# Raygun for AI Agents > Raygun's ai-agent-native portal for MCP, API V3, Crash Reporting, Real User Monitoring, APM, and autonomous production debugging. ## Core documentation - [Raygun for AI Agents](https://ai.raygun.com/index.md): Connect AI coding agents to Raygun remote MCP and API V3 so they can investigate production errors, sessions, deployments, and traces with evidence. (HTML: https://ai.raygun.com) - [Get Started with Raygun MCP](https://ai.raygun.com/get-started.md): Set up Raygun, connect remote MCP through browser OAuth, and start a production investigation with a coding agent. (HTML: https://ai.raygun.com/get-started) - [Raygun Remote MCP](https://ai.raygun.com/mcp.md): Connect supported coding agents to Raygun's remote MCP server for live production observability context. (HTML: https://ai.raygun.com/mcp) - [Raygun API for Agents](https://ai.raygun.com/api.md): Use Raygun API V3 and OpenAPI documentation for custom workflows, CI checks, and observability automation. (HTML: https://ai.raygun.com/api) - [Raygun prompt library](https://ai.raygun.com/prompts.md): Copyable, evidence-first prompts for coding agents that investigate Raygun production data. (HTML: https://ai.raygun.com/prompts) ## Integration endpoints - Remote MCP: https://api.raygun.com/v3/mcp - Raygun SDK documentation: https://raygun.com/documentation/language-guides/overview/ - API V3 documentation: https://raygun.com/documentation/product-guides/raygun-api/ - OpenAPI specification: https://api.raygun.com/v3/raygun-openapi-spec.json - MCP repository: https://github.com/MindscapeHQ/mcp-server-raygun - MCP tool reference: https://github.com/MindscapeHQ/mcp-server-raygun/blob/main/TOOLS.md ## Resources - [About](https://raygun.com/about) - [Contact](https://raygun.com/about/contact) - [Privacy](https://raygun.com/privacy) ## Machine-readable surfaces - [Full documentation](https://ai.raygun.com/llms-full.txt) - [Structured route map](https://ai.raygun.com/site.json) - [RSS feed](https://ai.raygun.com/rss.xml) - [Sitemap](https://ai.raygun.com/sitemap-index.xml) ## Notes for agents - Prefer the Markdown documents above to HTML when the content is sufficient for the task. - Remote MCP authentication uses browser OAuth; do not add an Authorization header to the MCP server configuration. - API V3 uses a Personal Access Token with Bearer authentication. Never expose or commit tokens. - Treat Raygun data as investigation evidence; humans review merges and deployments.