65,239 agent components, ranked where public evidence exists
29,112 Ranked+367 listed this weekCatalog rebuilt GitHub figures from or later
Needs the armory CLI · not on npm yet, build it from cli/ in the repository
Most recently added to the catalog first; the date is the day it was listed.
| Rank | Score | Component | Listed | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|---|
| 701 | 99.372 | semantica-agi-semanticamemory · ai-agents | Use when an agent's stored context needs provenance — you must be able to say where a remembered fact came from. | 13,484 stars · 1,525 forks | No one-command install · Source | ||
| 702 | 99.348 | nevamind-ai-memumemory · ai-agents | Use when one person's memory should follow them across several different agents. | 14,387 stars · 1,063 forks | No one-command install · Source | ||
| 703 | 99.335 | nidhinjs-prompt-masterskill · ai-agentsContributed by Sentinel | A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention | 12,473 stars · 1,462 forks · 3 mentions | No one-command install · Source | ||
| 704 | 99.291 | evermind-ai-everosmemory · ai-agents | Use when you want the agent's memory to be plain Markdown on your own disk rather than a hosted database. | 12,757 stars · 911 forks | No one-command install · Source | ||
| 705 | 99.276 | memtensor-memosmemory · ai-agents | Use when memory should persist across tasks and be reused, not just retrieved once per conversation. | 11,599 stars · 1,060 forks | No one-command install · Source | ||
| 706 | 98.805 | flowelement-m-flowmemory · ai-agents | Use when recall should follow associations between memories rather than nearest-neighbour similarity alone. | 4,497 stars · 255 forks | No one-command install · Source | ||
| 707 | 98.708 | mirix-ai-mirixmemory · ai-agents | Use when what the agent should remember is what actually happened on screen, consolidated into structured memories. | 3,440 stars · 270 forks | No one-command install · Source | ||
| 708 | 98.587 | kayba-ai-agentic-context-enginememory · ai-agents | Use when an agent should carry forward what it learned from its own successes and failures into later runs. | 2,564 stars · 307 forks | No one-command install · Source | ||
| 709 | 98.562 | metapriseai-orgkernelidentity · observability | Use when every agent action must be traceable to a specific agent instance with its own key, scoped token and tamper-evident log. | 2,699 stars · 247 forks | No one-command install · Source | ||
| 710 | 98.522 | zilliztech-memsearchmemory · ai-agents | Use when several coding agents should share one memory store instead of each keeping its own notes. | 2,571 stars · 238 forks | No one-command install · Source | ||
| 711 | 98.509 | kingjulio8238-memarymemory · ai-agents | Use when you want a well-known reference implementation of agent memory over a knowledge graph to read or fork. | 2,644 stars · 205 forks | No one-command install · Source | ||
| 712 | 98.327 | redplanethq-corememory · ai-agents | Use when one memory graph should serve Claude Code, Codex and your other assistants at once. | 1,963 stars · 189 forks | No one-command install · Source | ||
| 713 | 98.137 | bai-lab-memoryosmemory · front-end | Use when you want a memory design with a published, peer-reviewed evaluation behind it. | 1,570 stars · 161 forks | No one-command install · Source | ||
| 714 | 98.134 | cortexkit-magic-contextmemory · ai-agents | Use when a long coding session keeps losing its earlier context and you want that handled automatically. | 2,044 stars · 106 forks | No one-command install · Source | ||
| 715 | 98.066 | dataojitori-nocturne-memorymemory · ai-agents | Use when you want to see and roll back what your agent remembered, instead of trusting an opaque vector store. | 1,373 stars · 170 forks | No one-command install · Source | ||
| 716 | 97.957 | claudiodrews-memory-osmemory · ai-agents | Use when you want layered memory — structured facts, recall and an auto-curated wiki — running locally against any model. | 1,355 stars · 128 forks | No one-command install · Source | ||
| 717 | 97.813 | letta-ai-agent-fileidentity · ai-agents | Use when you need to save, share, version or move a whole agent — its persona, memory and behaviour — as one portable file. | 1,197 stars · 114 forks | No one-command install · Source | ||
| 718 | 97.506 | codeabra-iai-personal-memory-enginememory · ai-agents | Use when the agent should remember not just facts but how you like to work, locally and for free. | 862 stars · 105 forks | No one-command install · Source | ||
| 719 | 96.805 | unicity-aos-capsule-identityidentity · ai-agents | Use when an agent's identity must be persisted as state and assembled into its system prompt at boot, rather than pasted into a prompt by hand. | 8,503 stars · 19 forks | No one-command install · Source | ||
| 720 | 96.213 | superdesign-skillskill · front-endContributed by Sentinel | The design skill for Claude Code, Cursor and any coding agent. Stop shipping AI-slop UI: turn it into shippable, tasteful frontend. Install: npx… | 520 stars · 38 forks | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.
Leaderboard ranks all 29,112 scored components; Formula shows the arithmetic.