Comparison
Ratel vs Graphify
Graphify has more GitHub stars (126,657 vs 476). Graphify was updated more recently (last commit 20h ago). Data comes straight from GitHub and refreshes daily.
Ratel
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.
$
pip install ratel-ai
Graphify
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local…
$
pipx install graphifyy| Metric | Ratel | Graphify |
|---|---|---|
| Type | Agent skill | Agent skill |
| GitHub stars | 476 | 126,657 |
| Stars, last 7 days | n/a | n/a |
| Forks | 27 | 12,228 |
| Upvotes | 0 | 0 |
| Language | Rust | Python |
| License | MIT | Apache-2.0 |
| Last commit | 1d ago | 20h ago |
| Created | Nov 2025 | Apr 2026 |
| Categories | Memory & knowledge, Databases, AI & LLM tooling | Memory & knowledge, Databases, AI & LLM tooling |