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Find jobs, create evidence-backed applications, and build offline job dashboards.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "witness-mcp" yet — see the docs or source repo.
Find suitable data analyst roles based on my background: 3 years of SQL, Python, and data visualization experience, preferred location Shanghai or remote. List job title, company, location, and requirement summary ranked by fit.
A ranked list of relevant jobs with key details summarized for each role.
For this product manager job description, generate a tailored application based on my experience, including cover letter points, resume rewrite suggestions, and a requirement-to-evidence mapping table. Do not exaggerate or invent experience.
A tailored application package with a clear mapping between job requirements and your evidence.
Organize my saved jobs into an offline dashboard with fields for company, role, application status, deadline, priority, and notes, and flag high-priority roles whose materials are not ready yet.
An offline dashboard for tracking applications, priorities, and preparation status.
Manage job application materials, fetch job postings, and prepare for interviews.
Turn CVs and projects into MCP tools for querying and job matching.
Find recent matching jobs from your profile and score them against your resume.
Search real job listings across multiple job boards through one MCP tool.
Search remote jobs, match them to your CV, and track applications.
Search AI-native jobs, prepare applications, and practice interviews efficiently.