AcademyPeople and HR
AI tools for HR and recruiting
Resources for screening candidates, onboarding and everyday people operations.
- 76resources in this area
- 10 October 2026last updated
Where AI helps HR first
Screening applications against clear criteria, scheduling interviews, answering policy questions and preparing onboarding material. Keep hiring decisions with people and check local rules on automated screening.
Search
people and hr.
Skills
- 001career-opsJob seekers and career coaches who want to organize a job search, compare roles with a CV and prepare applications.
- 002Reactive ResumeHR and people teams use it to help candidates and employees build and keep clean resumes and cover letters.
- 003BOSS Zhipin Job ScraperRecruiting and HR analysts who study job market data on BOSS Zhipin, such as pay ranges and requested skills.
- 004get-job.skillCandidates and career advisors who prepare resumes and interviews for internships and entry-level roles.
- 005Offer ToolkitHR and career support teams that help candidates prepare applications, interviews and offer decisions.
- 006BloomLearning and development teams that want to offer personalized, question-led tutoring on any topic.
- 007cheat-on-skillHR and people teams that support staff with career changes, reskilling and personal learning plans.
- 008VitaeContextHR and recruitment teams, and employees who prepare CVs, profiles or interview material from one career record.
MCP servers
- 009boss-agent-cliRecruiting and talent teams, or job seekers, who work on BOSS Zhipin and want an agent to handle searching, messaging and pipeline tracking.
- 010Workopia MCP ServerJob seekers and HR or career-support teams who want to search roles and prepare application documents from their AI client.
- 011autopilot-jobhuntJob seekers and career coaches who want a shortlist of matching roles and draft application materials to review.
- 012AnkiMCP Server (add-on)Trainers and teams that use Anki for learning and want an assistant to help build and review cards.
- 013google-health-mcp: Google Health data for assistantsHR and wellness teams that help employees review their own health data with an assistant, with their consent.
- 014Brightspace MCP Server for D2L coursesTraining and HR teams that run courses on Brightspace and want an assistant to summarize deadlines, announcements and course content.
- 015Claude Architect certification prepLearning and development teams that want their staff to prepare for the Claude Certified Architect exam at their own pace.
- 016JobGPT MCP ServerRecruiting teams and candidates who want to organize job searches and applications from one assistant.
Workflows
- 017AI HR Workflow for CV Analysis and Candidate EvaluationHR and recruiting teams who receive many applications and want a consistent first review in a spreadsheet.
- 018HR & IT Helpdesk Chatbot with Audio TranscriptionHR and IT teams that want to answer repeated employee questions from their own documentation, by text or voice.
- 019CV Resume PDF Parsing with Multimodal Vision AIRecruiting and HR teams that screen CVs with AI and want to avoid hidden prompts in submitted PDFs.
- 020Extract resume data and create PDF with GotenbergHR and recruiting teams that want resumes turned into structured data and a consistent PDF format.
- 021Custom API MCP Server for Employee DataHR and operations teams that want an MCP client to look up and update employee records with an audit trail.
- 022CV Screening with OpenAIRecruitment agencies and HR teams that handle many applications and want a consistent first screening of CVs.
- 023AI job application intake with n8n formsHR and recruiting teams that want applicants to avoid retyping what is already on their CV.
- 024Interview scheduling chatbot with GPT-4oRecruiting and HR teams that want candidates to pick interview times without back-and-forth emails.
Questions
people ask.
Can AI decide which candidates move forward?
It can sort and summarise, but a person should make the decision. In the EU, AI used in recruitment is classed as high risk and carries extra obligations.
Is it safe to install what I find here?
Every listed item passed an automatic scan for credential theft, hidden instructions to the AI and risky install commands, and comes from a licensed, active project. That lowers the risk but does not remove it. Read the code and check the permissions before you connect anything to company data.
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