Best Jaeger MCP Servers
Jaeger is an open-source, end-to-end distributed tracing system that helps monitor and troubleshoot transactions in complex, microservices-based architectures.
Why this server?
Provides Jaeger-style timeline visualization for AI pipeline traces in the web dashboard, enabling distributed tracing of AI workflow executions.
AlicenseAqualityBmaintenanceSelf-hosted webhook relay and tunnel with Noise NK encryption. Inspect requests, replay webhooks, trace AI pipelines, connect/disconnect tunnels — 13 MCP tools. No tokens or passwords needed.Last updated137AGPL 3.0Why this server?
Allows emitting OpenTelemetry traces to Jaeger via OTLP/HTTP JSON protocol, enabling visualization and analysis of distributed tracing data in Jaeger's UI.
AlicenseAqualityCmaintenanceAn MCP server that emits OpenTelemetry traces, metrics, and logs to OTLP endpoints in various formats. It includes tool-mimicry profiles to generate realistic traffic resembling common tools like nginx, postgres, and AWS Lambda for testing and demonstration purposes.Last updated11MITWhy this server?
Export distributed traces to Jaeger for monitoring tool calls and performance.
AlicenseBqualityBmaintenanceManages Kubernetes clusters through kubectl and Helm operations including pod cleanup, node management, and troubleshooting.Last updated2332,579MITWhy this server?
Exports MCP traces via OTLP to Jaeger for distributed tracing visualization and performance monitoring.
AlicenseAqualityAmaintenanceTransparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server, persist traces to SQLite · Postgres · MySQL. No code changes needed.Last updated2258Apache 2.0Why this server?
Provides read-only access to Jaeger distributed tracing data, enabling search for traces, inspection of spans, and mapping of service dependencies through the Jaeger API.
AlicenseAqualityAmaintenanceProvides read-only access to Jaeger distributed tracing data through the Model Context Protocol. Enables Claude and other MCP-capable agents to search traces, inspect spans, and analyze service dependencies directly within conversations.Last updated5MITWhy this server?
Auto-detects and loads traces in Jaeger format, supporting performance and error analysis of Jaeger traces.
AlicenseBqualityCmaintenanceMCP server for analyzing OpenTelemetry traces with performance and error diagnosis, supporting loading from files, AWS X-Ray, and CloudWatch.Last updated8MITWhy this server?
Analyzes traces captured with Jaeger, allowing for timeline capture and debugging of distributed systems through trace correlation.
AlicenseCqualityCmaintenancePairs 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 updated10106MITWhy this server?
Supports Jaeger as an OpenTelemetry backend for monitoring, tracing, and observability of the gateway's performance.

ContextForge MCP Gatewayofficial
Alicense-qualityAmaintenanceA comprehensive gateway and registry that unifies MCP, REST, and Agent-to-Agent services into a single secure endpoint for AI clients. It provides advanced capabilities including federation, virtual servers, rate-limiting, and OpenTelemetry observability.Last updated3,925Apache 2.0Why this server?
Provides tools for querying Jaeger traces, services, and operations via HTTP or gRPC API, enabling trace analysis and search by attributes, time range, and duration.
Alicense-qualityDmaintenanceEnables to interact with Jaeger distributed tracing system through the MCP protocol. Supports querying traces, services, and operations via natural language.Last updated18118MIT