---
target_card: Kor Cartographer
mana_cost: "{3}{W}"
type_line: "Creature — Kor Scout"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/kor-cartographer
json_api: https://avascry.com/similar/kor-cartographer.json
---

# Cards Similar & Synergistic to Kor Cartographer

- **Target Card:** [Kor Cartographer](https://avascry.com/printing/kor-cartographer-khc) (Creature — Kor Scout) `{3}{W}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/kor-cartographer.json

## Top 31 Synergistic Matches

1. [**Frontier Explorer**](https://avascry.com/printing/frontier-explorer-cmb1) `{W}` — *Creature — Cat Scout*
2. [**Scholar of New Horizons**](https://avascry.com/printing/scholar-of-new-horizons-sld) `{1}{W}` — *Creature — Human Scout*
3. [**Oreskos Explorer**](https://avascry.com/printing/oreskos-explorer-c21) `{1}{W}` — *Creature — Cat Scout*
4. [**Frontier Seeker**](https://avascry.com/printing/frontier-seeker-otj) `{1}{W}` — *Creature — Human Scout*
5. [**Pilgrim of the Ages**](https://avascry.com/printing/pilgrim-of-the-ages-gn3) `{2}{W}` — *Creature — Spirit*
6. [**Skittering Surveyor**](https://avascry.com/printing/skittering-surveyor-plst) `{3}` — *Artifact Creature — Construct*
7. [**Archaeomancer's Map**](https://avascry.com/printing/archaeomancers-map-prm) `{2}{W}` — *Artifact*
8. [**Quirion Trailblazer**](https://avascry.com/printing/quirion-trailblazer-inv) `{3}{G}` — *Creature — Elf Scout*
9. [**Cartographer's Hawk**](https://avascry.com/printing/cartographers-hawk-cmm) `{1}{W}` — *Creature — Bird*
10. [**Cartographer**](https://avascry.com/printing/cartographer-exo) `{2}{G}` — *Creature — Human*
11. [**Borderland Ranger**](https://avascry.com/printing/borderland-ranger-e02) `{2}{G}` — *Creature — Human Scout Ranger*
12. [**Frontier Guide**](https://avascry.com/printing/frontier-guide-ddp) `{1}{G}` — *Creature — Elf Scout*
13. [**Civic Wayfinder**](https://avascry.com/printing/civic-wayfinder-ddr) `{2}{G}` — *Creature — Elf Druid Warrior*
14. [**Flagstones of Trokair**](https://avascry.com/printing/flagstones-of-trokair-tsr) `N/A` — *Legendary Land*
15. [**Sylvan Ranger**](https://avascry.com/printing/sylvan-ranger-c14) `{1}{G}` — *Creature — Elf Scout Ranger*
16. [**Llanowar Scout**](https://avascry.com/printing/llanowar-scout-dom) `{1}{G}` — *Creature — Elf Scout*
17. [**Journeyer's Kite**](https://avascry.com/printing/journeyers-kite-chk) `{2}` — *Artifact*
18. [**World Map**](https://avascry.com/printing/world-map-fin) `{1}` — *Artifact*
19. [**District Guide**](https://avascry.com/printing/district-guide-pio) `{2}{G}` — *Creature — Elf Scout*
20. [**Endless Horizons**](https://avascry.com/printing/endless-horizons-eve) `{3}{W}` — *Enchantment*
21. [**Scampering Surveyor**](https://avascry.com/printing/scampering-surveyor-lci) `{4}` — *Artifact Creature — Gnome*
22. [**Farseek**](https://avascry.com/printing/farseek-c19) `{1}{G}` — *Sorcery*
23. [**Scouting Hawk**](https://avascry.com/printing/scouting-hawk-hbg) `{2}{W}` — *Creature — Bird*
24. [**Jungle Wayfinder**](https://avascry.com/printing/jungle-wayfinder-plst) `{2}{G}` — *Creature — Elf Warrior*
25. [**Gate to the Citadel**](https://avascry.com/printing/gate-to-the-citadel-hbg) `N/A` — *Land — Plains Gate*
26. [**Prishe's Wanderings**](https://avascry.com/printing/prishes-wanderings-fin) `{2}{G}` — *Instant*
27. [**Safewright Quest**](https://avascry.com/printing/safewright-quest-shm) `{G/W}` — *Sorcery*
28. [**Map the Frontier**](https://avascry.com/printing/map-the-frontier-otj) `{3}{G}` — *Sorcery*
29. [**Plains**](https://avascry.com/printing/plains-cma) `N/A` — *Basic Land — Plains*
30. [**Campus Guide**](https://avascry.com/printing/campus-guide-fdn) `{2}` — *Artifact Creature — Golem*
31. [**Knight of the White Orchid**](https://avascry.com/printing/knight-of-the-white-orchid-c21) `{W}{W}` — *Creature — Human Knight*