$ loading_
Search jobs, find candidates, and get explainable talent matching results.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "io.github.work0r-ai/workorai" MCP server from askskill: Run: claude mcp add --transport http 'io-github-work0r-ai-workorai' 'https://workorai.com/mcp'
Based on this candidate's skills, experience, and preferred city, search for suitable jobs and explain why each role matches: 3 years of frontend development experience, skilled in React and TypeScript, prefers Shanghai.
A list of relevant jobs with an explanation of how each one matches the candidate.
I am hiring a data analyst. Search for candidates based on the job requirements and provide explainable matching results. Requirements: SQL, Python, visualization experience, and 2+ years of work experience.
A list of suitable candidates with explanations of how they fit the role requirements.
For this product manager role, compare these three candidates and explain each person's strengths and gaps. The role requires B2B product experience, cross-functional collaboration, and data analysis skills.
A comparative matching analysis with explainable evaluation reasons for each candidate.
Job seekers can search for roles based on their skills, experience, and preferences. The tool provides explainable matches so they can understand why certain jobs fit better.
Employers can search for candidates based on role requirements and review person-job matching explanations. This helps speed up initial screening and makes selection reasons more transparent.
When teams need to compare multiple jobs or candidates, explainable matching can support decision-making. It is useful in hiring scenarios where clear reasoning behind matches matters.
It is a talent marketplace MCP tool that supports job search for candidates, hiring for employers, and explainable person-job matching.
Based on the description, it serves both groups: candidates can search for jobs, and employers can search for candidates. It covers both job seeking and hiring.
The provided material does not include installation steps, API key requirements, or runtime prerequisites. See the source repository for details.
Automate Workable hiring workflows, candidate actions, and job operations via Rube MCP.
An AI MCP server for recruitment-related workflows.
Search remote jobs, match them to your CV, and track applications.
Find jobs, create evidence-backed applications, and build offline job dashboards.
Discover jobs across sources, deduplicate listings, and classify AI or Web3 roles.
Calculate weighted candidate-job fit scores from skills and role requirements.