The Index · AI & Agents
AI & Agents MCP servers & skills, ranked
Reasoning, agents, model & LLM orchestration. tashan measures 27 capabilities here and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›
| # | Capability | tashan | Evidence | Health |
|---|---|---|---|---|
| · | Fine Tuning Expert skill AI & Agents | not scored yet | 1 repos | active |
| · | Laravel Specialist skill AI & Agents | not scored yet | 1 repos | active |
| · | Rails Expert skill AI & Agents | not scored yet | 1 repos | active |
| · | Rust Engineer skill AI & Agents | not scored yet | 1 repos | active |
| · | Spark Engineer skill AI & Agents | not scored yet | 1 repos | active |
| · | Spring Boot Engineer skill AI & Agents | not scored yet | 1 repos | active |
| · | Learn · xoai skill AI & Agents | not scored yet | 3 repos | — |
| · | Agent Email Inbox skill AI & Agents | not scored yet | 1 repos | — |
| · | Creative Decomposition skill AI & Agents | not scored yet | 1 repos | — |
| · | Cross Model Review skill AI & Agents | not scored yet | 1 repos | — |
| · | Databricks AI Functions skill AI & Agents | not scored yet | 1 repos | — |
| · | Databricks AI Runtime skill AI & Agents | not scored yet | 1 repos | — |
| · | Databricks Ml Training skill AI & Agents | not scored yet | 1 repos | — |
| · | Databricks Model Serving skill AI & Agents | not scored yet | 1 repos | — |
| · | Databricks Pipelines skill AI & Agents | not scored yet | 1 repos | — |
| · | AI & Agents | not scored yet | 1 repos | — |
| · | AI & Agents | not scored yet | 1 repos | — |
| · | Descope Auth skill AI & Agents | not scored yet | 1 repos | — |
| · | Descope Terraform skill AI & Agents | not scored yet | 1 repos | — |
| · | Do skill AI & Agents | not scored yet | 1 repos | — |
| · | Memory · memvid skill AI & Agents | not scored yet | 1 repos | — |
| · | Modern Portfolio Theory skill AI & Agents | not scored yet | 1 repos | — |
| · | Mp Sdks skill AI & Agents | not scored yet | 1 repos | — |
| · | Peer Review skill AI & Agents | not scored yet | 1 repos | — |
| · | Euearth remote AI & Agents | not scored yet | — | abandoned |
| · | AI & Agents | not scored yet | — | abandoned |
| · | Token Savior Recall python AI & Agents | not scored yet | — | abandoned |
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