Zenfeed
Zenfeed is an AI-powered RSS aggregator that processes feeds through configurable LLM pipelines to score, classify, filter, and summarize content, with MCP server integration, email notifications, daily briefs, and open query/export APIs.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
RSS/content feed MCP. Fetches public feeds — low security risk. Validate feed URLs to prevent SSRF. Content from external sources may contain untrusted data.
⚡ Reliability
Best When
You subscribe to many RSS feeds and want AI to filter noise, surface relevant content, and deliver concise daily summaries instead of an overwhelming unread count.
Avoid When
You need multi-user support, built-in authentication, or want to avoid LLM API costs for content processing.
Use Cases
- • Replacing traditional RSS readers with an AI-curated feed that scores and filters articles by relevance
- • Receiving AI-generated daily email briefs summarizing your subscribed RSS sources
- • Building a personal AI search engine over trusted RSS sources with fast query APIs
- • Monitoring specific topics or events across RSS feeds with automated analysis reports
Not For
- • Users who prefer reading full unfiltered feeds without AI intermediation
- • Deployments requiring user-facing authentication (no built-in auth)
- • Teams needing a managed SaaS solution rather than self-hosted Docker
Interface
Authentication
No built-in authentication mechanism. Publicly documented as a security concern if deployed on public internet. Requires LLM API keys (defaults to SiliconFlow/Qwen models).
Pricing
AGPLv3 open source. Default uses Qwen/Qwen3-8B (free tier via SiliconFlow). LLM API costs vary by provider and feed volume. Data retained 8 days by default.
Agent Metadata
Known Gotchas
- ⚠ No built-in authentication — must not be exposed publicly without a reverse proxy with auth
- ⚠ LLM API keys required; cost scales with feed volume and processing complexity
- ⚠ Data retention is only 8 days by default — agents cannot query historical content beyond this window
- ⚠ AGPLv3 license requires source disclosure for network-deployed modifications
- ⚠ Default port 1400 (web) and 1301 (MCP) — both must be secured in production
Alternatives
Full Evaluation Report
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Package Brief
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Scores are editorial opinions as of 2026-03-06.