Bring your favorite agents into GitHub.
Bring your favorite agents into GitHub.
Leverage the power of coding agents inside GitHub. Review PRs, make plans, triage issues, or iterate on code — without leaving GitHub. Open source, powered by GitHub Actions, works with any LLM provider.
Anthropic
OpenAI
Google
Pullfrog is an integration layer between GitHub and your LLM provider of choice. Based on incoming webhook events, it triggers agent runs inside your repo's GitHub Actions. The agent — armed with a set of MCP tools from Pullfrog — can write code, review PRs, make plans, create issues, answer questions, and more.
Bring your own model
Works with any LLM provider: Anthropic, OpenAI, Google, Mistral, DeepSeek, OpenRouter, and more. Switch models with a config change to stay state-of-the-art. All API keys are stored as GitHub secrets.
Bring your own model
Works with any LLM provider: Anthropic, OpenAI, Google, Mistral, DeepSeek, OpenRouter, and more. Switch models with a config change to stay state-of-the-art. All API keys are stored as GitHub secrets.
Powered by GitHub Actions
Once you've added the .github/workflows/pullfrog.yml workflow, Pullfrog can trigger workflow runs programmatically in response to incoming webhook events. The pullfrog/pullfrog GitHub Action installs and spawns your configured agent with appropriate permissions and instructions.
Powered by GitHub Actions
Once you've added the .github/workflows/pullfrog.yml workflow, Pullfrog can trigger workflow runs programmatically in response to incoming webhook events. The pullfrog/pullfrog GitHub Action installs and spawns your configured agent with appropriate permissions and instructions.
Your keys, your way
All API keys are stored using GitHub's secret management system. The action auto-masks all keys and passes the minimum necessary environment variables through to the agent. All GitHub-related actions are performed using a short-lived installation token that is auto-revoked when the run completes.
Your keys, your way
All API keys are stored using GitHub's secret management system. The action auto-masks all keys and passes the minimum necessary environment variables through to the agent. All GitHub-related actions are performed using a short-lived installation token that is auto-revoked when the run completes.
Tag for agent
No new UI to learn. Trigger agent runs with an at-mention anywhere in your repo. It pulls in the relevant context from where it was tagged and figures out what to do.
Tag for agent
No new UI to learn. Trigger agent runs with an at-mention anywhere in your repo. It pulls in the relevant context from where it was tagged and figures out what to do.
Configurable automations
Configure automated agentic responses to common events, like new issues or pull requests. Use custom prompts to customize the agent's behavior.
Configurable automations
Configure automated agentic responses to common events, like new issues or pull requests. Use custom prompts to customize the agent's behavior.
Iterate via PR reviews
Pullfrog automatically addresses reviews on PRs it creates. Just leave review comments as you would for a human colleage. Pullfrog will handle it and keep you posted as it works.
Iterate via PR reviews
Pullfrog automatically addresses reviews on PRs it creates. Just leave review comments as you would for a human colleage. Pullfrog will handle it and keep you posted as it works.
Auto-fix CI failures
Like a good human colleague, Pullfrog dectects CI failures on its own PRs and attempts a fix. It can be configured to attempt CI fixes on human-created PRs too.
Auto-fix CI failures
Like a good human colleague, Pullfrog dectects CI failures on its own PRs and attempts a fix. It can be configured to attempt CI fixes on human-created PRs too.
Built for teams
Designed for team collaboration with organization-wide permissions, shared configuration, and async workflows. GitHub remains the single source of truth for access control — team members only see repos they have access to on GitHub. Perfect for distributed teams working asynchronously.
Built for teams
Designed for team collaboration with organization-wide permissions, shared configuration, and async workflows. GitHub remains the single source of truth for access control — team members only see repos they have access to on GitHub. Perfect for distributed teams working asynchronously.
Stay updated
Pullfrog is now in early access. Join the waitlist below and we'll send you an invite soon.
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