MCP & AI Agent Integration

Symbl AI
automation.

22 AI agent actions for Symbl AI — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Symbl AI to chain AI operations, process data, and build multi-model pipelines. 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
22
actions
100%
governed
<200ms
latency
22
AI agent actions
13
Read operations
9
Write operations
1
High-risk actions (approval gated)
AI & ML Symbl AI is a AI & ML integration — use it to automate AI model calls, data processing, and ML pipelines from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Symbl 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 Action Items
symbl_ai:get_action_items
Get a list of all the action items generated from the conversation. See the doc here
Read Low risk
Get Analytics
symbl_ai:get_analytics
Get a list of metrics and member analytics (speaker ratio, talk time, silence, pace and overlap) from the conversation. See the doc here
Read Low risk
Get Conversation
symbl_ai:get_conversation
Get the conversation metadata (meeting name, member(s) name, member(s) email, start and end time, meeting type and meeting Id). See the doc here
Read Low risk
Get Conversations
symbl_ai:get_conversations
Get a list of all conversations. See the doc here
Read Low risk
Get Entities
symbl_ai:get_entities
Get a list of the extracted entities (custom, location, person, date, number, organization, datetime, daterange etc.) from the conversation. See the doc here
Read Low risk
Get Follow-Ups
symbl_ai:get_follow_ups
Get a list of all the follow-ups generated from the conversation. See the doc here
Read Low risk
Get Job Status
symbl_ai:get_job_status
Get the status of an Async job request. See the doc here
Read Low risk
Get Members
symbl_ai:get_members
Get a list of all the members from the conversation. See the doc here.
Read Low risk
Get Questions
symbl_ai:get_questions
Get a list of requests for information or explicit questions recognized during the conversation. See the doc here
Read Low risk
Get Speech to Text
symbl_ai:get_speech_to_text
Get a list of all the messages in a conversation. See the doc here
Read Low risk
Get Summary
symbl_ai:get_summary
Get a summary of important contextual messages in a conversation. See the doc here
Read Low risk
Get Topics
symbl_ai:get_topics
Get a list of all the topics generated from the conversation. See the doc here
Read Low risk
Get Trackers
symbl_ai:get_trackers
Get a list of the detected trackers in the conversation. See the doc here.
Read Low risk
Delete Conversation
symbl_ai:delete_conversation
Permanently deletes the conversation and all related entities such as messages, insights, topics, etc. See the doc here.
Write High risk
Submit Audio URL
symbl_ai:post_audio_url
Submit an Audio file by providing the URL for processing. See the doc here.
Write Medium risk
Create Formatted Transcript
symbl_ai:post_formatted_transcript
Create formatted transcript from the Conversation. See the doc here.
Write Medium risk
Submit Trackers and Analytics Summary User Interface
symbl_ai:post_trackers_analytics_ui
The Trackers and Analytics Summary UI provides users the ability to interact with the Symbl elements (Transcripts, Questions, Follow-Ups, Action Items, etc.) from a audio conversation. See the doc here.
Write Medium risk
Submit Video Summary User Interface
symbl_ai:post_video_summary_ui
The Video Summary UI provides users the ability to interact with the Symbl elements (Transcripts, Questions, Follow-Ups, Action Items, etc.) from a video conversation. See the doc here
Write Medium risk
Submit Video URL
symbl_ai:post_video_url
Submit a Video file by providing the URL for processing. See the doc here.
Write Medium risk
Update Conversation
symbl_ai:put_conversation
Update an existing Conversation object with metadata information. See the doc here.
Write Medium risk
Update Member
symbl_ai:put_member
Update an existing Conversation Member object. See the doc here.
Write Medium risk
Update Speaker Events
symbl_ai:put_speaker_events
Update the Speaker Events of the Conversation. See the doc here.
Write Medium risk
MCP & Runtime API

Call Symbl AI
from any AI agent.

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

symbl_ai:get_action_items READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "symbl_ai:get_action_items",
    "args": {},
    "execution_id": "agent-001"
  }'
symbl_ai:delete_conversation 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": "symbl_ai:delete_conversation",
    "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 Symbl 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 Symbl AI data
Call symbl_ai:get_action_items 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 Symbl AI
Dry-run validates symbl_ai:delete_conversation before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Event in Symbl AI
Process with AI agent
Take governed action
Log to audit trail
How it works

Every Symbl AI action
governed end-to-end.

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

Symbl AI works best
alongside these.

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

Symbl AI integration

Start free.
No credit card required.

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

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