#modelcontextprotocol — Public Fediverse posts

The New MCP Roadmap

https://blog.modelcontextprotocol.io/posts/mcp-roadmap/

Comments: https://news.ycombinator.com/item?id=49399591

#HackerNews #MCP #Roadmap #ModelContextProtocol #TechUpdates #Roadmap2023 #Innovation

The common cause of AI-generated bugs isn't faulty logic, but rather a complete lack of infrastructure context.

By tunneling an MCP server into your Upsun environment through the CLI, your AI assistants can finally see database schemas and live configurations instead of guessing.

This secure connection lets tools like Cursor check their suggestions against a replica of your production data without risking your live site.

👉 https://upsun.com/blog/mcp-server-ai-ide-context/

#ModelContextProtocol #DevTools #AIContext

𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗠𝗲𝗺𝗣𝗮𝗹𝗮𝗰𝗲: 𝗦𝗲𝗰𝘂𝗿𝗲 𝗟𝗼𝗰𝗮𝗹 𝗔𝗜 𝗠𝗲𝗺𝗼𝗿𝘆 𝘄𝗶𝘁𝗵 𝗖𝗹𝗼𝘂𝗱𝗳𝗹𝗮𝗿𝗲 𝗭𝗲𝗿𝗼 𝗧𝗿𝘂𝘀𝘁 𝗮𝗻𝗱 𝗔𝗻𝘁𝗶𝗴𝗿𝗮𝘃𝗶𝘁𝘆 𝗜𝗗𝗘

Build a private long-term AI memory system. Step-by-step guide to self-hosting MemPalace on a homelab, securing remote access with Cloudflare Zero Trust, and integrating Model Context Protocol (MCP) in Antigravity IDE for automated code context.

#mempalace #aimemory #antigravity #antigravityIDE #mcp #modelcontextprotocol #cloudflare #docker #homelab

https://dariusz.wieckiewicz.org/en/mempalace-local-ai-memory-cloudflare-antigravity/

From the Leanpub Blog: The Leanpub Podcast 🎙 Feat. Ediz Najim, Author of Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems

https://leanpub.com/blog/the-leanpub-podcast-feat-ediz-najim-author-of-systems-thinking-for-agentic-ai/

#books #leanpublishing #selfpublishing #AgenticAI #SystemsThinking #SoftwareArchitecture #LLMEngineering #AIReliability #RAG #ModelContextProtocol #BackendDevelopment #AIObservability #Leanpub

NEW! The Leanpub Podcast 🎙 Feat. Ediz Najim, Author of Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems

https://youtu.be/Cw-7P9KKaKU

#books #leanpublishing #selfpublishing #AgenticAI #SystemsThinking #SoftwareArchitecture #LLMEngineering #AIReliability #RAG #ModelContextProtocol #BackendDevelopment #AIObservability #Leanpub

In the March issue I tried to capture the anti-MCP sentiment and hype around CLIs. Of course, pronouncing MCP dead turned out to be quite premature… https://www.bitoff.org/the-api-dispatch-11/

#TheApiDispatch #ModelContextProtocol

Production security for #ModelContextProtocol (MCP) requires more than gateway enforcement.

In this #InfoQ article, Nik Kale outlines a defense-in-depth approach built on 4 architectural control layers:
🔹 Safe Execution
🔹 Management Infrastructure
🔹 Outbound Trust
🔹 Semantic Integrity

Learn why security must be enforced at the earliest trustworthy control points.

