ModelContextProtocol
PulseAugur coverage of ModelContextProtocol — every cluster mentioning ModelContextProtocol across labs, papers, and developer communities, ranked by signal.
9 day(s) with sentiment data
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Claude Desktop enhanced with three daily-use MCP servers for file, code, and database access
The author details three specific "MCP" servers they actively use within Claude Desktop to enhance its capabilities. These servers include a filesystem server for direct project file access, a GitHub server for code rev…
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Attacks on .NET MCP server's human confirmation revealed
The author details six security attacks attempted against a confirmation mechanism in a .NET 10 MCP server built with ASP.NET Core. These attacks focused on manipulating the "yes" confirmation, which is crucial for acti…
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Build Secure AI SQL Server Agent with C# and MCP
A new guide details how to build a secure AI database agent using C# and the Model Context Protocol (MCP). This server allows AI models like Claude Desktop and VS Code's Copilot to query SQL Server databases directly. T…
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Claude Desktop gains new capabilities with MCP servers for file, GitHub, and database access
The author details three practical ModelContextProtocol (MCP) servers that enhance the functionality of Claude Desktop. These servers, including one for filesystem access, another for GitHub integration, and a third for…
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Claude Desktop enhanced with MCP servers for file access, GitHub, and PostgreSQL
A developer shares three specific ModelContextProtocol (MCP) servers they actively use within Claude Desktop to enhance the AI's capabilities. These servers include a filesystem server for direct project file access, a …
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Guide shows testing local AI model servers via stdio with MCP Playground
This guide details how to test local AI model servers, specifically those using the Model Context Protocol (MCP), which communicate over standard input/output (stdio) and are not accessible via URLs. It demonstrates bui…
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Claude Desktop integrates with local files, GitHub, and databases via MCP servers
The author details three specific Model Context Protocol (MCP) servers they actively use within Claude Desktop: server-filesystem, server-github, and server-postgres. These servers enable Claude to interact with local p…
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Claude Desktop gains file, GitHub, and database access via MCP servers
The article details three ModelContextProtocol (MCP) servers that can be integrated with Claude Desktop to enhance its capabilities. These servers allow Claude to directly access project files, interact with GitHub repo…
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Claude Desktop enhanced with local filesystem, GitHub, and PostgreSQL integration
A developer shares three "MCP servers" they actively use within Claude Desktop to enhance the AI's capabilities. These servers, installed via the `mcp-hub` command, allow Claude to interact with local filesystems, brows…
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Claude Desktop integrates with Filesystem, GitHub, and PostgreSQL via MCP servers
The author details three specific ModelContextProtocol (MCP) servers they actively use within Claude Desktop: Filesystem, GitHub, and PostgreSQL. The Filesystem server allows Claude to read project files directly, the G…
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MCP Python SDK OAuth vulnerability requires manual fix beyond upgrade
A security vulnerability in the MCP Python SDK, identified as GHSA-qx49-fqc8-xw99, allows malicious servers to steal OAuth credentials. While patched versions 1.30.0 and 2.2.0 are available, simply upgrading the SDK is …
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ModelContextProtocol spec updated for stateless design
The ModelContextProtocol (MCP) specification has been updated to remove protocol-level sessions, sticky sessions, and session storage for remote MCP servers. This change aims to enable independent request routing and si…
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Claude Desktop integrates with GitHub, databases, and local files via MCP servers
The article introduces three "MCP servers" that integrate with Claude Desktop, enhancing its capabilities. These servers allow Claude to access local project files via a filesystem server, interact with GitHub for code …
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Developers build custom servers for AI agents using Model Context Protocol
Developers can now build and integrate custom servers using the Model Context Protocol (MCP), a standard that allows language models to interact with external tools and data. Several guides demonstrate how to set up MCP…
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Claude Desktop gains new capabilities with MCP server integrations
A developer has detailed how to set up and use three specific MCP (Model Context Protocol) servers within Claude Desktop: filesystem, GitHub, and PostgreSQL. These servers allow Claude to directly access project files, …
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Build .NET client apps to consume MCP servers and leverage external tools
This article details how to build a client application in .NET that can consume Model Context Protocol (MCP) servers. It explains the three core verbs for client interaction: connect, discover, and call. The post provid…
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Claude Desktop integrates with Filesystem, GitHub, and PostgreSQL via MCP servers
The author details three ModelContextProtocol (MCP) servers they actively use with Claude Desktop: Filesystem, GitHub, and PostgreSQL. The Filesystem server allows Claude to read project files, the GitHub server enables…
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C# developers can now build reusable AI tools with Model Context Protocol
Developers can now create reusable tools for AI models using the Model Context Protocol (MCP) in C#. This protocol allows tools to be built as standalone servers, accessible by various AI clients like Claude Desktop or …
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Content pipeline redesigned with three AI agents for improved quality
A content generation pipeline was redesigned to use three distinct agents: a researcher, a writer, and an editor. The researcher agent gathers information and builds a knowledge graph using LangGraph's StateGraph. This …
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Specialist AI agents offer solution to large prompt limitations
The author discusses the limitations of using a single, large prompt for AI agents, which can lead to confusion and irrelevant responses. They propose a solution using specialist agents, where each agent is designed for…