How does the Dynamic User MCP Server work?

Every user receives their own dedicated MCP and REST server endpoint with 100 free daily requests grounded in their Master Career Vault, connectable to Cursor, Claude Desktop, and AI agents.

Is my career data private and secure?

Yes. CareerAgent uses zero-knowledge client encryption with AES-256-GCM. Your personal identity, resume drafts, and API keys are encrypted and never used for model training.

Will resumes generated by CareerAgent pass ATS filters?

Yes. Resumes render crisp vector text validated against strict Zod ATS data schemas with single-page character budgets and standard section headings accepted by Workday, Greenhouse, and Lever.

Can I export to both high-resolution PDF and LaTeX?

Absolutely. You can export pixel-perfect, publication-grade vector PDFs instantly in your browser or copy compiled LaTeX source code ready for Overleaf.

What happens if I need more than 100 requests per day?

Our free tier resets 100 requests every night at 00:00 UTC. For high-volume automated job applications or continuous agent scraping, you can recharge token packs with upcoming Token Top-up packs.

CareerAgentv2.0

Open Source by @yakkshit • Commercial by CedzLabs

Open Source Labs.

Name: CareerAgent
Availability: InStock
Rating: 4.9 (128 reviews)
Author: CedzLabs

Building the future of developer tooling, agentic AI, and autonomous systems. All core open-source projects are maintained by @yakkshit, with enterprise commercial cloud powered by CedzLabs.

Follow @yakkshit on GitHub Commercial Hub (labs.cedzlabs.com)

Featured Open Source Ecosystem

Maintained by @yakkshit • Transparent, extensible, and free for the builder community.

Active Repositories

Autonomous Career OS

Model Context Protocol

Open Source

★ 4.9 (128 Reviews)

CareerAgent

The personal AI agent that tailors resumes to beat ATS parsers, conducts realistic mock interviews with STAR scoring, and manages your career trajectory with dedicated Dynamic MCP & REST endpoints.

CareerAgent MCP Protocol v2.0100 requests/day • AES-256

// Connected to Claude Desktop / Cursor:

$ cursor-agent > call tool "tailor_resume_to_jd" --ats-target 95

> ATS Score: 94% | Single-Page Budget: Balanced | 12+ Vector LaTeX Presets

Launch Studio yakkshit/resume-builder

Developer Tooling

Open Source

Autonomous Coding

NDE (Neural Dev Environment)

High-performance next-generation terminal and agentic development environment. Seamlessly orchestrates local LLMs, MCP tool servers, and automated code review sandboxes.

// Clone & launch NDE

$ git clone https://github.com/yakkshit/nde.git

> Initialized NDE runtime • Agent harness active

> Connected to local MCP socket and sandboxed toolrunner

yakkshit/nde Yakkshit GitHub

Developer Tooling

Open Source

npm & pip

context-gen-cli

A cross-platform CLI tool and live Model Context Protocol (MCP) server. Scans codebases, builds dependency graphs, enforces security filters, and generates token-efficient context files for AI agents (Cursor, Claude, VS Code).

// Quick scan & token optimization

$ npx context-gen-cli scan --mcp

> Parsed 1,420 files in 480ms

> Generated .ai-context.json (saved 78% tokens)

> Live MCP Server listening on stdio & HTTP

View on npm yakkshit/context-gen-cli

Upcoming Project

Threat Modeling

Cybersecurity

Open Source

PredictaSteal • OSINT & Threat Profiler

Behavioral entropy & threat surface analyzer. Tests how predictable your daily routines and digital exhaust are, mapping how automated infostealers (RedLine, Lumma) and spearphishers target your session cookies, decrypted browser vaults, and credentials.

// Daily routine entropy & stealer audit

$ npx predictasteal audit --daily-patterns

> Pattern Entropy: 28% (High Predictability Risk)

> Vulnerable: DPAPI Chrome Session Cookie Vault

> Countermeasure: Ephemeral browser sandbox generated

yakkshit/predictasteal Yakkshit GitHub

Upcoming Project

Autonomous Racing

ROS2 / C++

Bodensee RT

ApexTelemetry • ROS2 Racing OS

High-frequency telemetry analysis and reflex performance engine for track drivers and autonomous vehicles. Ingests CAN-bus & ROS2 bag files to optimize trail-braking deltas, tire slip angles, lateral G fatigue, and apex trajectories.

