# Model Context Protocol server

Published articles for Model Context Protocol server.

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## Automated agent triage with Agent Tracing and Claude Routines

DevFeed: [Automated agent triage with Agent Tracing and Claude Routines](<https://devfeed.tech/articles/automated-agent-triage-with-agent-tracing-and-claude-routines-24091.md>)

Original publisher: [Read original article](<https://blog.sentry.io/claude-routines-agent-triage/>)

Author: Trevor Elkins

Published: 2026-08-13T09:00:00Z

Content type: article

Language: en

Sources: [Sentry Blog](<https://devfeed.tech/sources/sentry-blog.md>)

Topics: [Claude](<https://devfeed.tech/topics/claude.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [tracing](<https://devfeed.tech/topics/tracing.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [agent observability](<https://devfeed.tech/topics/agent-observability.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [claude](<https://devfeed.tech/tags/claude.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [model-context-protocol-server](<https://devfeed.tech/tags/model-context-protocol-server.md>), [report](<https://devfeed.tech/tags/report.md>), [tool](<https://devfeed.tech/tags/tool.md>), [tracing](<https://devfeed.tech/tags/tracing.md>)

### AI overview

Sentry describes a Claude Routine that uses the Sentry MCP to query Agent Tracing data from roughly 800 overnight AI agent conversations. It aggregates error statistics, samples traces and conversations, reviews the Seer codebase, and files new Linear tickets for findings that are not already tracked.

### Source excerpt

How Sentry uses a Claude Routine and the Sentry MCP to automatically triage 800 AI agent conversations overnight and file bugs.

## Integrate Your Catalog: Port MCP Server Launch

DevFeed: [Integrate Your Catalog: Port MCP Server Launch](<https://devfeed.tech/articles/integrate-your-catalog-port-mcp-server-launch-12244.md>)

Original publisher: [Read original article](<https://www.port.io/blog/integrate-software-catalog-every-workflow-port-mcp-server>)

Author: Jim Armstrong

Published: 2026-07-22T11:12:50Z

Content type: release

Language: en

Sources: [Developer Experience & Platform Engineering Blog | Port](<https://devfeed.tech/sources/developer-experience-platform-engineering-blog-port.md>)

Topics: [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [internal developer portal](<https://devfeed.tech/topics/internal-developer-portal.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [cursor](<https://devfeed.tech/topics/cursor.md>), [vs-code](<https://devfeed.tech/topics/vs-code.md>), [Claude](<https://devfeed.tech/topics/claude.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [claude](<https://devfeed.tech/tags/claude.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [developer-portal](<https://devfeed.tech/tags/developer-portal.md>), [ide](<https://devfeed.tech/tags/ide.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [model-context-protocol](<https://devfeed.tech/tags/model-context-protocol.md>), [model-context-protocol-server](<https://devfeed.tech/tags/model-context-protocol-server.md>), [security](<https://devfeed.tech/tags/security.md>), [software-development](<https://devfeed.tech/tags/software-development.md>)

### AI overview

Port announces an MCP server that connects its software catalog and AI agents with tools such as Cursor, VS Code, and Claude. Users can query live catalog information and perform actions such as creating entities and scorecards through natural-language interactions, subject to role-based access controls.

### Source excerpt

Port's MCP server enables tools that developers and other users rely on daily to communicate directly with Port using natural language.

## Meet the Redpanda Documentation MCP server

DevFeed: [Meet the Redpanda Documentation MCP server](<https://devfeed.tech/articles/meet-the-redpanda-documentation-mcp-server-12695.md>)

Original publisher: [Read original article](<https://www.redpanda.com/blog/docs-mcp-server>)

Author: Jake Cahill

Published: 2025-08-26T00:00:00Z

Content type: article

Language: en

Sources: [Redpanda](<https://devfeed.tech/sources/redpanda.md>)

Topics: [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [Documentation](<https://devfeed.tech/topics/documentation.md>), [ide](<https://devfeed.tech/topics/ide.md>), [Netlify](<https://devfeed.tech/topics/netlify.md>), [GitHub](<https://devfeed.tech/topics/github.md>)

