OJCP (Open Job Context Protocol) is an open standard that defines how AI agents discover, evaluate, and apply to job opportunities via interoperable, privacy-preserving schemas and MCP-native tools, targeted at employers, ATS vendors, job boards, staffing agencies, and agent platforms.

JobEasyApply is a fully autonomous AI job-application copilot that finds LinkedIn Easy Apply jobs, scores them against your resume using vector embeddings, generates unique AI answers to recruiter questions, and submits applications automatically via a Chrome extension.

hRAG is a self-hosted hybrid Retrieval-Augmented Generation (RAG) platform that combines Postgres BM25, vector search, and optional cross-encoder reranking to produce grounded, streamed answers with open citations. It targets teams and operators who want reproducible, benchmarked enterprise document search and the ability to run the full stack locally or on modest cloud infra.

AI Interview Copilot is an AI-powered assistant for live job interviews and interview practice that provides real-time voice transcription, image/screenshot analysis, and algorithmic problem solving (code snippets) using advanced LLMs (currently GPT-4o). It is targeted at interviewees preparing for or participating in technical and coding interviews and is available for modern Apple platforms.

InterviewQueue is an AI-powered online assessment platform for hiring that provides customizable coding challenges, AI analytics, proctoring, and API/OpenAI integration to help organizations evaluate and hire technical talent.

NeverJobless offers personalized resume review services including a 15-minute recorded "resume roast", ATS-friendly templates, AI prompts and longer 1:1 resume calls aimed at improving interview callbacks for product managers and other tech roles.

Potis is an AI-powered recruiter platform that automates candidate screening, behavioural interviews, video screening, interview assistance, and talent scoring to help hiring teams find and evaluate candidates at scale.

HireLakeAI is an AI-backed recruitment platform that parses and matches resumes to job descriptions in bulk, offers automated candidate engagement, and provides API integration for existing HRMS/ATS systems.

hRAG is a self-hosted hybrid Retrieval-Augmented Generation (RAG) platform that combines Postgres BM25, vector search, and optional cross-encoder reranking to produce grounded, streamed answers with open citations. It targets teams and operators who want reproducible, benchmarked enterprise document search and the ability to run the full stack locally or on modest cloud infra.

NeverJobless offers personalized resume review services including a 15-minute recorded "resume roast", ATS-friendly templates, AI prompts and longer 1:1 resume calls aimed at improving interview callbacks for product managers and other tech roles.

Mockmaster is an AI-driven interview practice app that generates tailored mock technical interviews, provides personalized feedback and spaced-repetition study tools to help software engineers prepare for roles across experience levels and top tech companies.

Recrew combines AI agents and expert human recruiters to source, screen, and place mid‑ to senior technical talent (especially for teams building in India) using outcome‑based pricing and a human+AI workflow.

One Dollar Resume Review is a $1, AI-powered resume review service from TechKareer that provides instant feedback, personalized project and hackathon suggestions, and role-targeted resume guidance for technical candidates.

CandorIQ is an AI-native workforce planning and compensation platform that connects HR and Finance systems into a unified workforce graph and uses specialized AI agents to automate headcount planning, compensation cycles, offers, and workforce analytics for growing organizations.