Ratel MCP Server
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.
Ratel is an open-source mcp server by ratel-ai, written mainly in Rust, with 545 GitHub stars and the MIT license. Its code was last updated Oct 31, 2026.
Ratel alternatives
View more →Similar mcp servers in Database Management, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Ratel (this page) ratel-ai | 545 | MIT | Oct 31, 2026 | Scanned, no flagged issues |
| Codebase Memory MCP DeusData | 48k | MIT | Nov 1, 2026 | Scanned, see report |
| Xerj xerj-org | 19k | Apache-2.0 | Nov 1, 2026 | Scanned, no flagged issues |
| MCP Toolbox googleapis | 17k | Apache-2.0 | Nov 1, 2026 | Scanned, no flagged issues |
| Nightingale ccfos | 13k | Apache-2.0 | Oct 30, 2026 | Scanned, no flagged issues |
| Dbhub bytebase | 3.8k | MIT | Oct 26, 2026 | Scanned, no flagged issues |