ZBS Index What actually exists in applied AI, with the source next to it

mcp server

ats

Which ATS does a company use? Portal-verified answers for 743 employers + resume ATS check. No key.

Description as published by the maintainer. Source

  • version 1.0.0
  • active

active — Most recent push to the repository was 2026-07-30.

What this server can do

6 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

ats_changes(limit)
The living-feed counterpart of the dataset: which tracked employers changed their applicant tracking system. ResumeAI automatically re-probes every company's careers portal against live vendor infrastructure on a weekly rotation; detected changes are human-confirmed before they appear here. An empty list means no confirmed changes yet — not that monitoring is off. Returns at most 50 rows, newest first.
ats_stats
Canonical ATS market-share numbers from ResumeAI's State of ATS 2026 dataset: 738 large employers checked, 704 portal-verified (June 2026 audit, re-verified July 2026). Workday leads at 38.0% of verified employers — not the ~75% figure often repeated online — and the top 3 vendors cover about 60%. Shares are computed live from the verified rows.
check_resume(ats, api_key, company, resume_text, job_description)
Score a resume 0-100 with ResumeAI's production ATS engine — the same one behind https://withresumeai.com/ats-checker. Returns a breakdown (keywords, format, sections, content, length), concrete fixes, and missing keywords. Optionally pass a target company (to get that employer's verified ATS + vendor-specific parsing rules) and/or a job description (to score keyword overlap against the posting). Rate limited to 10 checks per day per IP; pass a paid api_key ($49/mo at https://withresumeai.com/developers) for unlimited calls. Required: resume_text.
get_agent_resume(token)
Fetch a job seeker's structured, machine-readable resume as JSON Resume (https://jsonresume.org/schema/) — but ONLY when its human owner has explicitly shared a consent token for it. Pass that token and the tool returns the JSON Resume plus ats_context: how to render the profile for the owner's target applicant tracking system, grounded in ResumeAI's portal-verified State of ATS 2026 data (recommended file format, layout, and vendor parsing rules). No token, an invalid token, or a token the owner has revoked returns nothing. There is no way to browse, search, list, or enumerate resumes with this server — the owner-minted token is the only key, and the owner can revoke it at any time. This tool never exposes personal data without one. Required: token.
list_companies(ats, industry, verified_only)
List employers from the State of ATS 2026 dataset, optionally filtered by ATS vendor (case-insensitive substring, e.g. 'workday', 'greenhouse', 'oracle') and/or industry (substring, e.g. 'health', 'consulting'). Returns at most 100 rows per call — narrow the filters or fetch the full dataset from https://withresumeai.com/api/v1/ats.
which_ats(company)
Look up the applicant tracking system (ATS) a specific large employer uses, from ResumeAI's State of ATS 2026 dataset (738 Fortune 500 / Global 2000 employers checked, 704 verified against live careers portals, June 2026 audit, re-verified July 2026). Accepts a company name or slug, e.g. 'Nike' or 'jpmorgan-chase'. Required: company.

Last successful function declaration observed on . Source: https://withresumeai.com/api/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://withresumeai.com/api/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 5 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-07-30 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 0 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 1.0.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-17 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-17 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub
mcp tools declared 6 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe withresumeai.com
mcp endpoint status ok The server listed 6 functions when asked. as of probe withresumeai.com

Where to get it

Related, by what their authors tagged them

  • io.github.FormatixAI/mcp-server — last commit 2026-06-16, shares recruitment
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  • io.github.erashev-fedor/gemsift-mcp — last commit 2026-06-23, shares ats
    AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT.
  • OpenHire · 哨兵 — last commit 2026-07-27, shares ats
    Radar for remote AI/Infra jobs from employer ATS; your résumé never transits the server.
  • Love Oracle — Tarot — last commit 2026-08-04, shares dataset
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  • com.le-teen/college-roi-mcp — last commit 2026-07-15, shares dataset
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  • AI Readiness (hosted) — last commit 2026-07-09, shares dataset
    Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No install.

These share tags the maintainers applied themselves, such as recruitment, ats, dataset. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: ats, dataset, recruitment, typescript.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Kayvan-Zahiri/state-of-ats-2026 on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.
  3. Tools declared by the MCP server at https://withresumeai.com/api/mcp — withresumeai.com, observed , trust tier 4.