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server for resume optimization — ATS scoring, keyword analysis, format checks, job description matching, and improvement suggestions.","maintainers":[{"name":"aivp","email":"wasuppeople3@gmail.com"}],"readme":"# Resume Optimizer MCP Server\n\nAn MCP (Model Context Protocol) server for resume and CV optimization. Provides comprehensive ATS scoring, keyword analysis, job description matching, bullet point improvement, professional summary generation, and format checking -- all powered by pure text analysis and heuristics with no external API calls.\n\n## Pricing\n\n| Plan | Price | Features |\n|------|-------|----------|\n| **Basic** | $8/mo | `analyze_resume`, `check_ats`, `improve_bullets` — [Buy →](https://buy.stripe.com/7sY4grbmy5I8fztaVFgIo0g) |\n| **Pro** | $15/mo | All 5 tools, unlimited usage, priority support — [Buy →](https://buy.stripe.com/bJedR176idaA3QLaVFgIo0h) |\n\nFree trial: 3 calls total (shared across all tools), no credit card. License keys are emailed instantly after checkout. More info: [aivp-mcp.vercel.app](https://aivp-mcp.vercel.app)\n\n## Tools\n\n### `analyze_resume`\n\nComprehensive resume analysis. Returns an overall score (0-100) with breakdowns for ATS compatibility, keyword density, action verb usage, quantified achievements, section completeness (contact, summary, experience, education, skills), formatting issues, and length assessment.\n\n```json\n{\n  \"resume_text\": \"John Doe\\njohn@example.com\\n555-123-4567\\n\\nProfessional Summary\\n...\\n\\nExperience\\n...\",\n  \"job_description\": \"We are looking for a Senior Software Engineer with 5+ years...\"\n}\n```\n\n### `optimize_for_job`\n\nMatch a resume against a specific job description. Identifies matching keywords, finds missing keywords, suggests bullet point rewrites, calculates a match score (0-100), highlights transferable skills, and provides gap analysis.\n\n```json\n{\n  \"resume_text\": \"Full resume text...\",\n  \"job_description\": \"Full job description text...\"\n}\n```\n\n### `generate_summary`\n\nGenerate 2-3 sentence professional summary options from resume text. Produces three variants -- confident, technical, and leadership-focused -- tailored to the detected career level (entry/mid/senior/executive).\n\n```json\n{\n  \"resume_text\": \"Full resume text...\",\n  \"target_role\": \"Engineering Manager\"\n}\n```\n\n### `improve_bullets`\n\nAnalyze bullet points and suggest rewrites with stronger action verbs, quantification, and STAR method format. Returns before/after comparisons with per-bullet scores.\n\n```json\n{\n  \"bullets\": [\n    \"Responsible for managing a team of developers\",\n    \"Improved system performance by 40% through database optimization\",\n    \"Worked on various projects\"\n  ],\n  \"context\": \"software engineering\"\n}\n```\n\n### `check_ats`\n\nDeep ATS (Applicant Tracking System) compatibility check. Validates formatting, section headers, contact info parsing, keyword stuffing detection, and provides file format advice. Returns categorized issues with fix suggestions.\n\n```json\n{\n  \"resume_text\": \"Full resume text...\"\n}\n```\n\n## Installation\n\nNo install step needed — run straight from npm:\n\n```bash\nnpx -y resume-optimizer\n```\n\nOr install globally:\n\n```bash\nnpm install -g resume-optimizer\n```\n\n## Usage\n\n### stdio (default)\n\n```bash\nnpx -y resume-optimizer\n```\n\n### SSE (HTTP)\n\n```bash\nnpx -y resume-optimizer --sse\n# or with custom port:\nPORT=8080 npx -y resume-optimizer --sse\n```\n\n### Claude Desktop Configuration\n\nAdd to your `claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"resume-optimizer\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"resume-optimizer\"],\n      \"env\": { \"LICENSE_KEY\": \"<your license key — omit for free trial>\" }\n    }\n  }\n}\n```\n\n### SSE Connection\n\nConnect to the SSE endpoint for web-based integrations:\n\n- **SSE endpoint:** `GET http://localhost:3000/sse`\n- **Messages endpoint:** `POST http://localhost:3000/messages?sessionId=<id>`\n- **Health check:** `GET http://localhost:3000/health`\n\n## Industry Keyword Databases\n\nBuilt-in keyword databases for:\n\n- **Tech** -- Software development, cloud, DevOps, ML/AI, and 40+ tools\n- **Finance** -- Financial analysis, risk management, Bloomberg, and certifications (CFA, CPA)\n- **Marketing** -- SEO/SEM, analytics, marketing automation, and social media tools\n- **Healthcare** -- Clinical, HIPAA, EHR systems, and nursing certifications\n- **General** -- Project management, operations, and cross-industry skills\n\n## Project Structure\n\n```\nsrc/\n  index.ts              # Server entry point, tool registration, transports\n  types.ts              # Shared TypeScript interfaces\n  data/\n    keywords.ts         # Industry keyword databases, section patterns, quantifiers\n    action-verbs.ts     # Categorized action verb database\n  tools/\n    score-resume.ts     # analyze_resume implementation\n    match-job.ts        # optimize_for_job implementation\n    generate-summary.ts # generate_summary implementation\n    improve-bullets.ts  # improve_bullets implementation\n    check-format.ts     # check_ats implementation\n```\n\n## License\n\nMIT\n","readmeFilename":"README.md","homepage":"https://aivp-mcp.vercel.app","repository":{"type":"git","url":"git+https://github.com/vpatser1/mcp-servers.git","directory":"resume-optimizer"},"bugs":{"url":"https://github.com/vpatser1/mcp-servers/issues"}}