🔗 Read now: https://bit.ly/45tPB6P

#AISecurity #MCP #AIAgents #SoftwareArchitecture

Announcing v2.0 of the official MCP C# SDK

https://devblogs.microsoft.com/dotnet/announcing-v20-of-the-official-mcp-csharp-sdk/

#dotnet #mcp #csharp #ai #modelcontextprotocol

The 2026-07-28 MCP Specification

https://blog.modelcontextprotocol.io/posts/2026-07-28/

#modelcontextprotocol #ai #mcp #spec #standards

The #ModelContextProtocol #MCP has received its biggest #update since its release, transitioning to a #fullystateless #architecture. This change allows for easier deployment of #AIagents at scale, as it removes the need for sticky routing and shared state. The update also includes a 12-month deprecation policy for stability and hardened authentication to prevent attacks. https://venturebeat.com/infrastructure/mcp-just-got-its-biggest-update-ever-heres-what-changes-for-ai-agents?eicker.news #tech #news #ainews

🚀 The 2026 Model Context Protocol is here to make your digital life more "stateless" than a teenager ignoring chores. 🤖 Forget human interaction, now it's all about Multi RoundTrip Requests and cacheable lists, because who needs eye contact when you have header-based routing? 🙄
https://blog.modelcontextprotocol.io/posts/2026-07-28/ #ModelContextProtocol #DigitalInnovation #StatelessDesign #TechTrends #FutureOfTech #HackerNews #ngated

MCP 2026-07-28 Specification: transport going stateless

https://blog.modelcontextprotocol.io/posts/2026-07-28/

Comments: https://news.ycombinator.com/item?id=49088058

#HackerNews #MCP #transport #stateless #specification #ModelContextProtocol

From the .NET blog...

In case you missed it earlier...

Analyze MSBuild Binary Logs with Copilot in VS Code
https://devblogs.microsoft.com/dotnet/msbuild-binlog-analyzer-vscode/ #dotnet #AI #VisualStudioCode #binlog #builddiagnostics #BuildPerformance #GitHubCopilot #MCP #ModelContextProtocol #msbuild #VSCode

From the .NET blog...

Analyze MSBuild Binary Logs with Copilot in VS Code
https://devblogs.microsoft.com/dotnet/msbuild-binlog-analyzer-vscode/ #dotnet #AI #VisualStudioCode #binlog #builddiagnostics #BuildPerformance #GitHubCopilot #MCP #ModelContextProtocol #msbuild #VSCode

via #AIFoundry : Building Agents that Act on Your Behalf with Toolboxes in Foundry

https://ift.tt/YyZaFwc
#FoundryToolboxes #ToolboxesInFoundry #AgentDelegation #EndUserDelegation #OAuth2 #OnBehalfOf #Entra #MCP #WorkIQ #ModelContextProtocol #M365 #AIAgents #AuthGuardrails #T…

📚 libgen-mcp — a Go MCP server that lets your AI assistant search & download from Library Genesis: books, papers, comics, magazines & standards.

✅ No account, no API key
✅ Self-hosted: one binary or Docker (Win/Linux/macOS)
✅ Works with Claude, Cursor, VS Code
✅ Just ~1.9k context tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

📚 libgen-mcp — un servidor MCP en Go que deja a tu asistente de IA buscar y descargar de Library Genesis: libros, papers, cómics, revistas y normas.

✅ Sin cuenta ni API key
✅ Self-hosted: 1 binario o Docker (Win/Linux/macOS)
✅ Con Claude, Cursor, VS Code
✅ Solo ~1.9k tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#IA #AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

Claude Codeに「空回り課金」の指摘：指示前に3.3万トークン消費、競合の4.7倍と判明 — BigGo ファイナンス https://www.yayafa.com/2842381/ #AgenticAi #AI #amd #Anthropic #AnthropicClaude #ArtificialGeneralIntelligence #ArtificialIntelligence #claude #ClaudeCode #ClaudeSonnet45 #Effort（努力度） #ModelContextProtocol #OpenCode #StellaLaurenzo #Systima #エージェント型AI #トークン #人工知能 #汎用人工知能

Learn how to build a dynamic Notion Sprint Manager using Anthropic's Model Context Protocol (MCP) and TypeScript. Overcome real-world stdio & sandbox bugs! https://hackernoon.com/how-we-built-a-dynamic-notion-sprint-backlog-manager-using-model-context-protocol #modelcontextprotocol

I've been slowly building out personal AI workflows to make my life easier, and one of the missing pieces was getting AI to write/query my notes in Obsidian.

