# Parallel Search MCP Server in Devin

The Parallel Search MCP Server[Parallel Search MCP Server]($https://parallel.ai/blog/search-mcp-server) is now live in Devin's MCP Marketplace[Devin's MCP Marketplace]($https://docs.devin.ai/work-with-devin/mcp), bringing high quality web research capabilities directly to the AI software engineer. Devin[Devin]($https://devin.ai/) can now query the web with the same infrastructure that powers our state-of-the-art Task[Task]($https://parallel.ai/blog/parallel-task-api) and Chat APIs[Chat APIs]($https://parallel.ai/blog/chat-api).

## **Web-Aware Development at Scale**

With Parallel Search MCP enabled, Devin accesses ranked URLs with information-rich excerpts optimized for AI reasoning - no complex orchestration of scraping, parsing, and filtering required. This transforms how Devin approaches development workflows that demand real-time web intelligence.

**Live debugging and troubleshooting**: When encountering errors, Devin queries Stack Overflow, GitHub issues, and technical forums for solutions, accessing the collective knowledge of the developer community in real-time.

**Learning from online codebases**: Browse open-source projects on GitHub to see how experienced developers solve similar problems and adopt proven patterns.

**API research**: Devin retrieves the latest API documentation, framework guides, and technical specifications while coding, ensuring it works with current information rather than potentially outdated training data.

**Package and dependency intelligence**:** **Check for the latest library versions, read changelogs, and understand compatibility requirements in real-time, making dependency management more reliable and informed.

## **Get Started**

We’re excited to see what you build with a web-aware Devin. Get started by visiting the Devin MCP Marketplace[Devin MCP Marketplace]($https://docs.devin.ai/work-with-devin/mcp).