# What a hr / recruiting should install

> Capabilities measured for the work a hr / recruiting does.

Source: https://tashan.sh/role/hr.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 | [Anki](https://tashan.sh/capability/pkg-ankimcp-anki-mcp-server.html) | 78 | 2k/wk | active |
| 2 | [Campus CLI](https://tashan.sh/capability/pkg-campus-cli.html) | 62 | 1k/wk | active |
| 3 | [Guide · OriNachum](https://tashan.sh/capability/plugin-orinachum-onboarding-claude-code-guide.html) | 55 | 117 ★ | active |
| 4 | [Claude English Buddy](https://tashan.sh/capability/plugin-xiaolai-claude-english-buddy-for-claude-claude-english-buddy.html) | 44 | 26 ★ | active |
| 5 | [Gogcli MCP Classroom](https://tashan.sh/capability/pkg-gogcli-mcp-classroom.html) | 64 | 525/wk | active |
| 6 | [Claude Education Skills Library](https://tashan.sh/capability/plugin-garethmanning-claude-education-skills-claude-education-skills-library.html) | 59 | 471 ★ | active |
| 7 | [Learning Output Style](https://tashan.sh/capability/plugin-anthropics-claude-plugins-official-learning-output-style.html) | 46 | 2 marketplaces | — |
| 8 | [Cv · Roxabi](https://tashan.sh/capability/plugin-roxabi-roxabi-plugins-cv.html) | 39 | 1 marketplaces | active |
| 9 | [LinkedIn Apply](https://tashan.sh/capability/plugin-roxabi-roxabi-plugins-linkedin-apply.html) | 39 | 1 marketplaces | active |
| 10 | [JobGPT - Job Search Automation & Auto Apply](https://tashan.sh/capability/pkg-jobgpt-mcp-server.html) | 36 | 84/wk | active |
| 11 | [Trackly](https://tashan.sh/capability/pkg-trackly-cli.html) | 67 | 638/wk | active |
| 12 | [Cvx](https://tashan.sh/capability/pkg-hrtips-cvx.html) | 65 | 1k/wk | active |
| 13 | [Jobo Job Search](https://tashan.sh/capability/pkg-jobo-job-search-mcp.html) | 51 | 300/wk | active |
| 14 | [JobYap Job Search](https://tashan.sh/capability/pkg-jobyap-mcp.html) | 47 | 167/wk | active |
| 15 | [Vitex — AI Resume Generator](https://tashan.sh/capability/pkg-vitex-cli.html) | 42 | 43/wk | active |
| 16 | [Gtm Hiring Signal Scraper](https://tashan.sh/capability/pkg-mambalabsdev-mcp-gtm-hiring-signal-scraper.html) | 41 | 60/wk | active |
| 17 | [Hr](https://tashan.sh/capability/pkg-autostackup-hr.html) | 36 | 30/wk | active |
| 18 | [Indeed](https://tashan.sh/capability/pkg-hasdata-indeed-mcp.html) | 67 | 435/wk | active |
| 19 | [MCP FactorialHR](https://tashan.sh/capability/pkg-t4dhg-mcp-factorial.html) | 66 | 667/wk | active |
| 20 | [Devcoach](https://tashan.sh/capability/pkg-devcoach.html) | 63 | 441/wk | active |
| 21 | [Glassdoor](https://tashan.sh/capability/pkg-hasdata-glassdoor-mcp.html) | 61 | 109/wk | active |
| 22 | [Delx](https://tashan.sh/capability/pkg-delx-mcp-server.html) | 59 | 420/wk | active |
| 23 | [Ashby](https://tashan.sh/capability/pkg-mcp-ashby.html) | 57 | 352/wk | active |
| 24 | [Dreamworkhq](https://tashan.sh/capability/pkg-dreamworkhq-mcp.html) | 56 | 84/wk | active |
| 25 | [Bothire](https://tashan.sh/capability/pkg-bothire-mcp.html) | 56 | 381/wk | active |
| 26 | [Matchcv](https://tashan.sh/capability/pkg-matchcv-mcp.html) | 55 | 257/wk | active |
| 27 | [FoundRole — AI Job Search & Application Tracker MCP for Claude & ChatGPT](https://tashan.sh/capability/pkg-foundrole-ai-job-search-mcp.html) | 55 | 94/wk | active |
| 28 | [StudioMeyer Academy](https://tashan.sh/capability/pkg-mcp-academy.html) | 55 | 330/wk | active |
| 29 | [Smarter Weather Developer Onboarding](https://tashan.sh/capability/pkg-smarterweather-mcp-onboarding.html) | 55 | 212/wk | active |
| 30 | [ATS Jobs — open roles and hiring changes](https://tashan.sh/capability/pkg-ats-jobs-mcp.html) | 54 | 187/wk | active |
| 31 | [Merekit](https://tashan.sh/capability/pkg-merekit-cli.html) | 54 | 81/wk | active |
| 32 | [Career Compass](https://tashan.sh/capability/pkg-career-compass-mcp.html) | 51 | 165/wk | active |
| 33 | [cv.json — open CV data](https://tashan.sh/capability/pkg-cvjson-mcp.html) | 51 | 77/wk | active |
| 34 | [Resume Optimizer](https://tashan.sh/capability/pkg-resume-optimizer.html) | 49 | 153/wk | active |
| 35 | [Jobscout](https://tashan.sh/capability/pkg-sarutobi-sasuke-jobscout-mcp.html) | 47 | 82/wk | active |
| 36 | [Juicedresume](https://tashan.sh/capability/pkg-juicedresume-mcp.html) | 46 | 19/wk | active |
| 37 | [Osf Data Marketplace](https://tashan.sh/capability/pkg-osf-data-marketplace.html) | 45 | 47/wk | active |
| 38 | [Hh](https://tashan.sh/capability/pkg-theyahia-hh-mcp.html) | 44 | 114/wk | active |
| 39 | [Staff Resume](https://tashan.sh/capability/plugin-smykla-skalski-sai-staff-resume.html) | 42 | 1 marketplaces | — |
| 40 | [Opentrain](https://tashan.sh/capability/pkg-opentrain-ai-mcp.html) | 42 | 65/wk | active |

Showing the top 40 of 46. The full ranked shelf is at https://tashan.sh/role/hr.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.