AI career tools with an official MCP server
The INITE Atlas lists 60. By use, the list opens with Himalayas, 4-Day Week Jobs (32hrs @ 100% Salary), ApplyAll, freehire and Clera.
The vendor's own server in the official MCP registry - its domain verified there, or published under its own name - asked whether it answers and what tools it offers.
Where each one says so
| Tool | Where it says so | Price | Visits/mo |
|---|---|---|---|
| registry: app.himalayas/mcpour MCP pageread Oct 12, 2026 | From $9/mo | 190k | |
| registry: io.4dayweek/jobsour MCP pageread Oct 16, 2026 | From $25/mo | 126k | |
| registry: com.applyall/mcpour MCP pageread Oct 16, 2026 | From $249 once | 7.7k | |
| registry: me.freehire/freehireour MCP pageread Oct 16, 2026 | Free plan · From $5/mo | 3.8k | |
| registry: com.getclera/cleraour MCP pageread Oct 17, 2026 | Pay per use | 842 | |
| registry: io.github.freecvorg/cvjsonour MCP pageread Oct 10, 2026 | Free plan · From $9/mo | 837 | |
| registry: io.debriefing/debriefingour MCP pageread Oct 17, 2026 | From $80/mo | 737 | |
| registry: com.hiringcensus/hiring-censusour MCP pageread Oct 17, 2026 | Free plan · From $19/mo | 661 | |
| registry: ai.resumax/resumaxour MCP pageread Oct 17, 2026 | Free plan · From $29/mo | 589 | |
| registry: ai.feedboss/feedbossour MCP pageread Oct 10, 2026 | Free plan · From $29/mo | 196 | |
| registry: com.bespree/resumesour MCP pageread Oct 15, 2026 | From $79 once | 192 | |
| registry: com.applystead/jobsour MCP pageread Oct 19, 2026 | From $60/mo | 95 | |
| registry: io.github.fourleafai/clover-publicour MCP pageread Oct 10, 2026 | Free plan · From $5 once | 93 | |
| registry: pro.resumemd/resumemdour MCP pageread Oct 13, 2026 | Free plan · From $9/mo | 84 | |
| registry: org.jobbi/gigsour MCP pageread Oct 19, 2026 | Price not read | 64 | |
| registry: com.schedulenchill/mcpour MCP pageread Oct 19, 2026 | Free plan · From $9/mo | 47 | |
| registry: com.meertrack/mcp-serverour MCP pageread Oct 13, 2026 | From $19/mo | 36 | |
| registry: app.applybolt/applyboltour MCP pageread Oct 13, 2026 | Price not read | 35 | |
| registry: ai.maxcv/resumeour MCP pageread Oct 13, 2026 | Free plan · From $9.99 once | 27 | |
| registry: com.alleskralle/jobsour MCP pageread Oct 19, 2026 | Price not read | 21 | |
| registry: com.withresumeai/atsour MCP pageread Oct 19, 2026 | Free plan · From $19.99/mo | 21 | |
| registry: com.airesumemaster/resume-builderour MCP pageread Oct 19, 2026 | Free plan · From $9.99/mo | 21 | |
| registry: dev.rye/portfolioour MCP pageread Oct 19, 2026 | Price not read | 17 | |
| registry: co.gitresume/gitresumeour MCP pageread Oct 13, 2026 | Free plan · From $5/mo | 16 | |
| registry: ai.rocketlist/rocketlistour MCP pageread Oct 19, 2026 | Price not read | 15 |
Ranked by use
Figure and bar: visits/mo, estimate · year: online since
- #2

HimalayasMCP · open
Lists remote job openings with company profiles and salary data, plus tools to tailor resumes, write cover letters and track applications.
190kActiveFrom $9/mo2020 - #3

4-Day Week Jobs (32hrs @ 100% Salary)MCP · open
Lists job openings with four-day or reduced-hour schedules at full salary, with email alerts and an optional auto-apply service.
126kActiveFrom $25/mo2020 - #7

