IMHO all MCP servers should allow end-users to review exactly the code which is going to run on their host.

This is what r2ai does, on this point, *everybody* should do the same.

cc: @radareorg

Quick Primer on MCP Using Ollama and LangChain
https://www.polarsparc.com/xhtml/MCP.html
#ycombinator #langchain #llm #mcp #python

Quarkus offers a way to generate a tool provider backed by one or more MCP servers declaratively from the configuration model.
https://docs.quarkiverse.io/quarkus-langchain4j/dev/mcp.html
#Java #quarkus #mcp #langchain4j

Quarkus Langchain4J support to MCP Servers - Hands On!
http://fxapps.blogspot.com/2025/04/quarkus-langchain4j-support-to-mcp.html
#Java #quarkus #mcp #aiml #devx

Let's Build & Deploy a MCP Server with C# | Beginner's Guide with James Montemagno.

https://www.youtube.com/watch?v=MKD-sCZWpZQ

Hat jemand von euch einen lokalen #MCP Server für #GenAI #Claude auf #Windows 11 laufen? Wenn ja, welchen?

Looking to build your own #MCP server or client? The new #csharp SDK is absolutely delightful and you can start building in minutes.

I walk you through building, testing, and deploying your first #MCPServer in minutes!

https://www.youtube.com/watch?v=MKD-sCZWpZQ

A Clear Intro to MCP (Model Context Protocol) with Code Examples
https://towardsdatascience.com/clear-intro-to-mcp/
#MCP #AIML

AI-Assisted Infrastructure as Code with Pulumi's Model Context Protocol Server.

https://www.pulumi.com/blog/mcp-server-ai-assistants/

Qué es el Model Context Protocol (MCP) y cuál es su papel en el desarrollo de la inteligencia artificial general https://blog.elhacker.net/2025/04/que-es-el-model-context-protocol-mcp.html #inteligenciaartificial #LLM #mcp

I built an #MCP for NOVA so you can use it as a guardrail for your AI system.

NOVA is a prompt pattern matching framework. It is primarily used for prompt hunting, similarly to how you use YARA for hunting files.

But NOVA can also be used as a guardrail to prevent malicious attempts and protect your LLM system based on your own NOVA rules.

I created a NOVA gateway using MCP. The model is instructed to always call the NOVA MCP first to validate the prompt before doing anything else.

If there is no match, the LLM continues execution.
If there is a match, execution stops and the user gets a notification that the request is blocked.

Every match is logged so you can track malicious attempts and review the security logs.

https://novahunting.ai/

Excited to announce **Forgejo MCP Server v1.0.0**!
Elegant & simple Model Context Protocol server for Forgejo & Codeberg
Now with both stdio *and* SSE server support
Enhanced issue management with metadata, validation & caching
100% open source, easy to integrate!
Check it out: https://codeberg.org/goern/forgejo-mcp and https://codeberg.org/goern/forgejo-mcp/src/branch/main/README.md

@forgejo @Codeberg #MCP #Release

PS: It's not listed on https://smithery.ai as they only accept GitHub-hosted repositories... :fail:

An Introduction to MCP and Authorization | Auth0.

https://auth0.com/blog/an-introduction-to-mcp-and-authorization/

Build a Model Context Protocol (MCP) server in C# | by James Montemagno.

https://devblogs.microsoft.com/dotnet/build-a-model-context-protocol-mcp-server-in-csharp/?hide_banner=true

Connecting to an MCP Server from JavaScript using LangChain.js - Marc Nuri
https://blog.marcnuri.com/connecting-to-mcp-server-with-langchainjs
#mcp #aiml #genai #llm

Vibe coding with GitHub Copilot: Agent mode and MCP support rolling out to all VS Code users.

https://github.blog/news-insights/product-news/github-copilot-agent-mode-activated/

#Podcast Tipp: schöner, Beginner-friendly Einstieg in #MCP, der neue heisse nach #RAG in #GenAI: https://podcasts.apple.com/de/podcast/latent-space-the-ai-engineer-podcast/id1674008350?i=1000702137438