MCP & AI Agent Integration

Mem
automation.

13 AI agent actions for Mem — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Mem to automate business processes and connect tools in your stack. Full governance, audit trail, and dry-run safety on every execution.

No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
13
actions
100%
governed
<200ms
latency
13
AI agent actions
5
Read operations
8
Write operations
3
High-risk actions (approval gated)
Business Tools Mem is a Business Tools integration — use it to automate business operations and workflow automation from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Mem.

Every action below is available as an MCP tool and a verb in Cerebral OS — callable from any AI agent, Claude, Cursor, Windsurf, or your own runtime via the BYOA API. All executions are governed, audited, and dry-run safe.

Get Collection
mem:get_collection
Fetch a single collection by ID with metadata and mem count.
Read Low risk
Get Mem
mem:get_mem
Fetch a single mem (note) by ID with full content and metadata.
Read Low risk
List Collections
mem:list_collections
List all collections with optional search and pagination.
Read Low risk
List Mems
mem:list_mems
List and search mems with filtering and pagination options.
Read Low risk
Search Mems
mem:search_mems
Search through mems using natural language or keyword queries.
Read Low risk
Add Mem To Collection
mem:add_mem_to_collection
Add an existing mem to a collection for better organization.
Write Medium risk
Create Collection
mem:create_collection
Create a new collection to organize mems.
Write Medium risk
Create Mem
mem:create_mem
Create a new mem (note) with content, collections, and tags.
Write Medium risk
Delete Collection
mem:delete_collection
Permanently delete a collection. Mems in the collection will not be deleted.
Write High risk
Delete Mem
mem:delete_mem
Permanently delete a mem. This action cannot be undone.
Write High risk
Remove Mem From Collection
mem:remove_mem_from_collection
Remove a mem from a collection. The mem itself is not deleted.
Write High risk
Update Collection
mem:update_collection
Update an existing collection's name, description, or visibility.
Write Medium risk
Update Mem
mem:update_mem
Update an existing mem's content, title, collections, tags, or status.
Write Medium risk
MCP & Runtime API

Call Mem
from any AI agent.

Any AI agent — Claude, Cursor, LangChain, AutoGen, or your own — can call Mem actions through the Cerebral OS Runtime API. Governance, credentials, and audit trail fire automatically.

mem:get_collection READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "mem:get_collection",
    "args": {},
    "execution_id": "agent-001"
  }'
mem:add_mem_to_collection WRITE
# Dry-run first — no production risk
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "mem:add_mem_to_collection",
    "args": {},
    "execution_id": "agent-001",
    "metadata": {"dryRun": true}
  }'
Get your Runtime API key at app.cerebralos.com/signup — 1,000 free executions, no credit card required.
AI agent examples

What your AI agent
can do with Mem.

Real patterns your AI agent can execute via MCP or the Runtime API. Every action governed, dry-run safe, and fully audited.

Trigger
AI agent needs Mem data
Call mem:get_collection via MCP or Runtime API
AI processes result and takes next action
Full execution logged to audit trail automatically
Trigger
Workflow needs to write to Mem
Dry-run validates mem:add_mem_to_collection before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Event in Mem
Process with AI agent
Take governed action
Log to audit trail
How it works

Every Mem action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Mem — adding governance, dry-run safety, and a full audit trail to every operation.

Governance first
Every verb carries a risk classification. High-risk writes require explicit approval gates before they execute in production.
Dry-run safe
Simulate any Mem action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Mem action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Connect with

Mem works best
alongside these.

Build multi-step workflows that connect Mem to the rest of your stack. All governed. All audited.

Mem integration

Start free.
No credit card required.

Start free with 1,000 runs — no credit card required. Connect Mem in minutes, dry-run every action before it touches production, full audit trail on everything.

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