MCP sounds abstract until you plug it into your Jira, your repo and your documentation. Here are the three servers that save me the most time.
MCP sounds abstract until you plug it into your Jira, your repo and your documentation. Here are the three servers that save me the most time.
MCP is plumbing. It’s not sexy until you have it working.
Exposes the repo’s specs and ADRs. The agent enters with context, not blind.
Reads Jira/Linear. The agent can review a ticket before proposing a PR.
Incident runbooks accessible to the support agent. The first line answers in seconds.
Lessons from the conversational agent we built on LangChain + Weaviate: chunking, verifiable citations, evaluations and the boring part nobody talks about.
Why writing specs before asking an agent for code totally changes the result — and how we're integrating it with MCP.
What I learned leading the Jackcore migration. Spoiler: the technical part is the easy part.