Tags: [ai-connectors-for-redpanda](<https://devfeed.tech/tags/ai-connectors-for-redpanda.md>), [apache-iceberg-integration-redpanda](<https://devfeed.tech/tags/apache-iceberg-integration-redpanda.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [github](<https://devfeed.tech/tags/github.md>), [ide](<https://devfeed.tech/tags/ide.md>), [integrate-ai-with-redpanda](<https://devfeed.tech/tags/integrate-ai-with-redpanda.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [model-context-protocol](<https://devfeed.tech/tags/model-context-protocol.md>), [model-context-protocol-server](<https://devfeed.tech/tags/model-context-protocol-server.md>), [netlify](<https://devfeed.tech/tags/netlify.md>), [open-source-ai-connectors](<https://devfeed.tech/tags/open-source-ai-connectors.md>), [product](<https://devfeed.tech/tags/product.md>), [real-time-data-streaming-redpanda](<https://devfeed.tech/tags/real-time-data-streaming-redpanda.md>), [redpanda-cluster-configuration](<https://devfeed.tech/tags/redpanda-cluster-configuration.md>), [redpanda-community-slack](<https://devfeed.tech/tags/redpanda-community-slack.md>), [redpanda-development-workflow](<https://devfeed.tech/tags/redpanda-development-workflow.md>), [redpanda-documentation-ide](<https://devfeed.tech/tags/redpanda-documentation-ide.md>), [redpanda-ide-plugin](<https://devfeed.tech/tags/redpanda-ide-plugin.md>), [redpanda-mcp-server](<https://devfeed.tech/tags/redpanda-mcp-server.md>), [slack](<https://devfeed.tech/tags/slack.md>), [vs-code](<https://devfeed.tech/tags/vs-code.md>)

### AI overview

Redpanda introduces a Documentation MCP server that lets AI assistants provide contextual answers from Redpanda documentation directly within an IDE. The article explains MCP, describes the server's workflow benefits and implementation as a Netlify Edge Function, and provides setup guidance for VS Code and Claude.

### Source excerpt

Get instant answers about Redpanda directly in your IDE with our new Model Context Protocol server.

## Devin Integrates with Neon Through New MCP Marketplace

DevFeed: [Devin Integrates with Neon Through New MCP Marketplace](<https://devfeed.tech/articles/devin-integrates-with-neon-through-new-mcp-marketplace-5205.md>)

Original publisher: [Read original article](<https://neon.com/blog/devin-and-neon-mcp-marketplace>)

Author: Sam Harrison

Published: 2025-07-24T20:44:35Z

Content type: article

Language: en

Sources: [Blog -- Neon Docs](<https://devfeed.tech/sources/blog-neon-docs.md>)

Topics: [Model Context Protocol (MCP)](<https://devfeed.tech/topics/model-context-protocol-mcp.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [Database](<https://devfeed.tech/topics/database.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [Pull Request](<https://devfeed.tech/topics/pull-request.md>), [API](<https://devfeed.tech/topics/api.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [api](<https://devfeed.tech/tags/api.md>), [database](<https://devfeed.tech/tags/database.md>), [github](<https://devfeed.tech/tags/github.md>), [latency](<https://devfeed.tech/tags/latency.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [model-context-protocol](<https://devfeed.tech/tags/model-context-protocol.md>), [model-context-protocol-server](<https://devfeed.tech/tags/model-context-protocol-server.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [product](<https://devfeed.tech/tags/product.md>), [pull-request](<https://devfeed.tech/tags/pull-request.md>)

### AI overview

The article demonstrates how Devin uses Neon's MCP server and GitHub integration to investigate and fix a slow database query. An unsuccessful indexing attempt is followed by a materialized-view approach that improves performance by 97%, after which Devin opens a pull request with the API changes and rationale.

### Source excerpt

Cognition Lab's AI software engineer, Devin, recently had its capabilities expanded by opening up an MCP (Model Context Protocol) server marketplace. With this, and Neon's MCP server, you can now have Devin interact with your Neon database directly using a comprehensive set of to...