I want to be able to interact cleanly with my notes in Claude Desktop, Claude Mobile and agents like Hermes and NanoClaw.

So I vibe-coded an MCP server for Obsidian:

**Obsidian MCP**
https://github.com/jclement/obsidian-mcp

It relies on Obsidian's sync package to do the heavy lifting, and adds a set of MCP tools on top of that. It uses Passkeys as god intended. Easy containerized deployment.

The real magic happens when you combine it with other MCP servers. I also threw together an Azure DevOps MCP server because the Microsoft one is local-only, and I wanted something I could use remotely from Claude on my phone.

**Azure DevOps MCP**
https://github.com/jclement/azure-devops-mcp

A common workflow now is:

"Look at DevOps and summarize my activity into my Daily notes"
"Turn project XYZ in my notes into a real PBI and tasks in DevOps"

If you're curious (or feeling brave 😅 with your DevOps credentials), I have a prototype HTTP instance of the DevOps MCP running here.

https://adomcp.onewheelgeek.net

Would I point production agents at a random guy's server on the Internet? Probably not. I trust me, but you probably shouldn't. But it's there if you want to kick the tires.

Hopefully it's useful for someone else.

#MCP #ModelContextProtocol #Obsidian #AzureDevOps #ClaudeAI #AI #DeveloperTools #SelfHosting #OpenSource #PKM

From the .NET blog...

In case you missed it earlier...

MCP Beyond the Chat Window: Build Diagnostics in CI
https://devblogs.microsoft.com/dotnet/mcp-build-diagnostics-workflows/ #dotnet #AI #binlog #builddiagnostics #GitHubActions #GitHubCopilot #MCP #MicrosoftBinlogMCP #ModelContextProtocol #msbuild

From the .NET blog...

MCP Beyond the Chat Window: Build Diagnostics in CI
https://devblogs.microsoft.com/dotnet/mcp-build-diagnostics-workflows/ #dotnet #AI #binlog #builddiagnostics #GitHubActions #GitHubCopilot #MCP #MicrosoftBinlogMCP #ModelContextProtocol #msbuild

From the .NET blog...

In case you missed it earlier...

AI-Powered MSBuild Investigation with the Microsoft Binlog MCP Server
https://devblogs.microsoft.com/dotnet/msbuild-binlog-mcp-server/ #dotnet #AI #binlog #builddiagnostics #GitHubCopilot #MCP #ModelContextProtocol #msbuild

From the .NET blog...

AI-Powered MSBuild Investigation with the Microsoft Binlog MCP Server
https://devblogs.microsoft.com/dotnet/msbuild-binlog-mcp-server/ #dotnet #AI #binlog #builddiagnostics #GitHubCopilot #MCP #ModelContextProtocol #msbuild

Released mcp-wire 0.3.0 — a small Go CLI that installs and configures MCP servers across Claude Code, Codex, and OpenCode from one interface.

New in this version:
- `mcp-wire doctor` diagnostics
- richer TUI metadata
- `mcp-wire metadata` for agents/scripts
- GitHub, Notion, and Linear in the curated catalog
- safer credential storage

https://www.andreagrandi.it/posts/announcing-mcp-wire-0-3-0/

#mcp #ModelContextProtocol #cli #opensource #golang

Tool poisoning turns an AI agent's most trusted input, its tool descriptions, into an attack surface. How MCP poisoning works and how to defend against it. https://hackernoon.com/your-ai-agent-trusts-its-tools-too-much #modelcontextprotocol

Discover how #GitHub reduced token usage by up to 62% in the agentic workflows running across their own repositories.

The team achieved these efficiencies by:
➡️ Pruning unused #ModelContextProtocol (MCP) tools
➡️ Replacing MCP calls with native GitHub CLI invocations
➡️ Introducing daily audit and optimization agents

🔗 Learn more: https://bit.ly/4vefjai

#AI #AgenticAI #InfoQ