# AI & Agents — MCP servers and agent skills, ranked

> Every ai & agents capability tashan measures, ranked on public evidence.

Source: https://tashan.sh/category/ai.html
Ranked by the tashan score
  (upkeep and freshness, gated by real adoption). Public evidence only — nothing paid can
  change a rank. Method: https://tashan.sh/methodology.html

## Ranked

| # | Capability | tashan score | Adoption evidence | Activity |
|---|---|---|---|---|
| 1 | [Sequential Thinking](https://tashan.sh/capability/pkg-modelcontextprotocol-server-sequential-thinking.html) | 94 | 109k/wk | active |
| 2 | [Eve](https://tashan.sh/capability/pkg-eve.html) | 84 | 702k/wk | active |
| 3 | [Cline](https://tashan.sh/capability/pkg-cline.html) | 82 | 142k/wk | active |
| 4 | [Openviking Memory](https://tashan.sh/capability/plugin-volcengine-openviking-openviking-memory.html) | 81 | 34k ★ | active |
| 5 | [Z AI](https://tashan.sh/capability/pkg-z-ai-mcp-server.html) | 79 | 13k/wk | active |
| 6 | [Neurolink](https://tashan.sh/capability/pkg-juspay-neurolink.html) | 79 | 7k/wk | active |
| 7 | [Gitnexus](https://tashan.sh/capability/plugin-abhigyanpatwari-gitnexus-gitnexus.html) | 78 | 47k ★ | active |
| 8 | [Clawdi](https://tashan.sh/capability/pkg-clawdi.html) | 78 | 7k/wk | active |
| 9 | [HuggingFace Skills](https://tashan.sh/capability/plugin-huggingface-skills-huggingface-skills.html) | 77 | 11k ★ | active |
| 10 | [Deepeval](https://tashan.sh/capability/plugin-confident-ai-deepeval-deepeval.html) | 77 | 17k ★ | active |
| 11 | [Claude Mem](https://tashan.sh/capability/plugin-thedotmack-claude-mem-claude-mem.html) | 77 | 89k ★ | active |
| 12 | [Todos](https://tashan.sh/capability/pkg-hasna-todos.html) | 77 | 50k/wk | active |
| 13 | [Claude Flow](https://tashan.sh/capability/pkg-claude-flow-cli.html) | 77 | 38k/wk | active |
| 14 | [Mementos](https://tashan.sh/capability/pkg-hasna-mementos.html) | 77 | 34k/wk | active |
| 15 | [Argocd](https://tashan.sh/capability/pkg-argocd-mcp.html) | 77 | 13k/wk | active |
| 16 | [Agents CLI](https://tashan.sh/capability/pkg-phnx-labs-agents-cli.html) | 77 | 7k/wk | active |
| 17 | [Atomic Agents](https://tashan.sh/capability/plugin-brainblend-ai-atomic-agents-atomic-agents.html) | 76 | 6k ★ | active |
| 18 | [Diffusers](https://tashan.sh/capability/plugin-huggingface-diffusers-diffusers.html) | 76 | 34k ★ | active |
| 19 | [Copilotkit](https://tashan.sh/capability/plugin-copilotkit-copilotkit-copilotkit.html) | 76 | 37k ★ | active |
| 20 | [Ruflo](https://tashan.sh/capability/pkg-ruflo.html) | 76 | 29k/wk | active |
| 21 | [Agentmemory](https://tashan.sh/capability/plugin-rohitg00-agentmemory-agentmemory.html) | 75 | 28k ★ | active |
| 22 | [Agentdb](https://tashan.sh/capability/pkg-agentdb.html) | 75 | 96k/wk | active |
| 23 | [Claude Flow · ruvnet](https://tashan.sh/capability/pkg-claude-flow.html) | 75 | 17k/wk | active |
| 24 | [Octo](https://tashan.sh/capability/plugin-nyldn-claude-octopus-octo.html) | 74 | 4k ★ | active |
| 25 | [Harness](https://tashan.sh/capability/plugin-revfactory-harness-harness.html) | 74 | 9k ★ | active |
| 26 | [Agentic Flow](https://tashan.sh/capability/pkg-agentic-flow.html) | 74 | 67k/wk | active |
| 27 | [Instar](https://tashan.sh/capability/pkg-instar.html) | 74 | 16k/wk | active |
| 28 | [DeepSeek](https://tashan.sh/capability/pkg-deepseek-mcp-server.html) | 73 | 970/wk | active |
| 29 | [Grix Connector](https://tashan.sh/capability/pkg-grix-connector.html) | 73 | 7k/wk | active |
| 30 | [Daedalus CLI](https://tashan.sh/capability/pkg-daedalus-cli.html) | 73 | 5k/wk | active |
| 31 | [Claude Harness](https://tashan.sh/capability/plugin-chachamaru127-claude-code-harness-claude-harness.html) | 72 | 3k ★ | active |
| 32 | [Clickup](https://tashan.sh/capability/pkg-taazkareem-clickup-mcp-server.html) | 72 | 13k/wk | active |
| 33 | [Ecc Universal](https://tashan.sh/capability/pkg-ecc-universal.html) | 72 | 7k/wk | active |
| 34 | [Xopc](https://tashan.sh/capability/pkg-xopcai-xopc.html) | 72 | 5k/wk | active |
| 35 | [Code Graph](https://tashan.sh/capability/pkg-sdsrs-code-graph.html) | 72 | 4k/wk | active |
| 36 | [Iclavue](https://tashan.sh/capability/pkg-iclavue.html) | 72 | 4k/wk | active |
| 37 | [Takt](https://tashan.sh/capability/pkg-takt.html) | 72 | 4k/wk | active |
| 38 | [Cq](https://tashan.sh/capability/plugin-mozilla-ai-cq-cq.html) | 71 | 1k ★ | active |
| 39 | [Acontext](https://tashan.sh/capability/plugin-memodb-io-acontext-acontext.html) | 71 | 4k ★ | active |
| 40 | [Memsearch](https://tashan.sh/capability/plugin-zilliztech-memsearch-memsearch.html) | 71 | 3k ★ | active |

Showing the top 40 of 734. The full ranked shelf is at https://tashan.sh/category/ai.html.

## What these numbers are not

- The tashan score measures upkeep, freshness and adoption. It is **not** a security
  verdict and **not** a measure of whether the capability works well.
- `not scored` means too little public evidence to rank, never that something is bad.
- The security audit is separate and free per capability, on each page above.