1Panel
★ 35.7k
vs
ken
★ 20
1Panel vs ken
1Panel: 1Panel is an open-source, modern web-based control panel designed for efficient Linux server management. It streamlines server administration, offers rapid website deployment, and provides a curated application store with robust security features.; ken: Ken is a pure Go port of semble, providing fast hybrid code search for agents with drop-in MCP compatibility. It offers a single static binary distribution, approximately 44x fewer tokens than grep+Read at recall@10, and supports indexing source code and documentation. The retrieval algorithm is a verbatim port of semble's hybrid BM25 + Model2Vec approach.
01
TL;DR
Choose 1Panel if…Managing various aspects of Linux servers through a user-friendly web interface.
Choose ken if…Agent code search: quickly find relevant code chunks across large codebases
02
Side-by-Side Comparison
03
Features
1Panel01Efficient Management of Linux Servers via web GUI
02Rapid Website Deployment with one-click domain and SSL setup
03Curated Application Store for easy installation and updates
04Enhanced Security and Reliability through containerization and firewall
05One-Click Backup & Restore supporting various cloud storage
ken01Pure Go, no cgo; single static binary with free cross-compilation
02Drop-in MCP-compatible with semble (same tool schemas and output format)
03Verbatim port of semble's hybrid BM25 + Model2Vec retrieval algorithm
04Measured ~44x fewer tokens than grep+Read at recall@10 on agent queries
05Fast cold start (~10–20ms for small indexes)
04
Use Cases
1Panel↳Managing various aspects of Linux servers through a user-friendly web interface.
↳Rapidly deploying and configuring websites like WordPress with SSL certificates.
↳Installing, updating, and managing a wide range of open-source applications and tools on servers.
ken↳Agent code search: quickly find relevant code chunks across large codebases
↳Embedded-corpus distribution: ship documentation as a single static binary with zero infrastructure
↳Database schema indexing: index live Postgres/SQLite/MySQL schemas for agent context
05
Best For
1PanelMost PopularTrendingEssential
kenTrendingCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between 1Panel and ken?
Both 1Panel and ken are in the RAG / Knowledge Base category. 1Panel has 35.7k stars, while ken has 20 stars.
Which is better, 1Panel or ken?
The best choice depends on your use case. Choose 1Panel if Managing various aspects of Linux servers through a user-friendly web interface., and ken if Agent code search: quickly find relevant code chunks across large codebases.
Is 1Panel free or open source?
Yes, 1Panel is open source on GitHub (GPL).
Is ken free or open source?
Yes, ken is open source on GitHub (MIT).
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