MCP for AI Agent Workflows

Bring Telegram support context into AI-assisted workflows with controlled, permission-aware data and actions designed for customer teams.

Agent-ready Telegram context

Use Metricgram's structured group, activity, and subscriber-health data as a clean foundation for AI assistants and operational agents.

MCP workflows are planned around the same principle as the API: approved data, scoped access, and no hidden admin actions.

Let agents help prepare account reviews, find inactive clients, summarize risk signals, and route follow-up work from Telegram activity.

MCP access is being shaped for Business teams that need controlled AI workflows across many client groups.

Is MCP the same as the API?

No. The API is for direct JSON requests. MCP is for AI agent tools that need structured context and permission-aware actions.

Will MCP expose admin actions?

No. The intended MCP surface is controlled and permission-aware, with scoped permissions as the default foundation.

Who is MCP for?

It is aimed at teams using AI agents for customer success, support operations, and account intelligence.

Bring Telegram support context into AI-assisted workflows with controlled, permission-aware data and actions designed for customer teams.

Connect internal dashboards, CRM workflows, AI agents, and reporting tools to Telegram group operations with scoped API tokens.

Build intelligent chatbots trained with your own data. Automate support, answer questions, and enrich your members' experience around the clock.

Give account managers and revenue teams one place to monitor many client Telegram groups, identify risk, and act faster.