What is the best MCP servers and plugin for recruiting and hiring?

By tashan's measured score: Cvx, Vitex — AI Resume Generator, Gtm Hiring Signal Scraper, Hr, MCP FactorialHR. the score combines upkeep and freshness, gated by real adoption — every input is public and linked to its source.

How is the ranking calculated?

From public signal only: npm download volume and publish cadence, GitHub push/release recency, contributor count, registry status, and how often a capability appears in real public agent configs. Nobody can pay to change a score, rank, or listing.

The Index · Recruiting and hiring

Recruiting and hiring

Q: Who does recruiting and hiring as part of their job?

This is a process step performed by Accountants and Auditors, Compensation and Benefits Managers, Compensation, Benefits, and Job Analysis Specialists, Human Resources Managers, Human Resources Specialists, Training and Development Specialists, per the O*NET 30.3 occupational database.

'Sourcing', 'screening', 'the loop' — ATS work. The taxonomy had an `hr` role whose only task was building curriculum, so every ATS capability had nowhere to go. tashan measures 20 capabilities for this work. Ranked on upkeep, freshness and real adoption, every input public. How we measure ›

#	Capability	tashan	Evidence	Health
1	Cvx supporting npm solid	65	1k/wk	active
2	Vitex — AI Resume Generator supporting npm solid	42	43/wk	active
3	Gtm Hiring Signal Scraper supporting npm solid	41	60/wk	active
4	Hr supporting npm solid	36	30/wk	active
5	MCP FactorialHR supporting npm	66	667/wk	active
6	Glassdoor supporting npm	61	109/wk	active
7	Ashby supporting npm	57	352/wk	active
8	Bothire supporting npm	56	381/wk	active
9	Matchcv supporting npm	55	257/wk	active
10	ATS Jobs — open roles and hiring changes supporting npm	54	187/wk	active
11	cv.json — open CV data supporting npm	51	77/wk	active
12	Resume Optimizer supporting npm	49	153/wk	active
13	Juicedresume supporting npm	46	19/wk	active
14	Osf Data Marketplace supporting npm	45	47/wk	active
15	Staff Resume supporting plugin	42	1 marketplaces	—
16	Opentrain supporting npm	42	65/wk	active
17	VerifyRef supporting npm	41	58/wk	active
18	Cv Tailor supporting npm	41	21/wk	active
·	Ask Xverum supporting npm deprecated	not scored yet	91/wk	abandoned
20	LinkedIn MCP Tools supporting npm thin	43	100/wk	active

Who does this work

O*NET records this as a core process step for 6 occupations, including Accountants and Auditors, Compensation and Benefits Managers, Compensation, Benefits, and Job Analysis Specialists, Human Resources Managers, Human Resources Specialists, Training and Development Specialists.

Recorded there as: "Analyze data to inform personnel decisions" / "Evaluate effectiveness of personnel policies or practices". We publish it under the name practitioners use.

Recently changed in Recruiting and hiring

12 changes recorded here in the last 45 days, newest and most serious first.

2026-08-11 Cv Tailor — cv-tailor now reaches browser
2026-08-10 Vitex — AI Resume Generator — the tashan score for vitex fell to 46.0, from 53.0
2026-08-13 Cvx — @hrtips/cvx published 1.7.2, was 1.6.0
2026-08-15 Gtm Hiring Signal Scraper — mcp-gtm-hiring-signal-scraper published 1.1.1, was 1.0.6

This page cannot know what you run. tashan doctor reads your own config and names which of these you have — Pro adds the history behind each, and what to move to.

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Other work

Agent configuration Agent development Animation and generated imagery Application development Attribution Audio production Audit Bookkeeping Browser automation CAD modelling Career development Code review Content marketing Contract review Copy editing Copywriting Customer support Dashboards and reporting Data pipelines Data quality Database access Debugging Design critique Document production Exploratory data analysis Financial modelling Hardware design Incident response Infrastructure and deployment Knowledge management Literature review Logistics and fulfilment ML engineering Market analysis Messaging and email Model evaluation Observability PRDs and specs Performance optimisation Process automation Product strategy Project management Prompt engineering Query optimisation Regulatory compliance Retrieval systems Risk assessment SEO Sales pipeline Scientific research Security review Software architecture Statistical modelling Technical documentation Test automation Training material User research Version control Video editing Visual design Web development Web research Web scraping

Occupational data from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration, used under CC BY 4.0. tashan consolidated its process steps into the terms practitioners use; O*NET does not endorse this site.

See the full Index ›

tashan Pro$6/mo

12 changes across Recruiting and hiring in the last 45 days. A new advisory, an install script appearing, a maintainer leaving. All listed free above. Pro keeps the series behind each row, so a number today comes with a direction.

The whole series behind any row, back to the first day we measured it
The replacement, named — not just the news that something died
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