// Ingest telemetry & calculate corner delta

$ ros2 run apex_telemetry lap_delta --circuit bodensee-ring

> Turn 4 Delta: -0.42s | Trail-braking: 14m deeper

> Lateral G-Force: 1.84G | Slip Angle: 7.2° (Optimal)

> Driver cognitive reaction latency: 168ms (Target Met)

yakkshit/apex-telemetry Yakkshit GitHub

Commercial

Enterprise

Cloud Systems

CedzLabs Commercial Hub

Enterprise multi-agent robotics, high-throughput cloud infrastructure, and custom organizational placements powered and maintained commercially by CedzLabs.

Commercial Cloud & Multi-Agent Deployments

Dedicated VPCs, custom LLM fine-tuning, and enterprise SLAs

Enterprise

Visit labs.cedzlabs.com CedzLabs Official

Interactive Open Source Simulator

Pattern Predictability & Racing OS

Simulate how predictable your daily routines are against digital infostealers, or optimize your driving reflex and telemetry metrics.

Critical Risk

High Predictability / Critical Threat Surface

Infostealers (RedLine, Lumma, MetaStealer) weaponize behavioral repetition. Lower your predictability score by introducing operational entropy and isolating decrypted cookie vaults.

Predictability Index

90%

1. Daily Schedule & Device Routine

Infostealers monitor idle times and predictable logon windows to exfiltrate data undetected.

2. Browser Session & Cookie Hygiene

Modern stealers (RedLine, Lumma) do not crack passwords—they grab decrypted session cookies.

3. Digital Footprint & Location Exhaust

Public check-ins, Strava runs, and real-time social posts allow adversaries to map physical availability.

4. Network & Connection Habits

Automated WiFi probing matches MAC addresses and SSID probe requests to predict destinations.

Infostealer Exfiltration Simulation VectorLive Architecture Analysis

Cookie Vault Harvest

Stealers decrypt DPAPI tokens directly from Chrome `%LOCALAPPDATA%\User Data\Default\Network\Cookies`.

→ Counter: Ephemeral isolated profiles

Routine Pattern Timing

Spearphishing payloads timed precisely at 08:55 AM or 05:15 PM when cognitive guard is lowest.

→ Counter: Asynchronous batch verification

Digital OSINT Tracing

Public sports telemetry and Wi-Fi SSID logs establish exact physical coordinates and travel routes.

→ Counter: Randomized MAC + delayed uploads

Why Open Source?

Open source maintainer: @yakkshit. Commercial & enterprise operations: CedzLabs.

Radical Transparency

No black boxes. Inspect our code on GitHub, verify our zero-knowledge security, and fork anytime. Your sensitive career vault data stays client-side.

Community Driven

Built by engineers for engineers. Contributions, issues, and feature pull requests are directly reviewed and merged on @yakkshit repositories.

Free & Accessible

Core tools are freely available to empower the next generation of builders. 100 free requests per day without credit cards or lock-in.

Explore All Repositories

Discover all open-source repositories by @yakkshit and commercial systems by CedzLabs.

github.com/yakkshit Visit Commercial Hub

CareerAgentv2.0

Open Source by @yakkshit • Commercial by CedzLabs

Open Source Labs.

Building the future of developer tooling, agentic AI, and autonomous systems. All core open-source projects are maintained by @yakkshit, with enterprise commercial cloud powered by CedzLabs.

Follow @yakkshit on GitHub Commercial Hub (labs.cedzlabs.com)

Featured Open Source Ecosystem

Maintained by @yakkshit • Transparent, extensible, and free for the builder community.

Active Repositories

Autonomous Career OS

Model Context Protocol

Open Source

★ 4.9 (128 Reviews)

CareerAgent

The personal AI agent that tailors resumes to beat ATS parsers, conducts realistic mock interviews with STAR scoring, and manages your career trajectory with dedicated Dynamic MCP & REST endpoints.

CareerAgent MCP Protocol v2.0100 requests/day • AES-256

// Connected to Claude Desktop / Cursor:

$ cursor-agent > call tool "tailor_resume_to_jd" --ats-target 95

> ATS Score: 94% | Single-Page Budget: Balanced | 12+ Vector LaTeX Presets

Launch Studio yakkshit/resume-builder

Developer Tooling

Open Source

Autonomous Coding

NDE (Neural Dev Environment)

High-performance next-generation terminal and agentic development environment. Seamlessly orchestrates local LLMs, MCP tool servers, and automated code review sandboxes.

