Labsco
MCP SERVER

PBP — Persönliches Bewerbungs-Portal

by MadGapun

A complete German-language job-application workspace behind Claude Desktop — profile, job search across configured portals, applications pipeline, documents, calendar and statistics, all in one local database.

HR, Recruiting & WorkforceVerified
Summary
The coaching works because the tracking is in the same database.

A CV reviewer that has not seen the posting, and a tracker that cannot say who you spoke to two weeks ago, are the two halves this puts together — the fit analysis and the interview preparation run against your real profile and the real job text. Two things to be clear on before you start: 35 job sources are configured but only around 8 currently deliver reliably, with the rest visibly marked as broken rather than quietly failing; and the core — applications, documents, appointments, statistics — works with no AI at all if you only want a better place than a spreadsheet.

What it is

An MCP server and dashboard for running a job search in the German-speaking market. It holds your profile, the postings you found, every application with its timeline and follow-ups, your documents, contacts and interview dates — and exposes them to Claude so the coaching side (CV review, fit analysis, interview simulation) has the actual material to work from. Everything is stored in one local SQLite file.

What you get
  • A profile built through a guided conversation or extracted from an uploaded CV, then edited, checked, exported and switched between when several people share a machine — `ersterfassung_starten`, `profil_bearbeiten`, `profil_ueberpruefen`, `profil_zusammenfassung`, `profil_exportieren`, `profil_wechseln`, `profile_auflisten`
  • Search criteria as must-have, plus and exclusion keywords, a scoring configuration you tune, and job searches run across the configured portals with results scored and sorted — `suchkriterien_setzen`, `scoring_konfigurieren`, `jobsuche_starten`, `jobsuche_status`, `stellen_anzeigen`
  • Honest assessment of a specific posting: point-by-point fit against your profile, the skills it wants that you do not have, salary extracted from the text and checked against market data, and company research — `fit_analyse`, `skill_gap_analyse`, `gehalt_extrahieren`, `gehalt_marktanalyse`, `firmen_recherche`, `stelle_bewerten`
  • Applications created and tracked through status changes, with follow-ups scheduled and surfaced when due — `bewerbung_erstellen`, `bewerbung_status_aendern`, `bewerbungen_anzeigen`, `bewerbungs_uebersicht`, `nachfass_planen`, `nachfass_anzeigen`
  • Documents analysed in bulk, matched to applications, and CVs and cover letters exported per posting with skills ordered by relevance — `dokumente_zur_analyse`, `dokumente_batch_analysieren`, `bewerbungs_dokumente_erkennen`, `lebenslauf_exportieren`, `anschreiben_exportieren`
  • Rejections turned into something usable: patterns across rejections, response times and rates, plus reports you can export — `ablehnungs_muster`, `statistiken_abrufen`, `bewerbungsbericht_exportieren`, `branchen_trends`
  • Guided workflows rather than isolated commands — 25 of them — covering first-time setup, the job-search loop and the application sequence — `workflow_starten`, `jobsuche_workflow_starten`
  • IDs you can read at a glance: `APP-` for an application, `JOB-` for a posting, `DOC-` for a document, `MTG-` for a meeting and `CON-` for a contact, with the older bare hex ids still accepted
Requirements

Claude Desktop, which is free — or Claude Code on Linux. The application itself costs nothing and stores everything locally in `pbp.db`; no server, no account, no cloud, and deleting that file deletes everything. On Windows 10/11 download the release ZIP and double-click `INSTALLIEREN.bat`; on macOS 12+ install Python 3.11+ first and run `INSTALLIEREN.command`; on Linux clone and run `installer/install.sh`. The published package is `bewerbungs-assistent` on PyPI, launched with uvx. It is built for the German-speaking market only: tools, workflows, portals and interface are all in German. Data does leave the machine when you use Claude — the relevant profile and posting text is sent as part of the conversation, as with any Claude chat.

Setup effort

Build from source — clone the repository and build it