13 #resume MCP Servers & Clients

Ai Hr Management Toolkit

XJTLUmedia

AI HR Management Toolkit

Mcp Cornell Resume

johndezr

A Model Context Protocol (MCP) server that automatically generates Cornell-style study notes and summaries from the conversational context, with RAG active recall question generation and Notion integration.

Laddro Career

laddro-app

MCP server for the Laddro Career API. Tailor resumes to job postings, generate cover letters, export PDFs, and browse 22 resume templates. Supports BYOK with 10 AI providers including OpenAI, Anthropic, Gemini, DeepSeek, and Groq.

Workopia

Shuangshuang007

Workopia is a free MCP server providing three AI-powered tools:

Next Role Mcp Proxy

bats64mgutsi

MCP proxy server for NextRole CV tailoring services

Generate branded talent documents — assessment reports (Hogan, psychometric, CEO & leadership), executive profiles, candidate shortlists, proposals and RPO reports — in DOCX, PPTX, PDF or Excel, from a CV, a LinkedIn profile, or structured data. The only MCP server that automates

Simulates how 5 real Applicant Tracking Systems (Workday, Greenhouse, Lever, Taleo, iCIMS) parse a CV and surfaces vendor-specific lint warnings. Pure JS lint engine, MIT licensed, no network calls in the lint logic. Vendor rules cite their public sources. Tools exposed: analyze_

MCP server that connects Claude Desktop to 15 AI-powered PDF tools: summarize PDFs, chat with documents, generate quizzes & flashcards, compress, merge, split, OCR, convert to Word, analyze contracts, optimize resumes, and more. Works with any PDF file on your computer.

Job search and ranking pipeline via MCP. Search multiple job boards, rank listings against your GitHub portfolio and resume, track applications, and email ranked results automatically.

StoryLenses — AI Cover Letter Engine for Agents

benediktgirz

The first production MCP server for job applications. 5 composable tools that analyze job postings, match candidate profiles, generate story-driven cover letters using 15+ narrative archetypes, and quality-score results. Supports English, German, Spanish, and Portuguese.

Analyzes job descriptions for ATS compatibility, red flags, salary benchmarks, and keyword optimization. Returns structured JSON scores per call.

Careerproof

dontellu77

Career and workforce intelligence built on a deep HR ontology — skill taxonomies, role definitions and responsibilities, compensation and incentive structures, learning and development pathways, sourcing strategies, and role/skill evolution mapping. This structured foundation, co