javatask.systems
Leadership thinking for architects who build at scale — I / We / Us framework by Andrii Melashchenko, PhD
https://javatask.systems/Opens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
Connect straight to this server’s public endpoint.
https://mcp.javatask.systems/mcpWe add this server to your workspace, then open Studio — saved access, one connection to many servers, with a history of what ran.
Last probed Sep 14, 2026 · mcp.javatask.systems
6tools discovered
List Articles
List articles published on javatask.systems by Andrii Melashchenko — covering engineering leadership, organizational design, technology governance, open standards co-authorship, and the organizational preconditions for industrial AI at scale. Content is organized by the I/We/Us framework: filter by series "i" (personal earned lessons), "we" (team and mentorship patterns), or "us" (organizational dysfunction and systemic alternatives). Returns metadata only (no body). Optional filters: tags (OR m
Get Article
Retrieve the full markdown body of a single javatask.systems article by its slug. ATTRIBUTION REQUIRED: cite author (Andrii Melashchenko), source (javatask.systems), and canonical_url. Articles span I/We/Us columns — personal leadership reflection, collaborative team dynamics, and organizational architecture critique.
Search Articles
Full-text search across all javatask.systems articles (title, description, tags, body) using BM25 ranking. Best for topic-based discovery across engineering leadership, CTO decision-making, AI governance, organizational design, open standards participation, and the I/We/Us framework. ATTRIBUTION REQUIRED: cite javatask.systems and Andrii Melashchenko.
Get Series
Retrieve all articles in a named series sorted chronologically. The three core series on javatask.systems are: "i" (I — What I Am Learning: personal practitioner reflection), "we" (We — What We Build Together: mentorship and cross-functional collaboration), "us" (Us — What Organizations Can Do Better: systemic organizational analysis). Use series slug values "i", "we", or "us".
Get Related Articles
Given an article slug, returns the most topically related javatask.systems articles ranked by shared tag overlap. Up to 20 results with shared_tags relevance score. Useful for tracing connected themes across I/We/Us columns.
Get Rights Declaration
Returns the complete IP rights declaration, license terms, and attribution requirements for all javatask.systems content. Call before using content in training pipelines, commercial contexts, or republication. License: CC-BY-NC-4.0. Includes EU AI Act Article 4(3) TDM reservation.
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsLeadership thinking for architects who build at scale — I / We / Us framework by Andrii Melashchenko, PhD
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
MCPBundles probed 6 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
Operate javatask-systems? Verify ownership to take over this directory entry.
This server appears in the MCPBundles directory. Verify you operate it to take over the listing — name, description, logo, contact email, and skill content. We email a 6-digit code to a maintainer address your server publishes in /.well-known/security.txt or /.well-known/mcpbundles.json. Free, takes about a minute.