Collect
Scheduled ingest pipelines per track and source-local-first, SQLite-backed.
Vtory · PegasusTech · Developed 2026
News that matters for your context-not another firehose.
NewsIntelligence is a product of Vtory and PegasusTech, developed in 2026. AI agents collect headlines from RSS, Hacker News, Reddit, GitHub, arXiv, YouTube, and more; classify each item against your tracks; and surface what is worth your time.
Classify
LLM labeling with track-specific questions, keep/skip rules, and ranked scores.
Deliver
Explorer UI, REST API, and MCP tools so humans and agents query the same signal.
Built for operators who live in the news
Whether you follow AI policy, e-commerce platforms, or your own niche, you define a track-sources plus classifier prompts. The system does the rest. Shipped as a joint Vtory & PegasusTech product line, actively developed since 2026.
Multi-source ingest
Plug in feeds and search adapters. Items land in one store with provenance, ready for labeling and search.
Context-aware classification
Each article is scored against your track: relevance, custom labels, and a plain-language reason-so “keep” means keep for you.
Agents on the same data
MCP exposes list_tracks, search_news, and get_item so Cursor and cloud agents pull classified news into workflows.
Where Claude fits in
Built by the Vtory & PegasusTech team on Anthropic’s stack for reasoning-heavy steps-classification, assistant flows, and agent integrations-not generic chat wrappers.
- Label pipeline - Claude (via the Anthropic API / compatible endpoints) reads title, summary, and metadata, then answers track-specific classifier questions: keep or skip, topic labels, and a short rationale cached for reuse.
- Assistant agent - Multi-turn setup in natural language: draft tracks and sources, optional Exa MCP web research, tool calls until you approve-then materialize config without hand-editing YAML.
- MCP for Claude-powered IDEs - Connect NewsIntelligence MCP in Cursor or other Claude clients; agents search pre-classified items by track instead of scraping the open web on every task.
Open source: github.com/PegasusTech-VN/NewsIntelligence
Stay in the loop
Leave your work email for early access, hosted trials, or integration questions. We typically reply within one to two business days.
- Product of Vtory & PegasusTech · developed 2026
- Local-first monorepo · Bun, SQLite, Hono, React
- Multi-tenant ready · API keys & Clerk auth
FAQ
What is NewsIntelligence?
A news intelligence platform from Vtory and PegasusTech (2026): ingest from many sources, LLM classification per track, Explorer UI, REST API, and MCP for AI agents. It replaces ad-hoc RSS tabs and manual skimming with structured, queryable signal.
Who is it for?
Founders, analysts, and operator teams who need domain-specific news-e-commerce, AI, compliance, or custom tracks-without reading everything raw.
How do I run it?
Clone the GitHub repo, configure sources and tracks, run ingest + label jobs, and optionally expose MCP to your agent stack. See the README for CLI and environment variables.