Telegram Bot MCP Server for OpenAI Agents SDK 13 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Telegram Bot through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Telegram Bot Assistant",
instructions=(
"You help users interact with Telegram Bot. "
"You have access to 13 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Telegram Bot"
)
print(result.final_output)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Telegram Bot MCP Server
Connect any Telegram Bot to your AI agent and automate messaging, broadcasting, and chat management through natural language commands.
The OpenAI Agents SDK auto-discovers all 13 tools from Telegram Bot through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Telegram Bot, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
What you can do
- Bot Information — Retrieve your bot's profile details, username, and configuration
- Message Handling — Send text messages with Markdown or HTML formatting to any chat or channel
- Media Delivery — Send photos, documents, videos, and audio files via URL or file_id
- Chat Management — Get detailed info about groups, channels, and private chats including member counts and admin lists
- Message Operations — Forward and delete messages programmatically in any chat
The Telegram Bot MCP Server exposes 13 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Telegram Bot to OpenAI Agents SDK via MCP
Follow these steps to integrate the Telegram Bot MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 13 tools from Telegram Bot
Why Use OpenAI Agents SDK with the Telegram Bot MCP Server
OpenAI Agents SDK provides unique advantages when paired with Telegram Bot through the Model Context Protocol.
Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Telegram Bot + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Telegram Bot MCP Server delivers measurable value.
Automated workflows: build agents that query Telegram Bot, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries Telegram Bot, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Telegram Bot tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Telegram Bot to resolve tickets, look up records, and update statuses without human intervention
Telegram Bot MCP Tools for OpenAI Agents SDK (13)
These 13 tools become available when you connect Telegram Bot to OpenAI Agents SDK via MCP:
delete_message
Delete a message from Telegram
forward_message
Forward a message in Telegram
get_bot_info
Get information about the Telegram bot
get_chat_admins
Get list of chat administrators
get_chat_info
Get information about a Telegram chat
get_chat_members_count
Get the number of chat members
get_updates
Useful for seeing what users have sent. Get updates for the Telegram bot
get_user_profile_photos
Returns a list of photo sizes. Get user profile photos
send_audio
Send an audio file to a Telegram chat
send_document
Send a document to a Telegram chat
send_message
Supports Markdown and HTML parse modes for formatting. Send a text message to a Telegram chat
send_photo
Optionally includes a caption. Send a photo to a Telegram chat
send_video
Send a video to a Telegram chat
Example Prompts for Telegram Bot in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Telegram Bot immediately.
"Get information about my Telegram bot."
"Send a message to my channel @mychannel saying 'Hello everyone!'"
"How many members are in my group -1001234567890?"
Troubleshooting Telegram Bot MCP Server with OpenAI Agents SDK
Common issues when connecting Telegram Bot to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Telegram Bot + OpenAI Agents SDK FAQ
Common questions about integrating Telegram Bot MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Telegram Bot with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Telegram Bot to OpenAI Agents SDK
Get your token, paste the configuration, and start using 13 tools in under 2 minutes. No API key management needed.