys in state.
Input Schema
{
"type": "object",
"properties": {
"run_id": {
"type": "string",
"description": "A stable id for this job that survives a crash, e.g. \"invoice-import-oct\". Use the same id when you restart."
},
"step": {
"type": "string",
"description": "The step you just finished, e.g. \"imported page 3 of 10\"."
},
"state": {
"type": "object",
"description": "JSON state needed to resume."
},
"done": {
"type": "array",
"items": {
"type": "string"
},
"description": "Optional list of completed item ids, so a resume skips them."
}
},
"required": [
"run_id",
"step",
"state"
]
}⚪resume(run_id)
Call FIRST when a run starts. If a checkpoint exists for run_id (Pro), returns the last step, state and done list: continue from there and skip finished work. If none, start fresh.
Input Schema
{
"type": "object",
"properties": {
"run_id": {
"type": "string",
"description": "A stable id for this job that survives a crash, e.g. \"invoice-import-oct\". Use the same id when you restart."
}
},
"required": [
"run_id"
]
}🟢list_checkpoints(run_id)
List recent checkpoints (step, size, time) for one run or all runs on your key.
Input Schema
{
"type": "object",
"properties": {
"run_id": {
"type": "string",
"description": "A stable id for this job that survives a crash, e.g. \"invoice-import-oct\". Use the same id when you restart."
}
}
}🟢weekly_report
Draft a plain-English report of the last 7 days: runs, checkpoints saved (Pro) or that would have been saved (free). Read-only; sends nothing.
Input Schema
{
"type": "object",
"properties": {}
}🟢usage_and_upgrade
Show today's usage for your key or IP and the $49/month All Access upgrade link (cloudforbots.com/offer). Free tier: 500 calls/day. Not metered.
Input Schema
{
"type": "object",
"properties": {}
}Community
Evidence