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Parallel for Developers & Coding Agents

Keep coding agents grounded in live documentation

Ground every builder & coding agent with the live web. Eliminate hallucinated APIs, deprecated syntax, and outdated library dependencies in your IDE.

Workflows

Ground every builder & coding agent with the live web

Live code & library search

Give coding assistants and IDE plugins instant access to breaking API updates, v2 breaking changes, and migration guides across GitHub and official doc portals.

Sample Prompt
"Find migration syntax for upgrading Next.js 14 server actions to Next.js 15 async Request headers."
Execution Output

Retrieved verbatim official documentation code blocks and migration snippets in 160ms.

Live Documentation Grounded
Case Studies

Powering next-generation AI software engineering tools

MACROSCOPE

Macroscope cut false-positive review comments by 55%

"Grounding our automated PR code reviews with Parallel's real-time documentation search eliminated hallucinations about deprecated APIs across 100,000+ developer pull requests."

Developer Tools • -55% False Positives
AMP

Amp replaced its in-house web search with Parallel

"Parallel's sub-200ms latency and high token compression allowed our IDE agent to query live docs seamlessly on every user interaction without slowing down editor response times."

IDE Assistant • Sub-200ms Search
Institutional Grade

Built for enterprise, secure by design

SOC 2 Type II certified, GDPR compliant, and strict Zero Data Retention (ZDR) guarantees. Your confidential queries and internal data never touch model training.

SOC 2 Type II Certified
Zero Data Retention (ZDR)
Zero Model Training

FAQs

Developers can integrate Parallel in minutes via our official Model Context Protocol (MCP) server for Claude Code, Cursor, Windsurf, OpenCode, and Hermes Agent, or via our Python and TypeScript SDKs.

Where agents find answers

Start building autonomous workflows today with up to 5,000 free requests per month.