ACMI MCP

16 tools for persistent agent memory via MCP.

CommunityOnlineAPI key requiredGlobalFreeRead-only

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.

How to connect

How to connect ACMI MCP to Claude

The server address to paste into Claude settings:

https://acmi-mcp--madezmediapartners.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect ACMI MCP to ChatGPT

The server address to paste into ChatGPT settings:

https://acmi-mcp--madezmediapartners.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect ACMI MCP to Cursor

The server address to paste into Cursor settings:

https://acmi-mcp--madezmediapartners.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (17)

Raw names from tools/list. Only developers need these.

acmi_profileCreate or update an entity profile in ACMI. Stores arbitrary JSON profile data for an entity (agent, thread, project, etc.).
acmi_signalUpdate AI signals for an entity. Signals are mutable KV state (mood, priorities, scores, etc.) that changes frequently.
acmi_eventLog 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_getFetch complete entity context: profile + signals + recent timeline events (last 10).
acmi_listList all entity IDs in a namespace.
acmi_work_createCreate a new work item (cross-session project, task, or idea).
acmi_work_eventLog a progress event on a work item.
acmi_work_signalUpdate signals for a work item (progress, blockers, metrics, etc.).
acmi_work_getRead a work item's full context: profile, signals, timeline (last 50), and sessions.
acmi_work_listList all work item IDs.
acmi_catMulti-stream event merge view. Combines timeline events from multiple entities, sorted by timestamp. Supports --since filtering.
acmi_spawnLog an agent session spawn event. Records when an agent starts a new session.
acmi_bootstrapOne-shot agent context bundle. Fetches everything a fresh agent session needs: profile, signals, active threads, rollup, recent timeline, and spawns.
acmi_activeTrack agent thread engagement. Add/remove threads or list current active threads for an agent.
acmi_rollup_setSet the latest rollup snapshot for an agent (acmi:agent:<id>:rollup:latest). Pairs with acmi_bootstrap which reads it.
acmi_deleteDelete 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_semanticPerform 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.