#model-context-protocol — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #model-context-protocol, aggregated by home.social.
-
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...
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...
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...
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 -
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 storagehttps://www.andreagrandi.it/posts/announcing-mcp-wire-0-3-0/
-
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 storagehttps://www.andreagrandi.it/posts/announcing-mcp-wire-0-3-0/
-
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
-
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
-
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
-
The AI agent "Wild West" is over. It’s time for engineering discipline. 🤠❌
Giving an LLM access to every API, database, and MCP server and hoping it figures things out leads to chaos, hallucinations, and burnt tokens.
To fix this, I built a tool harness: a proxy-driven, benchmark-validated ecosystem to make environments truly "AI-ready."
Key takeaways from my latest article:
1/ MCP is a transport layer, not a UX. Expose high-level intents, not raw, complex REST endpoints.
2/ Skills need a context budget. Keep instructions tight and load them on-demand so the model doesn't lose focus.
3/ Implement a Learning Loop. Use a transparent proxy to capture interactions, write behavioral unit tests for your AI with strict assertions, and optimize skills based on real failures and token costs.Treat your tool harness with the same discipline you treat your test suite.
Read the full post here:
👉 https://blog.mornati.net/your-ai-agent-deserves-a-tool-harness-not-a-wild-west#AI #LLM #MCP #ModelContextProtocol #Architecture #SoftwareEngineering
-
The AI agent "Wild West" is over. It’s time for engineering discipline. 🤠❌
Giving an LLM access to every API, database, and MCP server and hoping it figures things out leads to chaos, hallucinations, and burnt tokens.
To fix this, I built a tool harness: a proxy-driven, benchmark-validated ecosystem to make environments truly "AI-ready."
Key takeaways from my latest article:
1/ MCP is a transport layer, not a UX. Expose high-level intents, not raw, complex REST endpoints.
2/ Skills need a context budget. Keep instructions tight and load them on-demand so the model doesn't lose focus.
3/ Implement a Learning Loop. Use a transparent proxy to capture interactions, write behavioral unit tests for your AI with strict assertions, and optimize skills based on real failures and token costs.Treat your tool harness with the same discipline you treat your test suite.
Read the full post here:
👉 https://blog.mornati.net/your-ai-agent-deserves-a-tool-harness-not-a-wild-west#AI #LLM #MCP #ModelContextProtocol #Architecture #SoftwareEngineering
-
CoinBase releases "Base MCP" an integration that enables users to connect their Base Account to AI clients including ChatGPT, Claude and Cursor using the Model Context Protocol (MCP). Users can ask the agent to send funds, swap tokens, check balances, review transaction history and interact with DeFi applications. https://www.coindesk.com/tech/2026/05/26/coinbase-s-base-launches-ai-tool-for-chatgpt-to-manage-crypto-wallets-and-defi-apps #Crypto #CoinBase #BaseMCP #AI #AIAgents #ChatGPT #Claude #Cursor #Integration #MCP #ModelContextProtocol #CryptoTrading
-
CoinBase releases "Base MCP" an integration that enables users to connect their Base Account to AI clients including ChatGPT, Claude and Cursor using the Model Context Protocol (MCP). Users can ask the agent to send funds, swap tokens, check balances, review transaction history and interact with DeFi applications. https://www.coindesk.com/tech/2026/05/26/coinbase-s-base-launches-ai-tool-for-chatgpt-to-manage-crypto-wallets-and-defi-apps #Crypto #CoinBase #BaseMCP #AI #AIAgents #ChatGPT #Claude #Cursor #Integration #MCP #ModelContextProtocol #CryptoTrading
-
🤖 Testing & observing AI agents shouldn't be an afterthought. If you wait until production to see how your agents behave, you're playing a risky game.
3 expert speakers will demonstrate how to build robust agentic apps using Spring AI, and show you how to take control of the chaos.
🔗 Save your seat today: https://www.linkedin.com/events/7460341650775605248/
#AIagents #SoftwareTesting #SpringAI #OpenTelemetry #ModelContextProtocol
-
🤖 Testing & observing AI agents shouldn't be an afterthought. If you wait until production to see how your agents behave, you're playing a risky game.
3 expert speakers will demonstrate how to build robust agentic apps using Spring AI, and show you how to take control of the chaos.
🔗 Save your seat today: https://www.linkedin.com/events/7460341650775605248/
#AIagents #SoftwareTesting #SpringAI #OpenTelemetry #ModelContextProtocol
-
#AWS has made its managed #ModelContextProtocol (MCP) server generally available, giving AI coding agents controlled access to AWS APIs, documentation & operational workflows through a standard interface.
It offers a safer, more auditable way to connect AI agents to AWS services without exposing broad credentials.
Learn more: https://bit.ly/49PyxL6
-
#AWS has made its managed #ModelContextProtocol (MCP) server generally available, giving AI coding agents controlled access to AWS APIs, documentation & operational workflows through a standard interface.
