# What to use for market analysis

> 'Market research' / 'competitive intel' — sizing, positioning, who else is here.

Source: https://tashan.sh/task/market-analysis.html
Ranked by fit for the task, then how well it documents itself, then 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 | [Kiwoom Securities](https://tashan.sh/capability/pkg-kiwoom-mcp-server.html) | 63 | 649/wk | active |
| 2 | [Haytham](https://tashan.sh/capability/plugin-arslan70-haytham-haytham.html) | 51 | 13 ★ | active |
| 3 | [Gooseworks](https://tashan.sh/capability/plugin-gooseworks-ai-gooseworks-gooseworks.html) | 48 | 6 ★ | active |
| 4 | [Mangrovetrader](https://tashan.sh/capability/plugin-mangrovetechnologies-mangrove-trader-plugin-mangrovetrader.html) | 45 | 3 ★ | active |
| 5 | [Last30days](https://tashan.sh/capability/plugin-mvanhorn-last30days-skill-last30days.html) | 76 | 54k ★ | active |
| 6 | [Tyc CLI](https://tashan.sh/capability/pkg-tyc-cli.html) | 62 | 2k/wk | active |
| 7 | [Bykaranteli](https://tashan.sh/capability/pkg-bykaranteli-mcp.html) | 60 | 395/wk | active |
| 8 | [Vibe Prospecting](https://tashan.sh/capability/plugin-explorium-ai-vibeprospecting-plugin-vibe-prospecting.html) | 59 | 18 ★ | active |
| 9 | [Eia Energy](https://tashan.sh/capability/pkg-cyanheads-eia-energy-mcp-server.html) | 59 | 256/wk | active |
| 10 | [Eurostat](https://tashan.sh/capability/pkg-cyanheads-eurostat-mcp-server.html) | 55 | 214/wk | active |
| 11 | [Sui Analytics](https://tashan.sh/capability/pkg-sui-analytics-mcp.html) | 54 | 220/wk | active |
| 12 | [Llamaventures](https://tashan.sh/capability/pkg-llamaventures-cli.html) | 54 | 125/wk | active |
| 13 | [Alphacouncil Agent](https://tashan.sh/capability/pkg-alphacouncil-agent.html) | 51 | 94/wk | active |
| 14 | [Parallax](https://tashan.sh/capability/plugin-bencharoenwong-parallax-workflows-parallax.html) | 46 | 3 ★ | active |
| 15 | [Deepmiro](https://tashan.sh/capability/plugin-kakarot-dev-deepmiro-deepmiro.html) | 42 | 7 ★ | active |
| 16 | [Product Org OS](https://tashan.sh/capability/plugin-yohayetsion-product-org-os-product-org-os.html) | 40 | 4 ★ | active |
| 17 | [Xrpl Utilities](https://tashan.sh/capability/pkg-xrpl-utilities-mcp.html) | 61 | 467/wk | active |
| 18 | [Bigdata Com](https://tashan.sh/capability/plugin-bigdata-com-bigdata-plugins-marketplace-bigdata-com.html) | 46 | 2 ★ | active |
| 19 | [Barker Stablecoin Skills](https://tashan.sh/capability/plugin-ybsbarker-barker-stablecoin-skills-barker-stablecoin-skills.html) | 46 | 3 ★ | active |
| 20 | [Algovault Skills](https://tashan.sh/capability/plugin-algovaultlabs-algovault-skills-algovault-skills.html) | 43 | 1 ★ | active |
| 21 | [Comparative Landscape Brief](https://tashan.sh/capability/plugin-enalbenerraw-blanewarrene-comparative-landscape-brief.html) | 40 | 1 marketplaces | active |
| 22 | [Vaaya](https://tashan.sh/capability/pkg-vaaya-mcp.html) | 65 | 518/wk | active |
| 23 | [Crypto Price](https://tashan.sh/capability/pkg-mcp-crypto-price.html) | 51 | 205/wk | active |
| 24 | [Sandbase Skills](https://tashan.sh/capability/plugin-sandbaseai-sandbase-skills-sandbase-skills.html) | 59 | 29 ★ | active |
| 25 | [Raportagent](https://tashan.sh/capability/pkg-raportagent-mcp.html) | 44 | 48/wk | active |

## 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.