How To Manage A Telegram Group With An AI Agent (Claude, ChatGPT, Cursor)

From Chatbot To Community Operator

Most Telegram "AI" today is a chatbot that answers questions inside the group. That is useful, but it is only half of the job. Community managers spend most of their time on operations: announcements, pins, topics, moderation, invite links and reports.

An AI agent connected through MCP can do that operational work for you. You describe the outcome in plain language, the agent chooses the right Telegram actions and Metricgram executes them in the right group.

What You Need

• A Telegram group connected to Metricgram, with the bot as an admin.
• Any Metricgram plan or an active free trial.
• An AI client that supports MCP, such as Claude Code, Claude Desktop, Cursor or Codex.

Step 1: Decide How The Agent Connects

The easiest way is OAuth: add https://metricgram.com/api/v1/mcp as a custom connector in Claude or any MCP client that supports OAuth, sign in to Metricgram and approve access. If your client does not support OAuth, create an API key with only the scopes the agent needs.

In the Manager, open API keys and create a key for your agent. Start narrow and widen later:

You can create one key per agent, and revoke any of them instantly.

Step 2: Connect Your AI Client

Open the MCP page in the Manager and copy the snippet for your client. For HTTP-capable clients it is a single block pointing to https://metricgram.com/api/v1/mcp with your key in the Authorization header. Restart the client and ask it to list its tools: you should see tools such as send_telegram_message, manage_forum_topic and telegram_bot_api.

Step 3: Start With Read-Only Questions

Before letting an agent act, let it look around:

• "List my Telegram groups and their member counts."
• "Who are the most active members in Crypto Talk over the last 30 days?"
• "Summarize the main questions people asked this week."
• "Show me the current chat permissions and administrators."

This builds confidence that the agent understands your groups.

Step 4: Hand Over Routine Actions

Once you are comfortable, give it real work. Prompts that work well:

Announcements

Post this announcement in the Announcements topic of Crypto Talk, add a "Register" button that opens our event page and pin it without notification.

Topic Management

Create topics called "Signals", "Education" and "Off-topic", then close the old "Random" topic.

Polls

Run a quiz in the Education topic about this week's lesson with four options, and close it after ten minutes.

Moderation

Delete the spam messages from the last hour and restrict their senders from posting links for 24 hours.

Invite Links

Create a named invite link "Partner March" limited to 50 members that expires at the end of the month.

Join Requests

Approve the pending join requests from users whose email matches an active subscriber, and decline the rest.

When a request does not fit a typed tool, the agent can use telegram_bot_api with any supported Bot API method. It can call telegram_api_methods first to see what its key allows.

Guardrails Worth Keeping

AI agents are powerful, so keep a few habits:

• Separate keys by risk. A reporting agent should never hold telegram:admin.
• Ask for a plan first. For bulk moderation, ask the agent to list what it will delete before it does it.
• Use idempotency keys in automated pipelines, so retries never double-post.
• Check when each key was last used and revoke keys you no longer need.
• Keep humans on sensitive decisions such as banning long-time members or changing permissions.

Metricgram adds its own guardrails too: the agent can only reach your groups, forwards and quotes are checked against your own chats, callback buttons and paid broadcasts are blocked, and unbanning never removes current members.

What Makes This Different From A Custom Bot

You could write your own bot and wire it into an agent framework. You would need hosting, webhook handling, token storage, a tool for every endpoint, tenant checks, rate limit handling and logging. With Metricgram all of that is already running, and your agent also gets analytics, member history, AI summaries and subscriber health in the same server.

Next Steps

See everything the server can do on the Telegram MCP server page, or read the MCP feature overview. If you want the technical background, our post on the Telegram MCP server explains the security model in detail.