Ideas, tutorials, and updates from our team.
Claude's custom connectors and ChatGPT have nowhere to paste a token, so BugDump's MCP server now lets them sign in. How the flow works, and the four decisions behind it: one connection for every project, known clients only, checks on every request, and changes that stay attributed.
Ask an agent for a weekly status report and watch it open every ticket one at a time. It is not being dumb — it is doing exactly what your API forced it to do. The N+1 problem, moved from your ORM to your MCP server, and the three questions that fix it.
A shared API key is fine while an AI agent can only read. Once it can move tasks and post comments, "who did this?" matters. How to authenticate an MCP server with personal tokens, and what we changed in BugDump.
Connect BugDump's MCP server to Claude Code or Cursor and let your AI assistant read a bug's console, network, and replay context to debug it.
MCP turns your product into something an AI agent can read. That part is easy. The hard part is designing tools an agent uses correctly on the first try — which turns out to be a different discipline from designing a REST API.
We shipped an MCP server so Claude Code can pull bug reports, console logs, and network traces on its own. The result is a debugging loop where you never open the dashboard.