It offers a safer, more auditable way to connect AI agents to AWS services without exposing broad credentials.
Learn more: https://bit.ly/49PyxL6
-
via @dotnet : Announcing Agent Governance Toolkit MCP Extensions for .NET
https://ift.tt/KzPDqWI
#MCP #ModelContextProtocol #AgentGovernance #NET #dotnet #GovernanceToolkit #MCPextensions #MCPServer #StartupScanning #ToolGovernance #PolicyEnforcement #ResponseSa… -
via @dotnet : Announcing Agent Governance Toolkit MCP Extensions for .NET
https://ift.tt/KzPDqWI
#MCP #ModelContextProtocol #AgentGovernance #NET #dotnet #GovernanceToolkit #MCPextensions #MCPServer #StartupScanning #ToolGovernance #PolicyEnforcement #ResponseSa… -
From the .NET blog...
In case you missed it earlier...
Announcing Agent Governance Toolkit MCP Extensions for .NET
https://devblogs.microsoft.com/dotnet/announcing-agent-governance-toolkit-mcp-extensions-for-dotnet/ #dotnet #AI #Security #NET8 #AgentGovernanceToolkit #AISecurity #MCP #ModelContextProtocol -
From the .NET blog...
In case you missed it earlier...
Announcing Agent Governance Toolkit MCP Extensions for .NET
https://devblogs.microsoft.com/dotnet/announcing-agent-governance-toolkit-mcp-extensions-for-dotnet/ #dotnet #AI #Security #NET8 #AgentGovernanceToolkit #AISecurity #MCP #ModelContextProtocol -
Sumo Logic adds Claude monitoring as enterprise AI compliance fears grow
https://fed.brid.gy/r/https://nerds.xyz/2026/05/sumo-logic-claude-monitoring/
-
Sumo Logic adds Claude monitoring as enterprise AI compliance fears grow
https://web.brid.gy/r/https://nerds.xyz/2026/05/sumo-logic-claude-monitoring/
-
From the .NET blog...
Announcing Agent Governance Toolkit MCP Extensions for .NET
https://devblogs.microsoft.com/dotnet/announcing-agent-governance-toolkit-mcp-extensions-for-dotnet/ #dotnet #AI #Security #NET8 #AgentGovernanceToolkit #AISecurity #MCP #ModelContextProtocol -
From the .NET blog...
Announcing Agent Governance Toolkit MCP Extensions for .NET
https://devblogs.microsoft.com/dotnet/announcing-agent-governance-toolkit-mcp-extensions-for-dotnet/ #dotnet #AI #Security #NET8 #AgentGovernanceToolkit #AISecurity #MCP #ModelContextProtocol -
Learn how to build a B2B intelligence platform with over one million company profiles using an MCP server - without creating an unsafe bridge between an LLM and production data.
🔗 Read now: https://bit.ly/42EukGl
-
Learn how to build a B2B intelligence platform with over one million company profiles using an MCP server - without creating an unsafe bridge between an LLM and production data.
🔗 Read now: https://bit.ly/42EukGl
-
A #CodePen-style #live #IDE for #building, #testing, and #debugging Model Context Protocol (#MCP) #servers — #LLM #agnostic — https://github.com/AnandPilania/mcp-live-playground
#modelcontextprotocol #sandbox #webide #llmagnostic #llmops #aitools #apiinterface #ai #BuildInPublic #nodejs #javascript
-
A #CodePen-style #live #IDE for #building, #testing, and #debugging Model Context Protocol (#MCP) #servers — #LLM #agnostic — https://github.com/AnandPilania/mcp-live-playground
#modelcontextprotocol #sandbox #webide #llmagnostic #llmops #aitools #apiinterface #ai #BuildInPublic #nodejs #javascript
-
Security Flaws Exposed in Popular Database Projects' MCP Servers
Critical security flaws have been uncovered in MCP servers used by popular analytics databases, leaving them vulnerable to risks like SQL injection and full database takeover due to faulty validation and authentication processes. These defects, discovered by Akamai security analyst Tomer Peled, highlight a…
#VulnerabilityResearch #McpServers #DatabaseSecurity #AiApplications #ModelContextProtocol
-
Anthropic's AI Tool Exposes to One-Click Remote Code Execution Risk
A single click on Claude Code's generic dialog can unleash a major security risk, allowing an unsandboxed Node.js process to spawn with full user privileges. This vulnerability can be exploited using just two common JSON files, putting developers at risk of one-click remote code execution.
