MCP & AI Agent Integration

Llama Ai
automation.

10 AI agent actions for Llama Ai — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Llama Ai to send alerts, post updates, and coordinate team actions based on triggers. 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
10
actions
100%
governed
<200ms
latency
10
AI agent actions
4
Read operations
6
Write operations
2
High-risk actions (approval gated)
Communication Llama Ai is a Communication integration — use it to automate messaging, notifications, and team collaboration from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Llama Ai.

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 Fine Tune
llama_ai:get_fine_tune
Get detailed information about a specific fine-tuning job.
Read Low risk
Get Model
llama_ai:get_model
Get detailed information about a specific Llama AI model.
Read Low risk
List Fine Tunes
llama_ai:list_fine_tunes
List fine-tuning jobs with their status and details.
Read Low risk
List Models
llama_ai:list_models
List all available Llama AI models with their capabilities and pricing.
Read Low risk
Cancel Fine Tune
llama_ai:cancel_fine_tune
Cancel a running fine-tuning job. Cannot be undone.
Write High risk
Create Chat Completion
llama_ai:create_chat_completion
Generate chat completion using a Llama AI chat model.
Write Medium risk
Create Completion
llama_ai:create_completion
Generate text completion using a Llama AI model.
Write Medium risk
Create Embedding
llama_ai:create_embedding
Create embeddings for text using a Llama AI embedding model.
Write Medium risk
Create Fine Tune
llama_ai:create_fine_tune
Create a new fine-tuning job to customize a Llama AI model.
Write Medium risk
Delete Fine Tuned Model
llama_ai:delete_fine_tuned_model
Delete a fine-tuned model. This action cannot be undone.
Write High risk
MCP & Runtime API

Call Llama Ai
from any AI agent.

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

llama_ai:get_fine_tune READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "llama_ai:get_fine_tune",
    "args": {},
    "execution_id": "agent-001"
  }'
llama_ai:cancel_fine_tune 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": "llama_ai:cancel_fine_tune",
    "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 Llama Ai.

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 Llama Ai data
Call llama_ai:get_fine_tune 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 Llama Ai
Dry-run validates llama_ai:cancel_fine_tune before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Message or alert triggered
Route to right channel
Notify relevant team
Log to audit trail
How it works

Every Llama Ai action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Llama Ai — 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 Llama Ai action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Llama Ai action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Connect with

Llama Ai works best
alongside these.

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

Llama Ai integration

Start free.
No credit card required.

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

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