"Reactive Resume" matching MCP servers:

MCP server that scores a structured resume against a deterministic 4-category engineering rubric, providing numeric scores, evidence, bonus points, deductions, and improvement areas without an LLM call.

High-frequency (~60Hz) in-browser behavior tree execution engine for autonomous AI agents. Reactive priority interrupts, safety guardrails & deterministic action replay over MCP.

An MCP server that tailors a resume to a job posting by providing fit scores, keyword extraction, and bullet rewrites.

MCP server that exposes a resume as callable tools and resources, enabling AI agents to query experience, skills, projects, and contact information via natural language.

Enables parsing a master resume, analyzing job descriptions for ATS/match scores, generating truthful tailored resumes, tracking applications, and producing PDF reports through Claude Desktop.

Provides a headless session runtime for reactive compute graphs, enabling MCP-driven cell operations without a DOM or browser.

Enables resume parsing, querying, and email notifications via MCP tools.

Enables AI assistants to intelligently fetch, parse, search, and rank resumes from email attachments. Supports multi-format resume parsing (PDF, DOC, DOCX), multi-dimensional searching by keywords, position, skills, and experience, with statistical analysis capabilities.

A server that enhances AI assistants with the ability to update your JSON Resume by analyzing your coding projects, automatically extracting skills and generating professional descriptions.

AI job search, resume builder, and career advice via MCP

Enables AI agents to work with declarative adapters and sanitized capture fixtures for resume autofill, without access to the encrypted browser vault.

Local-only MCP server that indexes Cursor agent transcripts, identifies unfinished or on-hold chats, and provides tools to search, view, and resume them.

Enables AI-powered conversations about resume/CV content and email notification sending through a comprehensive MCP server. Features a modern Next.js frontend with resume chat interface, email forms, and resume viewer for SE interview demonstrations.

Exposes a structured professional resume as a set of AI-queryable tools, enabling AI clients like Claude Desktop to query summary, experience, skills, projects, and tailor resumes to job descriptions.

Enables chat-based interaction with resume data and sending email notifications via MCP tools.

Middleware that gives AI personas a visible, reactive presence inside editors like Cursor, Claude Code, and Cowork.

An MCP server that provides a structured API for AI agents to query a person's resume, including profile, projects, writing, and gated access to experience and skills.

Enables interactive resume creation and editing with template support, live preview, PDF export, and AI collaboration through ChatGPT or OpenAI API, allowing users to refine content while preserving factual accuracy.

Flatten Claude Code sessions: keep every prompt and event verbatim, resume at a lower token count. An MCP server.

Searches your local Claude Code conversation history to recall and resume past solutions.