Parallel Web Systems publishes skills that let AI agents run web search, extract content from URLs and PDFs, conduct deep research, and discover lists of entities such as companies and people. Their most popular skills also cover setting up the Parallel Search MCP connection in Bifrost and migrating existing web-data integrations from Exa, Tavily, Perplexity, or Firecrawl to Parallel's products. A notable thread is the split between quick lookups and slower, exhaustive research workflows, with each skill specifying when it should be used.
Parallel Agent Skills
14 skills · 91 stars · MIT
Choose Your Parallel Api Choose the right Parallel API and configuration for cost, latency, and answer quality.
Migrate To Parallel Migrate Exa, Tavily, Perplexity, or Firecrawl web-data integrations completely to the appropriate…
Parallel Cli Setup Set up and maintain the Parallel CLI (install, auth, balance, skills install)
Parallel Data Enrichment Bulk data enrichment.
Parallel Deep Research ONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'tho…
Parallel Findall Discover entities (companies, people, products, etc.) matching a natural-language description.
Parallel Mcp Setup Use when installing, configuring, or troubleshooting an authenticated Parallel Search MCP connect…
Parallel Memory Recall past Parallel Task, Monitor, and FindAll runs when they may help; evict runs or clear memo…
Parallel Monitor Continuously track the web for changes on a recurring cadence.
Parallel Search Setup Use when verifying, using, or troubleshooting the anonymous Parallel Search MCP server bundled wi…
Parallel Web Extract CLI-backed URL extraction.
Parallel Web Search CLI-backed web search.
Result Get completed research task result by run ID
Status Check running research task status by run ID