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What do you want Telegram and Galileo to do together?
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https://mcp.apiant.aiAny client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.
Set it up in your client
Claude Code
Run this in the directory you want to work in.
claude mcp add --transport http -s project apiant-ai https://mcp.apiant.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)Claude, web and desktop
Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.
Setup guide (opens in a new tab)Cursor
Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.
Setup guide (opens in a new tab)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)Codex and the ChatGPT desktop app
Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.
Setup guide (opens in a new tab)Any other MCP client
Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.
Setup guide (opens in a new tab)Telegram is where your team and your users talk to the bot; Galileo is where the AI work behind those conversations gets logged and reviewed. Joining them means a message, button press or membership change in Telegram can open a Galileo project, start a session or log stream, and record the exchange as a trace you can search later.
Example flows
What Telegram can start in Galileo
When New Update in Telegram
then Add Experiment in Galileo
Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships.
Everything your agent can do with Telegram and Galileo
Triggers and actions 1 trigger · 27 actions
- New Update
Triggers when Telegram delivers an update to your bot. Choose which kind of update to watch — a new message, a button press, a membership change, and so on. Telegram allows one webhook per bot, so use a single New Update trigger per bot token.
- Ban Chat Member
Ban a user from a group, supergroup or channel.
- Delete Message
Delete a message from a chat.
- Forward Message
Forward an existing message from one chat to another.
- Get Chat
Get up-to-date information about a chat (user, group, or channel).
- Get Chat Member
Look up one person's membership in a chat — whether they are a member, an administrator, restricted, or have left or been banned.
- React to Message
Sets an emoji reaction on an existing message.
- Send Chat Action
Send a chat action (e.g. typing, upload_photo) to indicate the bot is doing something.
- Send Document
Send a general file/document to a chat.
- Send Location
Send a point on the map to a chat.
- Send Message
Sends a message from your bot.
- Send Photo
Sends a photo from your bot.
- Send Poll
Sends a poll from your bot.
- Send Video
Send a video to a chat.
- Update Message
Edit the text of a previously sent message.
- Add Dataset
Create a new Galileo dataset.
- Add Experiment
Create a new experiment on a Galileo project.
- Add Log Stream
Create a new log stream on a Galileo project.
- Add Project
Create a new Galileo project.
- Add Session
Create a new session on a Galileo project.
- Create AI Trace
Creates a trace in Galileo to log and evaluate AI interactions.
- Find Traces
Search/query AI traces logged to a Galileo project.
- Get Dataset
Get a single Galileo dataset by id.
- Get Project
Get a single Galileo project by id.
- List Datasets
List Galileo datasets.
- List Log Streams
List log streams on a Galileo project.
- List Projects
List Galileo projects.
- Search Log Streams
Searches for log streams in a Galileo project.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
What our customers say
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Questions
Telegram and Galileo, answered
Does Galileo start these automations, or only Telegram?
Only Telegram has triggers here, such as a new message, a button press or a membership change arriving at your bot. Galileo supplies the actions, like adding a project, session, experiment or log stream, creating a trace, and looking things up.
Can the bot reply in Telegram after something is written to Galileo?
Yes. A single ask can log the exchange as a Galileo trace and then use the Telegram Send Message action to answer in the same chat. The agent tests every scenario, including the case where the message does not match your condition.
What can start an automation from Telegram?
Any of Telegram's 1 trigger in the catalog, including New Update. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Galileo when something happens in Telegram?
Any of Galileo's 13 actions, including Add Experiment, Add Log Stream, Add Session and Find Traces. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Galileo to Telegram?
Galileo has no triggers in the catalog today, so automations start in Telegram. If you need the other direction, ask: your agent reads Galileo's API documentation and adds it.
Do I have to build a connector for Telegram or Galileo?
No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running.
What happens when something fails?
Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.
Is there a free plan?
Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.