The Index · AI & Agents
AI & Agents MCP servers, plugins & skills, ranked
Reasoning, agents, model & LLM orchestration. tashan measures 120 capabilities here and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›
| # | Capability | tashan | Evidence | Health |
|---|---|---|---|---|
| 1 | Orchestrator plugin AI & Agents | 26 | 0 ★ | active |
| 2 | Plan First plugin AI & Agents | 26 | 0 ★ | active |
| 3 | Perforce plugin AI & Agents | 26 | 8 ★ | active |
| 4 | Claude Talk plugin AI & Agents | 26 | 0 ★ | active |
| 5 | TTS Fast npm AI & Agents | 26 | 130/wk | abandoned |
| 6 | Liminality remote AI & Agents | 26 | 0 ★ | active |
| 7 | Mnema remote AI & Agents | 26 | 0 ★ | active |
| 8 | TTS remote AI & Agents | 26 | 0 ★ | active |
| 9 | Agentmancy plugin AI & Agents | 25 | 0 ★ | active |
| 10 | Chinese LLM Models plugin AI & Agents | 25 | 0 ★ | active |
| 11 | Pearl LLM Memory plugin AI & Agents | 25 | 0 ★ | active |
| 12 | Substrate · PKaldone plugin AI & Agents | 25 | 0 ★ | active |
| 13 | Telegram Voice STT plugin AI & Agents | 25 | 0 ★ | active |
| 14 | Scrip Programming plugin AI & Agents | 25 | 0 ★ | active |
| 15 | Awesome Thinking plugin AI & Agents | 25 | 0 ★ | active |
| 16 | HAL npm AI & Agents | 25 | 96/wk | abandoned |
| 17 | Claude Memory plugin AI & Agents | 24 | 0 ★ | active |
| 18 | Engram · tstockham96 plugin AI & Agents | 24 | 0 ★ | active |
| 19 | Scriptify plugin AI & Agents | 24 | 0 ★ | active |
| 20 | AI & Agents | 24 | 7k/wk | abandoned |
| 21 | Archbee npm AI & Agents | 24 | 709/wk | abandoned |
| 22 | Echorift npm AI & Agents | 24 | 43/wk | abandoned |
| 23 | AI & Agents | 24 | 0 ★ | active |
| 24 | Amber remote AI & Agents | 24 | 0 ★ | active |
| 25 | Artin0123 Gemini Image remote AI & Agents | 23 | 2 ★ | stable |
| 26 | Threadminder remote AI & Agents | 23 | 0 ★ | active |
| 27 | AI & Agents | 22 | 103/wk | abandoned |
| 28 | Leghis Smart Thinking remote AI & Agents | 22 | 33 ★ | active |
| 29 | Agentmemorymcp remote AI & Agents | 22 | 0 ★ | active |
| 30 | Byterovermemory remote AI & Agents | 22 | 0 ★ | active |
| 31 | Evalscopebench remote AI & Agents | 22 | 0 ★ | active |
| 32 | Futureagievals remote AI & Agents | 22 | 0 ★ | active |
| 33 | Geminiupgradeqa remote AI & Agents | 22 | 0 ★ | active |
| 34 | Rtkcontext remote AI & Agents | 22 | 0 ★ | active |
| 35 | Veocreditwaste remote AI & Agents | 22 | 0 ★ | active |
| 36 | AI & Agents | 21 | 75/wk | abandoned |
| 37 | Atest npm AI & Agents | 21 | 56/wk | abandoned |
| 38 | Nexustoken SDK python AI & Agents | 21 | 1 ★ | active |
| 39 | AI & Agents | 20 | 141/wk | abandoned |
| 40 | AI & Agents | 20 | 46/wk | abandoned |
| 41 | Client SDK npm AI & Agents | 19 | 1k/wk | abandoned |
| 42 | Contexta remote AI & Agents | 19 | 0 ★ | active |
| 43 | AWS Bedrock Cost Tool plugin AI & Agents | 18 | 0 ★ | abandoned |
| 44 | AI & Agents | 18 | 0 ★ | active |
| 45 | Techknowmad AI Skills plugin AI & Agents | 17 | 0 ★ | abandoned |
| 46 | Agent Marketplace remote AI & Agents | 17 | — | active |
| 47 | AI & Agents | 14 | 1 marketplaces | — |
| 48 | Wave Planner Skill plugin AI & Agents | 14 | 1 marketplaces | — |
| 49 | Loopita plugin AI & Agents | 14 | 1 marketplaces | — |
| 50 | Tethr plugin AI & Agents | 14 | 1 marketplaces | — |
| 51 | Particle Sandbox Physics plugin AI & Agents | 14 | 1 marketplaces | — |
| 52 | Ruby Lsp · lorismaz plugin AI & Agents | 14 | 1 marketplaces | — |
| 53 | Stimulus Lsp plugin AI & Agents | 14 | 1 marketplaces | — |
| 54 | Solargraph plugin AI & Agents | 14 | 1 marketplaces | — |
| 55 | Charm Ruby plugin AI & Agents | 14 | 1 marketplaces | — |
| 56 | Parallel Task remote AI & Agents | 12 | 15 ★ | abandoned |
| 57 | Huuthangntk Claude Vision remote AI & Agents | 12 | 0 ★ | abandoned |
