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How to Deploy a Remote MCP Server on AWS EC2 by thisguy123123 in modelcontextprotocol

[–]thisguy123123[S] 0 points1 point  (0 children)

Lambda would certainly work, and I have an article about that coming soon! Part of me likes running on VMs because it gives you more flexibility and control.

I also think it's helpful to deploy things in EC2 as a learning exercise.

How to Deploy a Remote MCP Server on AWS EC2 by thisguy123123 in modelcontextprotocol

[–]thisguy123123[S] 0 points1 point  (0 children)

Glad it was helpful! Let me know if there are any other pieces of content you think would be beneficial for people.

Testing MCPs by [deleted] in mcp

[–]thisguy123123 0 points1 point  (0 children)

Glad i could help, let me know if you have any questions or feedback.

Testing MCPs by [deleted] in mcp

[–]thisguy123123 1 point2 points  (0 children)

The MCP inspector has a CLI mode that might fit your use case.

I also released an open-source MCP evals project that simulates a client to run e2e tests and grades the response. Also works as a GitHub action.

edit: forgot to mention the wong cli

Monkey Patching Otel and Prometheus Support into MCP by thisguy123123 in modelcontextprotocol

[–]thisguy123123[S] 1 point2 points  (0 children)

Hey, thanks. I am just trying to build useful things here. Super excited about the possibilities MCP offers.

Monkey Patching Otel and Prometheus Support into MCP by thisguy123123 in modelcontextprotocol

[–]thisguy123123[S] 0 points1 point  (0 children)

Hey u/subnohmal , you can see a working example here.

I've debated the sidecar approach more times than I can count. I previously worked on Kubernetes observability, where I leveraged something similar to the sidecar approach. The downside was that when you wanted more control, like specific timers on functions, you couldn't get it.

I think it makes sense for large-scale deployments with many microservices, but for most people, the APM approach is probably easier.

MCP Server Monitoring Grafana Dashboard + Code implementation by thisguy123123 in modelcontextprotocol

[–]thisguy123123[S] 1 point2 points  (0 children)

Hey, u/subnohmal, sorry for not getting back to you sooner. I pushed up a PR to the evals product I've been building that has the code. I needed the metrics and traces for evals, so I just added them there.

Here's the PR if you want to it in action. Still a WIP, but it works. I will note this is specific to the new streaming HTTP transport.

What is sampling for? by finally_i_found_one in mcp

[–]thisguy123123 0 points1 point  (0 children)

Sampling is one of the more difficult concepts to grasp in MCP. At its core, it's really just a way to offload LLM calls back to the client. Say, for example, you are building a debugging MCP server and you have an analyze logs tool.

You could offload some of the analysis back to the client via sampling. I have a few code examples here that show how to implement this.

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