---
target_card: Cogwork Librarian
mana_cost: "{4}"
type_line: "Artifact Creature — Construct"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/cogwork-librarian
json_api: https://avascry.com/similar/cogwork-librarian.json
---

# Cards Similar & Synergistic to Cogwork Librarian

- **Target Card:** [Cogwork Librarian](https://avascry.com/printing/cogwork-librarian-cns) (Artifact Creature — Construct) `{4}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/cogwork-librarian.json

## Top 31 Synergistic Matches

1. [**Cogwork Grinder**](https://avascry.com/printing/cogwork-grinder-cns) `{6}` — *Artifact Creature — Construct*
2. [**Lore Seeker**](https://avascry.com/printing/lore-seeker-cns) `{2}` — *Artifact Creature — Construct*
3. [**Agent of Acquisitions**](https://avascry.com/printing/agent-of-acquisitions-plst) `{2}` — *Artifact Creature — Construct*
4. [**Leovold's Operative**](https://avascry.com/printing/leovolds-operative-cn2) `{2}{G}` — *Creature — Elf Rogue*
5. [**Whispergear Sneak**](https://avascry.com/printing/whispergear-sneak-cns) `{1}` — *Artifact Creature — Construct*
6. [**The Charitable Drafter**](https://avascry.com/printing/the-charitable-drafter-unk) `{4}{U}{U}` — *Legendary Creature — Human Wizard*
7. [**Aether Searcher**](https://avascry.com/printing/aether-searcher-cns) `{7}` — *Artifact Creature — Construct*
8. [**Canal Dredger**](https://avascry.com/printing/canal-dredger-cns) `{4}` — *Artifact Creature — Construct*
9. [**Lurking Automaton**](https://avascry.com/printing/lurking-automaton-cns) `{5}` — *Artifact Creature — Construct*
10. [**Ominous Traveler**](https://avascry.com/printing/ominous-traveler-ymid) `{2}` — *Creature — Human*
11. [**Cogwork Spy**](https://avascry.com/printing/cogwork-spy-cns) `{3}` — *Artifact Creature — Bird Construct*
12. [**Boseiju Pathlighter**](https://avascry.com/printing/boseiju-pathlighter-yneo) `{2}{G}` — *Creature — Human Rogue*
13. [**Relics of the Rubblebelt**](https://avascry.com/printing/relics-of-the-rubblebelt-ymkm) `{2}{G}` — *Sorcery*
14. [**Cogwork Archivist**](https://avascry.com/printing/cogwork-archivist-stx) `{6}` — *Artifact Creature — Construct*
15. [**Key to the Archive**](https://avascry.com/printing/key-to-the-archive-ymid) `{4}` — *Artifact*
16. [**Automatic Librarian**](https://avascry.com/printing/automatic-librarian-dmu) `{3}` — *Artifact Creature — Construct*
17. [**Smuggler Captain**](https://avascry.com/printing/smuggler-captain-cn2) `{3}{B}` — *Creature — Human Pirate*
18. [**Page, Loose Leaf**](https://avascry.com/printing/page-loose-leaf-sos) `{2}` — *Legendary Artifact Creature — Construct*
19. [**Arms Scavenger**](https://avascry.com/printing/arms-scavenger-ymid) `{1}{R}` — *Creature — Human Warrior*
20. [**Magus of the Library**](https://avascry.com/printing/magus-of-the-library-plc) `{G}{G}` — *Creature — Human Wizard*
21. [**Merchant's Dockhand**](https://avascry.com/printing/merchants-dockhand-paer) `{1}` — *Artifact Creature — Construct*
22. [**Skill Borrower**](https://avascry.com/printing/skill-borrower-ala) `{2}{U}` — *Artifact Creature — Human Wizard*
23. [**Tireless Angler**](https://avascry.com/printing/tireless-angler-ymid) `{2}{U}` — *Creature — Human Rogue*
24. [**Deal Broker**](https://avascry.com/printing/deal-broker-cns) `{3}` — *Artifact Creature — Construct*
25. [**Cogwork Tracker**](https://avascry.com/printing/cogwork-tracker-cns) `{4}` — *Artifact Creature — Dog Construct*
26. [**Archivist**](https://avascry.com/printing/archivist-8ed) `{2}{U}{U}` — *Creature — Human Wizard*
27. [**Custodi Peacekeeper**](https://avascry.com/printing/custodi-peacekeeper-cn2) `{2}{W}` — *Creature — Human Cleric*
28. [**The Hourglass Coven**](https://avascry.com/printing/the-hourglass-coven-hbg) `{4}{B}{B}` — *Legendary Creature — Hag Warlock*
29. [**Cursebound Witch**](https://avascry.com/printing/cursebound-witch-ymid) `{B}` — *Creature — Human Warlock*
30. [**Architects of Will**](https://avascry.com/printing/architects-of-will-arc) `{2}{U}{B}` — *Artifact Creature — Human Wizard*
31. [**Animus of Predation**](https://avascry.com/printing/animus-of-predation-cn2) `{4}{G}` — *Creature — Avatar*