OpenTelemetry is an observability framework for cloud-native software. It provides tools, APIs, and SDKs to capture telemetry data from applications and process it for understanding their behavior and performance.
Enables access and analysis of OpenTelemetry traces and metrics data stored in Logfire, with tools for finding exceptions, retrieving trace information, and executing SQL queries against telemetry data.
A Model Context Protocol server that enables LLMs to retrieve and analyze OpenTelemetry traces and metrics from Logfire, supporting exception tracking and custom SQL queries against telemetry data.
Last updated 17 days ago
4
157
MIT
Why this server?
Integrates with OpenTelemetry to gather production telemetry data, enabling access to logs, metrics, and traces for AI-assisted debugging.
Enables AI assistants to interact with IBM i systems through SQL tools and authenticated connections. Provides system monitoring, database queries, and performance analysis capabilities with secure token-based authentication and connection pooling.
Last updated 17 days ago
49
Apache 2.0
Why this server?
Processes traces captured with OpenTelemetry for analysis across multiple services, enabling correlation of trace spans and debugging of distributed systems.
Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.
Last updated 13 days ago
10
104
MIT
Why this server?
Provides integration with OpenTelemetry for monitoring and tracing the security scan pipeline and execution.
AI supply chain security scanner for MCP servers and AI agents. 18 tools for CVE scanning, blast radius mapping, CIS benchmarks, SBOM generation, and compliance enforcement across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.
Last updated 2 hours ago
20
10
Apache 2.0
Why this server?
Facilitates distributed tracing by automatically injecting traces into web pages, collecting UI traces, and supporting trace context propagation for backend correlation.
A Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.
Last updated 2 months ago
197
57
MIT
Why this server?
Provides tools to access and search OpenTelemetry documentation, allowing users to fetch documentation pages in markdown format and search for specific content about tracing, metrics, instrumentation, and SDK configuration.
Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.
Last updated 8 months ago
2
3
Apache 2.0
Why this server?
Supplies documentation and configuration standards for integrating OpenTelemetry observability within agent architectures.
Provides standards documentation and validation tools for the Darwin platform, including naming conventions and agent card validation. It enables AI agents to search platform standards and access resource templates for design and implementation.
Last updated 3 months ago
6
MIT
Why this server?
Provides mock tools that can simulate interactions with a Kubernetes cluster running OpenTelemetry Demo, useful for testing agents against realistic but static data without requiring a live cluster.
Provides a set of read-only Kubernetes functions via an MCP server, enabling interaction with Kubernetes clusters through agents or coding assistants like GitHub Copilot.
