Roadmap Highlights

• summarize_doc – OCR + LLM summarisation for PDFs, PPTX, and scanned images.

• Batch Endpoints – Submit up to 1,000 URLs for parallel crawl + deduped storage.

• Webhook Triggers – Push results to your HTTPS endpoint instead of polling SSE.

• Private-VPC Deploys – Single-tenant JazzMCP instances behind your firewall.

Key Takeaway

JazzMCP turns three essential data-gathering primitives—search, crawl, and safe code exec—into first-class LLM tools that "just show up" in every major agent framework.

Add one URL and an API key, and your model gains the ability to look things up, fetch real pages, and run real Python—all without leaving the chat.