#modelcontextprotocol — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #modelcontextprotocol, aggregated by home.social.
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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… -
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… -
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
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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
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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
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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
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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
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Telefónica, Nokia work to speed adoption of APIs with agentic AI
Their efforts include integrating the A2A protocol and MCP as a step towards building an ‘agent economy’ and…
#Spain #ES #Europe #Europa #EU #Telefónica #Agent-to-AgentProtocol(A2A) #agenticAIecosystem #agenticeconomy #ModelContextProtocol(MCP) #Nokia
https://www.europesays.com/spain/13198/ -
Google veröffentlicht mit Deep Research und Deep Research Max zwei autonome KI-Agenten auf Basis von Gemini 3.1 Pro.
Über das Model Context Protocol greifen die KI-Modelle auf interne Unternehmensdaten zu. Die Max-Variante generiert in asynchronen Analysen eigenständig Infografiken und schlägt den Vorgänger bei internen Evaluationen in 65,1 Prozent der Fälle.
#Google #Gemini #KI #ModelContextProtocol #News
https://www.all-ai.de/news/news26top/google-gemini-ki-agent-research-neu -
Google veröffentlicht mit Deep Research und Deep Research Max zwei autonome KI-Agenten auf Basis von Gemini 3.1 Pro.
Über das Model Context Protocol greifen die KI-Modelle auf interne Unternehmensdaten zu. Die Max-Variante generiert in asynchronen Analysen eigenständig Infografiken und schlägt den Vorgänger bei internen Evaluationen in 65,1 Prozent der Fälle.
#Google #Gemini #KI #ModelContextProtocol #News
https://www.all-ai.de/news/news26top/google-gemini-ki-agent-research-neu -
Google veröffentlicht mit Deep Research und Deep Research Max zwei autonome KI-Agenten auf Basis von Gemini 3.1 Pro.
Über das Model Context Protocol greifen die KI-Modelle auf interne Unternehmensdaten zu. Die Max-Variante generiert in asynchronen Analysen eigenständig Infografiken und schlägt den Vorgänger bei internen Evaluationen in 65,1 Prozent der Fälle.
#Google #Gemini #KI #ModelContextProtocol #News
https://www.all-ai.de/news/news26top/google-gemini-ki-agent-research-neu -
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
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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
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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
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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
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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
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Anthropic's MCP Flaw Exposes 200K Servers to Takeover Risk
A security flaw in Anthropic's Model Context Protocol (MCP) could put a staggering 200,000 servers at risk of complete takeover, leaving thousands of machines vulnerable to attack. This design flaw, described as a vulnerability by security researchers, highlights a potentially disastrous weakness in a protocol meant to manage AI model…
#Anthropic #ModelContextProtocol #McpFlaw #AiSecurity #ServerTakeover
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Storybook 10.3 porta gli agenti AI dentro i componenti esistenti con il protocollo MCP
Storybook 10.3 integra il Model Context Protocol per React, permettendo agli agenti AI di lavorare con componenti esistenti, eseguire test e correggersi autonomamente. Arrivano anche miglioramenti all'accessibilità e CSF Factories per Vue, Angular e Web Components. -
Storybook 10.3 porta gli agenti AI dentro i componenti esistenti con il protocollo MCP
Storybook 10.3 integra il Model Context Protocol per React, permettendo agli agenti AI di lavorare con componenti esistenti, eseguire test e correggersi autonomamente. Arrivano anche miglioramenti all'accessibilità e CSF Factories per Vue, Angular e Web Components. -
@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.
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@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.
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@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.
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@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.
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@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.
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Vor einem Jahr fragte @jwildeboer ob #MCP das Ende öffentlicher APIs bedeutet — weil Agenten unkontrolliert auf sie losgehen wie ein DDoS.
Berechtigter Punkt. Die Lösung: ein Gateway zwischen Agent und API. Proaktives Rate Limiting, Retry-Budgets, Credential Isolation. Der Agent sieht nie den API-Key und kann nicht unkontrolliert feuern.
Genau dafür haben wir ToolMesh gebaut. Open Source, self-hosted.
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Vor einem Jahr fragte @jwildeboer ob #MCP das Ende öffentlicher APIs bedeutet — weil Agenten unkontrolliert auf sie losgehen wie ein DDoS.
Berechtigter Punkt. Die Lösung: ein Gateway zwischen Agent und API. Proaktives Rate Limiting, Retry-Budgets, Credential Isolation. Der Agent sieht nie den API-Key und kann nicht unkontrolliert feuern.
Genau dafür haben wir ToolMesh gebaut. Open Source, self-hosted.
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Interne APIs sind einer der größten Bremsklötze für KI-Agenten im Unternehmen. Für die meisten wird es nie eine standardisierte KI-Schnittstelle (MCP) geben.
Heute stellen wir ToolMesh vor — ein Open-Source-Gateway, das REST-APIs in Minuten anbindet: 30 Zeilen YAML ersetzen einen ganzen MCP-Server. ACL, Credential Isolation, Audit Trail und Output-Filter inklusive.
16 APIs, 1.100+ Tools. Self-hosted, Apache 2.0.
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https://www.europesays.com/ie/420581/ Anthropic’s Designs Three-Agent Harness Supports Long-Running Full-Stack AI Development #Agents #AI #AIArchitecture #AnthropicThreeAgentHarnessAi #Architecture&Design #ArtificialIntelligence #ArtificialIntelligence #autonomous #Development #Éire #FrontEnd #IE #Ireland #ML&DataEngineering #model #ModelContextProtocol(MCP) #Orchestration #SDK #SoftwareEngineering #Technology #Workflow/BPM
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#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
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#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