Run Memory
Checkpoint and resume for AI agent runs, so crashed runs pick up where they left off.
使うべきか
品質と安全性
ツール定義とプロトコルへの準拠に関する自動分析に基づいています。
コンテキストコスト
これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。
インストール
ワンクリックインストール
これを `claude_desktop_config.json` ファイルに追加してください:
{
"mcpServers": {
"memory": {
"url": "https://memory.cloudforbots.com/mcp"
}
}
}リモートエンドポイント
https://memory.cloudforbots.com/mcpstreamable-httpできること
ツール一覧
ツール（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.
入力スキーマ
{
"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.
入力スキーマ
{
"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.
入力スキーマ
{
"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.
入力スキーマ
{
"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.
入力スキーマ
{
"type": "object",
"properties": {}
}コミュニティ
エビデンス