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qualityAn MCP server implementation for accessing Google Analytics 4 (GA4) data, built using the Model Context Protocol TypeScript SDK.
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MIT
Why this server?
This server is explicitly built using the 'Model Context Protocol TypeScript SDK,' meeting the language and framework requirements. It provides access to GA4 data, which is a key component of observability use cases.
Why this server?
Provides access to Sentry error and performance data (observability/security) and is noted as a 'TypeScript server,' fitting all primary criteria.
-securityFlicense-qualityA TypeScript server that allows AI agents to access, retrieve, and analyze Sentry error data through the Modern Context Protocol.Last updated2Why this server?
This server offers extensive integration with Grafana (a major observability platform) for viewing dashboards, metrics, and logs, suggesting a comprehensive implementation using the newest methods.
AsecurityFlicenseBqualityEnables AI assistants to interact with Grafana dashboards, datasources, alerts, incidents, and monitoring data through 43 comprehensive tools. Supports querying Prometheus metrics, Loki logs, managing incidents, and dashboard operations with full authentication support.Last updated434132Why this server?
Integrates with Datadog, a leading observability platform (logs, metrics, traces), providing tools vital for testing observability scenarios using a modern MCP structure.
AsecurityFlicenseBqualityA Model Context Protocol server that enables AI assistants to interact with Datadog's observability platform through natural language.Last updated72Why this server?
Monitors application logs for errors in real-time and parses TypeScript/Svelte errors, making it excellent for testing observability/debugging workflows in a TypeScript environment.
-securityFlicense-qualityMonitors development server logs in real-time and provides Claude with immediate error notifications via Server-Sent Events. Intelligently parses TypeScript, Svelte, and Vite errors with severity classification and file correlation.Last updated9Why this server?
Explicitly defined as a 'production-ready TypeScript template' using a 'complete layered architecture,' making it an ideal candidate for testing the implementation of the new MCP Server class in TypeScript.
-securityFlicense-qualityA production-ready foundation for developing custom Model Context Protocol (MCP) servers in TypeScript with a complete layered architecture pattern. Includes a working IP geolocation example and comprehensive developer infrastructure to connect AI assistants with external APIs and data sources.Last updated202Why this server?
Performs web accessibility audits (a testing/security use case) using axe-core and is implemented in 'TypeScript' with Zod validation, confirming both technical and functional requirements.
AsecurityAlicenseBqualityAn MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Cline/Cursor/GH Copilot) and let them fix a11y issues for you!Last updated224340Mozilla Public 2.0Why this server?
Directly enables vulnerability scanning (security use case) and utilizes the modern structure needed for connecting external security tools to the MCP ecosystem.
-securityAlicense-qualityProvides Trivy security scanning capabilities through a standardized interface, allowing users to scan projects for vulnerabilities and automatically fix them by updating dependencies.Last updated10MITWhy this server?
This starter project explicitly uses the 'Model Context Protocol TypeScript SDK' and focuses on providing a template to build modern MCP servers, fulfilling the language and new class requirements.
-securityFlicense-qualityA minimal, production-ready TypeScript starter template for building Model Context Protocol (MCP) servers with auto-loading architecture for tools, resources, and prompts. Provides boilerplate code, generators, and examples to quickly create MCP servers that can connect AI applications to any data source or tool.Last updated