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⚡ AI Lessons

Dev.to · yongrean
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
tools/list is not a readiness check for MCP servers
The first version of mcp-probe checked the obvious things: can the MCP server initialize? does...

Dev.to · yongrean
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
mcp-probe v1.6.0: Stricter GitHub Actions checks for MCP CI gates
I shipped mcp-probe v1.6.0 with a small but useful improvement to mcp-probe doctor. Previous...

Dev.to · yongrean
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
mcp-probe v1.5.0: Doctor checks for MCP CI readiness
MCP servers are starting to look like infrastructure. That means the tooling around them needs boring...

Dev.to · yongrean
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
mcp-probe v1.4.0: Contract assertions for production MCP servers
MCP servers are starting to look like infrastructure. That means the old readiness question is no...

Dev.to · yongrean
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
mcp-probe v1.0.0: A CI readiness gate for MCP servers
mcp-probe started as a small CLI for checking whether an MCP server starts and exposes tools. That...

Dev.to · yongrean
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
I built the npm audit for MCP servers
The MCP (Model Context Protocol) ecosystem has exploded. awesome-mcp-servers lists 200+ servers — but...
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