// Clone & launch NDE

$ git clone https://github.com/yakkshit/nde.git

> Initialized NDE runtime • Agent harness active

> Connected to local MCP socket and sandboxed toolrunner

yakkshit/nde Yakkshit GitHub

Developer Tooling

Open Source

npm & pip

context-gen-cli

// Quick scan & token optimization

$ npx context-gen-cli scan --mcp

> Parsed 1,420 files in 480ms

> Generated .ai-context.json (saved 78% tokens)

> Live MCP Server listening on stdio & HTTP

View on npm yakkshit/context-gen-cli

Upcoming Project

Threat Modeling

Cybersecurity

Open Source

PredictaSteal • OSINT & Threat Profiler

// Daily routine entropy & stealer audit

$ npx predictasteal audit --daily-patterns

> Pattern Entropy: 28% (High Predictability Risk)

> Vulnerable: DPAPI Chrome Session Cookie Vault

> Countermeasure: Ephemeral browser sandbox generated

yakkshit/predictasteal Yakkshit GitHub

Upcoming Project

Autonomous Racing

ROS2 / C++

Bodensee RT

ApexTelemetry • ROS2 Racing OS

// Ingest telemetry & calculate corner delta

$ ros2 run apex_telemetry lap_delta --circuit bodensee-ring

> Turn 4 Delta: -0.42s | Trail-braking: 14m deeper

> Lateral G-Force: 1.84G | Slip Angle: 7.2° (Optimal)

> Driver cognitive reaction latency: 168ms (Target Met)

yakkshit/apex-telemetry Yakkshit GitHub

Commercial

Enterprise

Cloud Systems

CedzLabs Commercial Hub

Enterprise multi-agent robotics, high-throughput cloud infrastructure, and custom organizational placements powered and maintained commercially by CedzLabs.

Commercial Cloud & Multi-Agent Deployments

Dedicated VPCs, custom LLM fine-tuning, and enterprise SLAs

Enterprise

Visit labs.cedzlabs.com CedzLabs Official

Interactive Open Source Simulator

Pattern Predictability & Racing OS

Simulate how predictable your daily routines are against digital infostealers, or optimize your driving reflex and telemetry metrics.

Critical Risk

High Predictability / Critical Threat Surface

Infostealers (RedLine, Lumma, MetaStealer) weaponize behavioral repetition. Lower your predictability score by introducing operational entropy and isolating decrypted cookie vaults.

Predictability Index

90%

1. Daily Schedule & Device Routine

Infostealers monitor idle times and predictable logon windows to exfiltrate data undetected.

2. Browser Session & Cookie Hygiene

Modern stealers (RedLine, Lumma) do not crack passwords—they grab decrypted session cookies.

3. Digital Footprint & Location Exhaust

Public check-ins, Strava runs, and real-time social posts allow adversaries to map physical availability.

4. Network & Connection Habits

Automated WiFi probing matches MAC addresses and SSID probe requests to predict destinations.

Infostealer Exfiltration Simulation VectorLive Architecture Analysis

Cookie Vault Harvest

Stealers decrypt DPAPI tokens directly from Chrome `%LOCALAPPDATA%\User Data\Default\Network\Cookies`.

→ Counter: Ephemeral isolated profiles

Routine Pattern Timing

Spearphishing payloads timed precisely at 08:55 AM or 05:15 PM when cognitive guard is lowest.

→ Counter: Asynchronous batch verification

Digital OSINT Tracing

Public sports telemetry and Wi-Fi SSID logs establish exact physical coordinates and travel routes.

→ Counter: Randomized MAC + delayed uploads

Why Open Source?

Open source maintainer: @yakkshit. Commercial & enterprise operations: CedzLabs.

Radical Transparency

No black boxes. Inspect our code on GitHub, verify our zero-knowledge security, and fork anytime. Your sensitive career vault data stays client-side.

Community Driven

Built by engineers for engineers. Contributions, issues, and feature pull requests are directly reviewed and merged on @yakkshit repositories.

Free & Accessible

Core tools are freely available to empower the next generation of builders. 100 free requests per day without credit cards or lock-in.

Explore All Repositories

Discover all open-source repositories by @yakkshit and commercial systems by CedzLabs.

github.com/yakkshit Visit Commercial Hub