PRForge is an agentic PR bot that reads a GitHub issue, understands the codebase, writes a fix, runs tests in a sandbox, and opens a human-reviewed pull request. It can also run as an MCP server to provide tools for Claude Desktop or Cursor.
An autonomous, extensible LLM build orchestrator. Give it a repo and a goal; it decomposes the goal into tasks, edits code, and gates every change on build/tests/lint, reverting regressions. Polygot, cost-aware model selection, pluggable via entry points. Ships as an MCP server so any client can drive it in plain English.
An MCP server that enables autonomous code development by pulling GitHub issues, fixing them in a sandboxed environment, running tests, opening PRs, and promoting to production upon human approval.
An MCP server that diagnoses GitHub Actions workflow failures and automatically creates repair pull requests using LLM-generated unified diffs. It includes a governance layer to orchestrate autonomous fixes or human-reviewed repairs based on risk assessment thresholds.
Production-grade, autonomous Model Context Protocol (MCP) server that elevates AI models from stateless code generators into persistent, self-verifying software engineers.
AutoPatch is a self-healing debugging agent that runs a repo's tests, retrieves similar past fixes from its git history, proposes and applies function-level patches, and re-tests until the suite passes. It exposes this loop as MCP tools for clients like Claude Desktop and Cursor.