ApplyAllMCP · open
Submits job applications on a candidate's behalf, matching open roles and scoring each by predicted interview odds, with human verification before sending.
7.7kActiveFrom $249 once2017 - #9

freehireMCP · open
Gathers tech job listings straight from employers' own hiring pages, then exposes them through a CLI and MCP server.
3.8kActiveFrom $5/mo - #22

CleraMCP · sign-in
Matches job seekers with startup roles through a chat profile review, then sends direct introductions to hiring managers.
842ActivePay per use - #23

FreeCVMCP · open
Builds professional resumes with ATS-optimized templates, no signup required.
837ActiveFrom $9/mo2015 - #24

DebriefingMCP · open
Watches competitor pricing pages, job boards and product updates, then emails a synthesized brief on what changed.
737ActiveFrom $80/mo - #25

HiringCensusMCP · open
Reads employer career pages daily to show which job postings are still open, when they went up, and which boards have gone quiet.
661ActiveFrom $19/mo - #26

ResuMaxMCP · sign-in
Scores daily job listings against your profile, tailors each resume to a role, and drafts bullet rewrites and interview prep.
589ActiveFrom $29/mo - #31

FeedBoss AIMCP · sign-in
Generates LinkedIn posts in your voice from notes, links, or voice memos, then publishes and learns from your edits.
196ActiveFrom $29/mo - #33

BespreeMCP · sign-in
Builds and exports resumes and cover letters with AI wording suggestions, and searches nearby jobs filtered by distance and pay.
192ActiveFrom $79 once - #36

ApplysteadMCP · open
Drafts a tailored résumé profile from an uploaded CV, then fills in and submits job applications on employer career sites.
95ActiveFrom $60/mo - #37

Four-LeafMCP · sign-in
Guides job search with role matching, resume optimization, interview practice, and offer negotiation.
93ActiveFrom $5 once2026 - #38

ResumeMDMCP · open
Converts AI-generated resume text into formatted, ATS-friendly PDFs in 60 seconds.
84ActiveFrom $9/mo - #41

JobbiMCP · open
Parses your uploaded PDF resume in the browser and ranks 15,000 open tech job listings by keyword match.
64Active - #45

Schedule & ChillMCP · sign-in
Schedules and publishes LinkedIn posts through a REST API and an MCP server that AI tools can call.
47ActiveFrom $9/mo2026 - #46

meertrackMCP · sign-in
Monitors competitor websites, pricing, job listings and press pages, and sends filtered change alerts to Slack, email or an API.
36ActiveFrom $19/mo - #47

ApplyBoltMCP · open
Rewrites your resume for each job you swipe on, fills in the employer's application form and submits it.
35Active2024 - #51

CODER AIMCP · open
Tailors a CV to a pasted job posting, rewriting only facts already present and mapping each requirement to evidence.
27ActiveFrom $9.99 once - #55

alleskralleMCP · open
Searches job listings aggregated from many job boards and career pages, filterable by keyword, location and work type.
21Active - #56

ResumeAIMCP · open
Scores resume text for ATS keyword match and formatting, and builds and exports resumes as PDF or Word.
21ActiveFrom $19.99/mo2025 - #57

AI Resume MasterMCP · sign-in
Builds resumes and cover letters from a form or dictation, exporting templated PDFs and checking them against applicant tracking systems.
21ActiveFrom $9.99/mo - #59

Cameron RyeMCP · open
Serves Cameron Rye's blog posts, projects and resume as a live MCP server and markdown files that AI agents can query.
17Active - #61

GitResumeMCP · sign-in
Builds a PDF and web page from a YAML resume file pushed to GitHub, with an MCP interface for AI assistants to edit it.
16ActiveFrom $5/mo - #63

RocketlistMCP · open
Ranks startup job listings against a candidate's LinkedIn profile or resume and serves them via web or MCP.
15Active2025 - #68

