What files can I process with this MCP?

You can process text payloads, audio files, and video files to extract insights.

Which AI clients can use Symbl.ai?

You can use this MCP with Claude, Cursor, Windsurf, VS Code, or any other MCP-compatible client.

How do I get action items from a meeting?

After processing a conversation, your agent can use the get_action_items capability with the conversation ID to retrieve them.

Can I track specific keywords?

Yes, you can use the create_tracker capability to monitor for specific keywords or phrases.

Do I need to build my own NLP models?

No, this MCP uses Symbl.ai to handle the natural language processing for you.

How do I get a summary of a processed conversation?

Use the get_summary capability by providing the specific Conversation ID. The agent will return a structured summary of the key points discussed.

Can I detect specific keywords in my audio or text files?

Yes! Use the create_tracker capability to define a list of keywords or phrases. Symbl.ai will then monitor and detect these within your processed conversations.

What insights can I extract from a conversation ID?

You can use get_topics, get_action_items, get_follow_ups, and get_questions to retrieve specific intelligence layers from any previously processed media.

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Connect Symbl.ai to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn raw meetings and calls into structured data for your agent.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 9 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-03

3 capabilities in this set.

Part of 9 available through Symbl.ai.

01
Process text
This capability processes text conversations to generate a conversation ID for later analysis.
02
Process audio
This capability takes an audio file and converts it into a conversation ID for intelligence extraction.
03
Process video
This capability processes video files to create a conversation ID for deep analysis.

Capability set02 / 03

04-06

3 capabilities in this set.

Part of 9 available through Symbl.ai.

04
Get follow ups
This capability retrieves a list of follow-up items from a previously processed conversation.
05
Create tracker
This capability sets up a tracker to monitor for specific keywords or phrases within conversations.
06
Get action items
This capability pulls specific action items from a processed conversation ID.

Capability set03 / 03

07-09

3 capabilities in this set.

Part of 9 available through Symbl.ai.

07
Get summary
This capability generates a concise summary of a processed conversation.
08
Get questions
This capability identifies and retrieves questions asked during a processed conversation.
09
Get topics
This capability extracts the main themes and topics from a processed conversation.

Real work

What teams actually run

User Research

Analyze user interviews to quickly find specific feedback or requirements.

Sales Call Analysis

Extract follow-up opportunities and customer needs from sales calls.

Meeting Management

Get instant summaries and task lists from team meetings.

Compliance Monitoring

Use trackers to watch for specific phrases in communication channels.

Automate a task

Put Symbl.ai to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Symbl.ai works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Symbl.ai to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

897ms average. Fast in production.

Symbl.ai is checked daily against the live service.

Daily averagePeak 1132ms

Oct 3Today

Fastest day: 701ms
Slowest day: 1132ms
14-day trend: Slowing+12%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 9 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Symbl.ai, so you can see the experience inside your AI.

It does not authenticate your account with Symbl.ai. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Symbl.ai Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_wBvayQBKR0Ln5lGAM6kTgWQMvaUHsTpPcUgRGOzG/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Symbl.ai capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "symblai-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wBvayQBKR0Ln5lGAM6kTgWQMvaUHsTpPcUgRGOzG/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Symbl.ai in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Symbl.ai owners hand off.

This MCP is built for professionals who deal with high volumes of verbal or written communication and need to turn those interactions into data.

01
Product Managers
They hand off user interview recordings to the agent to find product requirements.
02
Sales Teams
They use the agent to pull customer pain points and follow-up tasks from call transcripts.
03
Developers
They use the agent to add conversation intelligence to their apps without building NLP pipelines.

FAQ

Questions Symbl.ai owners ask.

01
What files can I process with this MCP?
You can process text payloads, audio files, and video files to extract insights.
02
Which AI clients can use Symbl.ai?
You can use this MCP with Claude, Cursor, Windsurf, VS Code, or any other MCP-compatible client.
03
How do I get action items from a meeting?
After processing a conversation, your agent can use the get_action_items capability with the conversation ID to retrieve them.
04
Can I track specific keywords?
Yes, you can use the create_tracker capability to monitor for specific keywords or phrases.
05
Do I need to build my own NLP models?
No, this MCP uses Symbl.ai to handle the natural language processing for you.
06
How do I get a summary of a processed conversation?
Use the get_summary capability by providing the specific Conversation ID. The agent will return a structured summary of the key points discussed.
07
Can I detect specific keywords in my audio or text files?
Yes! Use the create_tracker capability to define a list of keywords or phrases. Symbl.ai will then monitor and detect these within your processed conversations.
08
What insights can I extract from a conversation ID?
You can use get_topics, get_action_items, get_follow_ups, and get_questions to retrieve specific intelligence layers from any previously processed media.

Explore

More in Communication Messaging

Connect Symbl.ai to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-03

Process text

Process audio

Process video

04-06

Get follow ups

Create tracker

Get action items

07-09

Get summary

Get questions

Get topics

What teams actually run

User Research

Sales Call Analysis

Meeting Management

Compliance Monitoring

Building your own app? The connector is yours to use.

Symbl.ai Connector

Claude Desktop

Product Managers

Sales Teams

Developers

What files can I process with this MCP?

Which AI clients can use Symbl.ai?

How do I get action items from a meeting?

Can I track specific keywords?

Do I need to build my own NLP models?

How do I get a summary of a processed conversation?

Can I detect specific keywords in my audio or text files?

What insights can I extract from a conversation ID?

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