Run Memory
Checkpoint and resume for AI agent runs, so crashed runs pick up where they left off.
사용해야 할까요
품질 및 안전성
도구 정의와 프로토콜 준수에 대한 자동 분석을 기반으로 합니다.
컨텍스트 비용
이는 서버의 도구가 모델의 컨텍스트에 로드될 때마다 소비되는 대략적인 토큰 수입니다. 수치가 높을수록 다른 작업에 사용할 수 있는 주의가 줄어듭니다.
설치
원클릭 설치
`claude_desktop_config.json` 파일에 다음을 추가하세요:
{
"mcpServers": {
"memory": {
"url": "https://memory.cloudforbots.com/mcp"
}
}
}원격 엔드포인트
https://memory.cloudforbots.com/mcpstreamable-http할 수 있는 일
도구 목록
도구 (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.
입력 스키마
{
"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.
입력 스키마
{
"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.
입력 스키마
{
"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.
입력 스키마
{
"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.
입력 스키마
{
"type": "object",
"properties": {}
}커뮤니티
증거