"JCB" matching MCP servers:

Enables an MCP-capable coding agent to run a local-first job search: recording verified opportunities in a private SQLite tracker, tracking follow-ups and outcomes, and preparing evidence-based resumes, application answers, and outreach drafts. It keeps all personal data on the user's machine and stops before submitting applications, uploading documents, or contacting anyone.

Enables any MCP-capable AI app to act as a personal job-search assistant by storing resumes and job postings, matching skills, tracking applications, and analyzing market skill demand.

Enables AI assistants to query a job-search tracker read-only for roles, due dates, individual company records, and status summaries.

Enables job seekers to structure job descriptions, search a personal Markdown profile with hybrid BM25/dense retrieval, and compare a posting against that profile to see which requirements are supported, weak, or missing evidence. It also tracks applications and follow-up deadlines through JSON-backed tools whose writes stay as previews until a human turn confirms them.

Private Notion-backed recruitment tracker for AI/LLM engineer job hunting, exposed as an MCP server to manage applications, interviews, and contacts securely.

Automates job application tracking and resume/cover letter generation using AI, integrating with Google Drive, Notion, and Gmail.

Enables AI agents to manage a personal job application tracker, allowing users to list, add, update, and delete job applications with company, role, and status details through natural language.

MCP server providing construction job costing data and interactive visualizations for a fictitious general contractor, enabling queries on projects, budgets, cost codes, change orders, and cash flow.

Enables Claude Web users to manage their job application workflow by storing profile and resume data, analyzing job descriptions, preparing applications, and tracking progress — all with manual submission and no platform automation.

Local MCP server that manages a job search using Markdown files, enabling skills tracking, gap analysis, and offer pipeline management via Claude.

Enables trades and field service work to be tracked per job: logging labor hours at worker rates and materials used, keeping running totals in integer cents per currency, and moving each job through a status machine from open to invoiced or archived. It also produces daily or weekly summaries of hours and value, and renders a printable card with a signature line for client sign-off.

AI job search and job application tracker. Search live jobs by title, location, salary, date posted, and remote or on-site, and see each one checked on real data: pay against market rates, ghost-job signals, visa sponsorship history, and how well it matches your resume. Check how hiring software reads your resume, track applications, set follow-up reminders, and get email alerts.

organize job-hunting campaigns

Enables searching a finance, trading and quant job board and managing your application pipeline, including stages, notes, reminders, and email preferences, through 24 MCP tools.

Provides a local, append-only SQLite tracker for a disciplined job search, exposing narrow tools that move roles through a found-to-offer state machine while recording events, verification evidence, application confirmations and daily reports. It also lets an agent record drops, queue roles, and gate submissions and consent actions behind explicit approval hooks.

Enables Claude to read and update the local job-search tracker, adding postings from screenshots, pasted text or links, drafting application emails, syncing Gmail to log sent applications and replies, and answering questions about what's due or which jobs match a criteria. Every change is validated and appears live on the dashboard with a timeline entry.

Provides hiring guides and discovery checklists to help users craft compelling job descriptions for senior developer roles. It includes tools to analyze existing descriptions against best practices and generate clarifying questions to fill information gaps.

Token-efficient MCP server for Jira and Confluence that returns lean, flat responses to minimize token usage. Enables issue/comment/transition management, JQL/CQL search, and Confluence page operations.

Enables searching, adding, and updating job leads in a Notion database directly from an MCP client.