#RemoteCodeExecution #AiSecurity #Nodejs #ModelContextProtocol #OneclickExploit
-
https://www.tkhunt.com/2298182/ AIワークフローを視覚的に構築できる”n8n” #AgenticAi #AI #AIエージェント #AIワークフロー #ai開発 #API連携 #ArtificialIntelligence #ChatGPT #Claude #Docker #DX #GitHub連携 #Integromat #IT #llm #make #MCP #ModelContextProtocol #n8n #Notion連携 #Ollama #OSS #RPA #SaaS #Slack連携 #Webhook #Zapier #エージェント型AI #エンジニア #オートメーション #オープンソース #コーティング #セルフホスト #デジタルトランスフォーメーション #テック #ノーコード #ノート #フロー #プログラミング #マルチエージェント #ローカルLLM #ローコード #ワークフロー自動化 #人工知能 #初心者 #効率化ツール #学習 #技術 #業務効率化 #生産性向上 #自動化 #解説 #開発
-
https://www.tkhunt.com/2298182/ AIワークフローを視覚的に構築できる”n8n” #AgenticAi #AI #AIエージェント #AIワークフロー #ai開発 #API連携 #ArtificialIntelligence #ChatGPT #Claude #Docker #DX #GitHub連携 #Integromat #IT #llm #make #MCP #ModelContextProtocol #n8n #Notion連携 #Ollama #OSS #RPA #SaaS #Slack連携 #Webhook #Zapier #エージェント型AI #エンジニア #オートメーション #オープンソース #コーティング #セルフホスト #デジタルトランスフォーメーション #テック #ノーコード #ノート #フロー #プログラミング #マルチエージェント #ローカルLLM #ローコード #ワークフロー自動化 #人工知能 #初心者 #効率化ツール #学習 #技術 #業務効率化 #生産性向上 #自動化 #解説 #開発
-
MCP servers should be treated like high-risk enterprise software dependencies. https://hackernoon.com/mcp-servers-are-a-supply-chain-you-have-not-inventoried-yet #modelcontextprotocol
-
MCP servers should be treated like high-risk enterprise software dependencies. https://hackernoon.com/mcp-servers-are-a-supply-chain-you-have-not-inventoried-yet #modelcontextprotocol
-
via @dotnet : Governing MCP tool calls in .NET with the Agent Governance Toolkit
https://ift.tt/THYWOaq
#MCP #ModelContextProtocol #MCPGovernance #AgentGovernanceToolkit #AGT #dotnet #CSharp #NET8 #Security #ToolPoisoning #PromptInjection #ToolDefinitionValidati… -
via @dotnet : Governing MCP tool calls in .NET with the Agent Governance Toolkit
https://ift.tt/THYWOaq
#MCP #ModelContextProtocol #MCPGovernance #AgentGovernanceToolkit #AGT #dotnet #CSharp #NET8 #Security #ToolPoisoning #PromptInjection #ToolDefinitionValidati… -
CodeGuardian is an MCP server that extends AI coding assistants with comprehensive code quality and security analysis.
Developers can access enterprise-grade analysis directly in their AI assistant - reducing context switching and making secure coding easier to adopt.
🔗 Read now: https://bit.ly/4u0VNhz
#InfoQ #AI #ModelContextProtocol #AIagents #AIAssistedCoding
-
CodeGuardian is an MCP server that extends AI coding assistants with comprehensive code quality and security analysis.
Developers can access enterprise-grade analysis directly in their AI assistant - reducing context switching and making secure coding easier to adopt.
🔗 Read now: https://bit.ly/4u0VNhz
#InfoQ #AI #ModelContextProtocol #AIagents #AIAssistedCoding
-
Cloudflare’s new #ModelContextProtocol (MCP) server powered by Code Mode enables #AIagents to interact with large APIs with minimal token usage.
The server reduces context footprint across 2,500+ endpoints, improves multi-API orchestration, and provides a secure, code-centric execution environment for LLM agents.
Deep dive on #InfoQ ⇨ https://bit.ly/4dTJgqQ
-
@infoq Great case study. Central registry + human-in-the-loop approvals are exactly the right building blocks.
We see the same pattern with ToolMesh: a gateway between agent and API. Instead of building an MCP server per API, a YAML file describes the endpoints — ToolMesh handles ACL, credential isolation, and audit trails.
Pinterest's approach shows MCP works in production — when the governance layer is right.
-
#Pinterest has deployed a production-ready #ModelContextProtocol (#MCP) ecosystem, enabling #AIagents to automate complex engineering tasks and integrate internal tools.
Domain-specific MCP servers + central registry + human-in-the-loop approvals ⇒ boost security, governance & productivity - saving thousands of hours monthly.
🔗 Details: https://bit.ly/4dVIhX6
-
What happens when a major financial institution prepares its #APIs for #AIagents?
#MorganStanley had to rethink large parts of its API program.
The big shift: #ModelContextProtocol (MCP) - which has gone from obscurity to industry standard in ~18 months.
It fundamentally changes who - or what - is consuming your APIs.
Learn more: https://bit.ly/3PFnUmV