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Русский(RU) У нас есть MCP дома Всем привет! Меня зовут Петрович и я работаю техлидом java команды в небольшом международном финтехе. В прошлый раз я рассказывал, как мы ме

Fintech Java team builds custom MCP server for Jira, Confluence, GitLab

By PulseAugur Editorial · [1 sources] ·

A Java team lead named Petrovich detailed the development of a custom MCP server for self-hosted instances of Jira, Confluence, and GitLab. The project, which began from an empty repository, was deployed to production within two weeks and now supports nearly 100 tools. Petrovich shared insights into the decision-making process, why pre-existing GitHub solutions were not used, the internal architecture of the server, and common pitfalls encountered during development. AI

IMPACT This custom server development may streamline workflows for teams using Jira, Confluence, and GitLab, potentially improving productivity for developers and IT operations.

RANK_REASON The item describes the development of a custom tool for managing other software tools, rather than a core AI release or significant industry event.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Fintech Java team builds custom MCP server for Jira, Confluence, GitLab

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
The item describes the development of a custom tool for managing other software tools, rather than a core AI release or significant industry event.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, infra
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
Standard
On-topic for AI-industry coverage; kept in the public index.
Story freshness
1 days old
Coverage has settled into its steady-state source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Mastodon — mastodon.social TIER_1 Русский(RU) · [email protected] ·

    We have MCP at home Hello everyone! My name is Petrovich and I work as a tech lead for a Java team in a small international fintech company. Last time I talked about how we measure

    У нас есть MCP дома Всем привет! Меня зовут Петрович и я работаю техлидом java команды в небольшом международном финтехе. В прошлый раз я рассказывал, как мы меняли Redis на Hazelcast, а сегодня расскажу как мы делали свой MCP-сервер для Jira, Confluence и GitLab (все self-hosted…

    LINKS habr.com/…/1092626

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