| 58 | AI & Agents | 11 | 0 ★ | abandoned |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | AI Ml API Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | All Images AI Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Autom Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Breezy Hr Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Coinbase Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Composio Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | Control D Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | Cutt Ly Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Dadata Ru Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | ElevenLabs Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Files Com Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Gift Up Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Go To Webinar Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Google Maps Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | Googledrive Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Googlesuper Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Googletasks Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Groqcloud Automation skill AI & Agents | not scored yet | 1 repos | active |
| · | Boardroom skill AI & Agents | not scored yet | 1 repos | active |
| · | Cro Review skill AI & Agents | not scored yet | 1 repos | active |
| · | Cross Eval skill AI & Agents | not scored yet | 1 repos | active |
| · | Decide skill AI & Agents | not scored yet | 1 repos | active |
| · | Founder Mode skill AI & Agents | not scored yet | 1 repos | active |
| · | Gc Review skill AI & Agents | not scored yet | 1 repos | active |
| · | Office Hours skill AI & Agents | not scored yet | 1 repos | active |
| · | Board Prep skill AI & Agents | not scored yet | 1 repos | active |
| · | Executive Mentor skill AI & Agents | not scored yet | 1 repos | active |
| · | Hard Call skill AI & Agents | not scored yet | 1 repos | active |
| · | Board Meeting skill AI & Agents | not scored yet | 1 repos | active |
| · | C Level Skills skill AI & Agents | not scored yet | 1 repos | active |
| · | Chief Of Staff skill AI & Agents | not scored yet | 1 repos | active |
| · | Company OS skill AI & Agents | not scored yet | 1 repos | active |
| · | Decision Logger skill AI & Agents | not scored yet | 1 repos | active |
| · | Intl Expansion skill AI & Agents | not scored yet | 1 repos | active |
| · | Commercial Skills skill AI & Agents | not scored yet | 1 repos | active |
| · | Pricing Strategist skill AI & Agents | not scored yet | 1 repos | active |
| · | Report skill AI & Agents | not scored yet | 1 repos | active |
| · | Extract skill AI & Agents | not scored yet | 1 repos | active |
| · | Memory Review skill AI & Agents | not scored yet | 1 repos | active |
| · | Memory Status skill AI & Agents | not scored yet | 1 repos | active |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | Senior Computer Vision skill AI & Agents | not scored yet | 1 repos | active |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | Behuman skill AI & Agents | not scored yet | 1 repos | active |
| · | API Test Suite Builder skill AI & Agents | not scored yet | 1 repos | active |
| · | Self Eval skill AI & Agents | not scored yet | 1 repos | active |
| · | Strict API skill AI & Agents | not scored yet | 1 repos | active |
| · | Form Cro skill AI & Agents | not scored yet | 1 repos | active |
| · | Onboarding Cro skill AI & Agents | not scored yet | 1 repos | active |
| · | Signup Flow Cro skill AI & Agents | not scored yet | 1 repos | active |
| · | Meetings skill AI & Agents | not scored yet | 1 repos | active |
| · | Agent Decision Receipts skill AI & Agents | not scored yet | 1 repos | active |
| · | AI & Agents | not scored yet | 1 repos | active |
| · | CLI Developer skill AI & Agents | not scored yet | 1 repos | active |
0 of these have been expertise-graded against their documentation; the rest carry adoption and upkeep signal only. We publish what is measured and say plainly what isn't.
Head to head
The question people actually ask, answered with two measurements taken the same day by the same scorer.
SDK vs Sequential ThinkingSequential Thinking vs MdkCoolify vs Sequential ThinkingExpress · descope vs Sequential ThinkingSequential Thinking vs Toon MemoryDeepSeek vs Sequential ThinkingMemorix vs Sequential ThinkingSDK vs MdkCoolify vs SDKExpress · descope vs SDKSDK vs Toon MemoryDeepSeek vs SDK