CloudresumeMCP · sign-in
Structured editor that assembles resumes from sections, exports PDF or a live link, and suggests bullet rewrites and cover letters.
10MaintainedFrom $3/mo - #72

NeverApplyMCP · sign-in
Automatically tailors resumes and submits job applications across career sites while you sleep.
9ActiveFrom $19/mo - #75

Avagama ConsultingMCP · open
Connector that searches verified employer job boards and ranks roles against a resume with quoted evidence.
9Active - #85

RankedMCP · open
Searches live Tokyo job listings, scores them against your resume, and ranks them for you.
6Active2026 - #90

LinkedIn Intent Signals, Straight to SlackMCP · sign-in
Finds people reacting to chosen LinkedIn posts, enriches their contact details and sends each lead to Slack.
5ActiveFrom ≈ $25/mo - #96

Career RiftMCP · sign-in
Tracks job applications on one board, pulling postings from job sites and updating status from your inbox and calendar.
4ActiveFree plan - #97

KeywordiseMCP · open
Scans job boards and career pages, then submits a CV tailored to each matching posting.
4ActiveFrom $24.99/mo - #106

CareerCornerMCP · sign-in
Scans company career pages daily for matching job openings, then tailors résumés and cover letters and prepares you for interviews.
2ActiveFrom $8/mo - #107

TRAFFIC DRIVER s.r.o.MCP · open
Aggregates job listings from partner job portals and employers into one searchable board, where employers can also post vacancies for free.
2ActiveFree - #108

HuntBoardMCP · open
Reads your CV, builds a search profile, and scores job openings from LinkedIn and company hiring boards against it.
2ActiveFree - #127

AI ApplydMCP · open
Automatically fills job application forms, rewrites resumes and cover letters per posting, and submits applications through employer hiring systems.
54 linking domainsActiveFrom $38.99/mo2023 - #151

HireLayerMCP · sign-in
Extracts fields from CVs and job ads as JSON, then scores and ranks candidates against job requirements with explained weights.
113 installs/moActiveFrom ≈ $27/mo2024 - #158

MindRecruiter AI AgentMCP · open
Matches job seekers to careers by skills, generates resumes and interview preparation, and provides salary insights.
EmergingActive - #175

PostPenMCP · sign-in
Queues and publishes LinkedIn posts for personal profiles and company pages, drafted by an AI agent over MCP.
Little sign of useActiveFrom $9/mo - #176

RefineMCP · open
Checks chosen companies' career pages daily and alerts you to new roles matching your filters, with a board for tracking applications.
Little sign of useActive - #180

NudgeLinkMCP · sign-in
Reads LinkedIn profiles, scores fit against your ICP, and writes personalized cold messages for approval before sending.
Little sign of useActiveFrom $55/mo 
2prMCP · sign-in
Drafts, schedules and analyses LinkedIn posts and comment replies, pulling trending topics and scoring draft hooks and calls to action.
339ActiveFrom $17/user/mo
EnvoAPIMCP · sign-in
Looks up LinkedIn profiles, companies and job listings by URL, domain or keyword and returns structured JSON.
3ActiveFrom $49/mo
FamelabMCP · sign-in
Queues LinkedIn posts drafted in your voice and automates lead finding, invites and follow-ups into booked meetings.
49MaintainedFrom ≈ $224/mo
JobherderMCP · open
Searches job boards and company career pages for roles matching your preferences, then drafts a rewritten CV and cover letter for each match.
2From ≈ $11 once
JobSpideyMCP · sign-in
Generates tailored resumes and cover letters for specific job postings, then tracks applications and runs role-specific interview practice.
15Free plan
KariaaMCP · open
Finds and applies to job listings for seekers through chatbot conversations on Telegram, WhatsApp or Discord.
2Active
LebenslaufHeldMCP · open
Builds CVs and cover letters from form entries, with templates, live preview and watermark-free PDF export.
1ActiveFrom ≈ $3.36 once
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
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