GitHub integration: turn releases into marketing

Letaido's GitHub integration lets an AI agent turn each release into an announcement for your team and a changelog entry for your customers, across 64 other apps.

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Best GitHub integration jobs to start with

Jobs for people who announce what engineering ships.

When content is pushed to main

Send new and updated pages to Bing

When content changes are pushed to your site repo, Letaido works out the page URLs and submits them to Bing for indexing.

When a release is published

Release announcement draft in Slack

When a GitHub release is published, Letaido turns the notes into a short customer-facing announcement and posts it to Slack for review.

When a release is published

Changelog entry in Notion for each release

When a GitHub release is published, Letaido writes a plain-English changelog entry into your Notion database for marketing to edit.

Every Monday at 9am

Ahrefs Site Audit errors as GitHub issues

Every Monday, critical Ahrefs Site Audit errors that have no open GitHub issue yet become issues, with the affected pages and how to fix them.

Every Monday at 8am

Weekly repo growth in Google Sheets

Every Monday, Letaido adds a row with your repo's stars, forks, new issues and merged pull requests, plus the star change since last week.

When you ask

Changelog page update as a pull request

Ask, and Letaido adds the latest release to your site's changelog file and opens a pull request for review, without touching the main branch.

GitHub integration options, compared

Where each way of connecting GitHub fits.

Option	Set up by asking	Writes for people	Runs on its own	No code	Connects thousands of apps
Letaido AI agent	Yes	Yes	Yes	Yes	No
GitHub Marketplace apps	No	No	Yes	Yes	Partly
GitHub Actions	No	No	Yes	No	Partly
Zapier, Make and similar	Partly	Partly	Yes	Yes	Yes
GitHub API and webhooks	No	No	Partly	No	Partly
GitHub MCP server	Yes	Partly	Partly	Yes	Partly

Read the full comparison

Option	How it works	Best for	Watch out for
Letaido AI agent	You describe the job. The agent reads GitHub, writes in plain English and acts in 64 other apps, on a GitHub event, a schedule or when you ask.	Release announcements, changelog entries and SEO tasks that need writing or judgement.	65 apps, not thousands. Event jobs need a token with the Webhooks permission.
GitHub Marketplace apps	GitHub Apps you install on an account or organization, with permissions you grant per repository.	A standard link to one tool, such as Slack notifications or a project tracker.	Each app does what its builder chose.
GitHub Actions	Workflows in YAML files in your repo that run on events, on a schedule or by hand.	Builds, tests, deploys and repo chores.	Someone has to write and maintain the YAML. Built for developers.
Zapier, Make and similar	Workflows built from GitHub triggers and actions, like a new release posted to a channel.	Simple handoffs, such as a new issue added to a spreadsheet.	You build and fix one workflow per job.
GitHub API and webhooks	Developers call the REST API and receive webhook events on their own server.	In-house tools with exact requirements.	Needs developers to build and keep it running.
GitHub MCP server	GitHub's MCP server lets AI clients such as VS Code, Claude Desktop and Cursor read and change repos, issues and pull requests.	Asking about a repo or making a change while you chat.	Scheduling depends on your client. Some tools need a paid GitHub or Copilot plan.

How the GitHub integration works

Connect GitHub once. After that, you describe each job in plain English.

1Install the GitHub App or paste a token
2Ask for a job in a chat, or start from an example above
3Approve the first run
Allow all read operations once per app; approve each kind of write once.
4Watch the first run, then schedule it

How a GitHub job starts

A GitHub event, a schedule, or you asking.

When something happens on GitHubA release is published, commits are pushed or someone stars the repo. Needs a token with the Webhooks permission.
On a scheduleEvery Monday or every morning, such as the weekly repo numbers.
When you askType it in a chat, such as adding the latest release to your changelog, and it runs once.

13 events

GitHub events Letaido can react to

A new comment is posted on a commit
A branch or tag is created
A comment is created, edited, or deleted on an issue or pull request
Any issue activity
A label is created, edited, or deleted on the repo
A collaborator is added, removed, or edited on the repo
A milestone is created, closed, opened, edited, or deleted
Any pull request activity
A pull request review is submitted, edited, or dismissed
One or more commits are pushed to a branch or tag
Release lifecycle events
A pull request review is requested from a user or team
Someone stars or unstars the repo

Setup details

Connect GitHub

An org admin installs the Letaido GitHub App and picks the repositories, or you paste a fine-grained personal access token scoped to those repos.

Add the Webhooks permission for event jobs

Jobs that start on a release or a push need a personal access token with the Webhooks permission. The GitHub App does not start event jobs.

Name the repo in your request

Say owner and repo, such as acme/website, and the file or branch the job should use.

Watch the first run

Allow all read operations once per app; approve each kind of write once. Then save it to repeat.

Every GitHub action the agent can take

50 actions across issues, pull requests, files, releases and workflows.

ReadsWrites

Best apps to combine with GitHub

ApolloSales prospecting

Bing Webmaster ToolsSEO

LinearProductivity

SemrushSEO

SlackCommunication

See all 65 integrations

Related integrations

Frequently asked

What is a GitHub integration? +

It connects GitHub to the other tools you use. With Letaido, the agent reads releases, commits and pull requests and turns them into work in your other apps, such as a Slack announcement or a changelog entry in Notion.

How do I integrate an app with GitHub? +

Connect GitHub and the other app to Letaido once, then ask for the job in plain English. Leta runs it on a schedule, when a GitHub event happens, or the moment you ask.

How do I connect GitHub to Letaido? +

An org admin installs the Letaido GitHub App and picks repositories, or you paste a fine-grained personal access token. Jobs that start on a GitHub event need a token with the Webhooks permission.

Why do release and push jobs need a personal access token? +

Jobs that start on a release or a push need a personal access token with the Webhooks permission, because the GitHub App does not start event jobs. Scheduled and on request jobs work with the GitHub App.

What do I approve before it changes a repo? +

Allow all read operations once per app; approve each kind of write once.

Will it merge changes into my repo? +

Only if you ask. The changelog job opens a pull request and merges nothing on its own.

Does GitHub integrate with Slack? +

Yes. When a new release is published, Letaido can read its notes, write a short customer announcement and post it to a Slack channel as a draft for you to review. GitHub's own Slack app posts notifications, but it does not rewrite the release for customers.

Is there a GitHub MCP server? +

Yes. GitHub's MCP server lets AI clients such as VS Code, Claude Desktop and Cursor read and change repos while you chat, and scheduling depends on your client. Letaido is not an MCP server. It has its own GitHub connector, mixes GitHub with your other apps and runs jobs on events or a schedule.

Does Letaido use the GitHub API? +

Yes. Letaido's GitHub connector calls the GitHub REST API. It has 50 actions across issues, pull requests, commits, files, releases and Actions workflows, plus 13 webhook events.

Do I need to be a developer to use this? +

No. You describe the job in plain English, such as turning each release into a Slack announcement. Someone with access to the repos connects GitHub once.

Announce what you ship, without the copy and paste

Connect GitHub, then ask for a job like "Submit new and updated site pages to Bing for indexing". Leta gets it done the moment something happens, or the moment you ask.