ACMI MCP
16 tools for persistent agent memory via MCP.
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What it can do
- Acmi Profile: Create or update an entity profile in ACMI. Stores arbitrary JSON profile data for an entity (agent, thread, project, etc.).
- Acmi Signal: Update AI signals for an entity. Signals are mutable KV state (mood, priorities, scores, etc.) that changes frequently.
- Acmi Event: Log a timeline event for an entity. The workhorse tool — records timestamped events with source, kind, correlationId, and summary. Follows ACMI Communication Standard v1.1.
What data it sees
Do you need an account
An API key from the service settings is required
16 tools for persistent agent memory via MCP. Profiles, signals, timeline events, work items, and multi-agent coordination backed by Upstash Redis — for Claude Desktop, Cursor, Cline, Windsurf, and any MCP-compatible AI tool.
Server tool list (17)
Raw names from tools/list. Only developers need these.
| acmi_profile | Create or update an entity profile in ACMI. Stores arbitrary JSON profile data for an entity (agent, thread, project, etc.). |
| acmi_signal | Update AI signals for an entity. Signals are mutable KV state (mood, priorities, scores, etc.) that changes frequently. |
| acmi_event | Log a timeline event for an entity. The workhorse tool — records timestamped events with source, kind, correlationId, and summary. Follows ACMI Communication Standard v1.1. |
| acmi_get | Fetch complete entity context: profile + signals + recent timeline events (last 10). |
| acmi_list | List all entity IDs in a namespace. |
| acmi_work_create | Create a new work item (cross-session project, task, or idea). |
| acmi_work_event | Log a progress event on a work item. |
| acmi_work_signal | Update signals for a work item (progress, blockers, metrics, etc.). |
| acmi_work_get | Read a work item's full context: profile, signals, timeline (last 50), and sessions. |
| acmi_work_list | List all work item IDs. |
| acmi_cat | Multi-stream event merge view. Combines timeline events from multiple entities, sorted by timestamp. Supports --since filtering. |
| acmi_spawn | Log an agent session spawn event. Records when an agent starts a new session. |
| acmi_bootstrap | One-shot agent context bundle. Fetches everything a fresh agent session needs: profile, signals, active threads, rollup, recent timeline, and spawns. |
| acmi_active | Track agent thread engagement. Add/remove threads or list current active threads for an agent. |
| acmi_rollup_set | Set the latest rollup snapshot for an agent (acmi:agent:<id>:rollup:latest). Pairs with acmi_bootstrap which reads it. |
| acmi_delete | Delete an ACMI key. Refuses protected paths (acmi:registry:*, acmi:notion-sync:*) and any non-acmi:* key. Defaults to dry-run; pass confirm=true to actually delete. |
| acmi_search_semantic | Perform semantic search across fleet coordination history. Finds relevant past events, decisions, and work items based on natural language queries. Returns original ACMI correlationIds for linking. |