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.
AsecurityAlicenseAqualitySelf-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 updated136AGPL 3.0Why 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.
AsecurityAlicenseAqualityProvides 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?
Analyzes traces captured with Jaeger, allowing for timeline capture and debugging of distributed systems through trace correlation.
AsecurityAlicenseCqualityPairs 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 updated10105MITWhy this server?
Supports Jaeger as an OpenTelemetry backend for monitoring, tracing, and observability of the gateway's performance.

ContextForge MCP Gatewayofficial
-securityAlicense-qualityA 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 updated3,589Apache 2.0Why this server?
Provides distributed tracing to track request flows across tool executions, database queries, and external API calls.
-securityAlicense-qualityA production-grade MCP server that enables AI assistants to securely manage healthcare data through clinical tools for patient vitals, lab results, and medication ordering. It prioritizes security and compliance with features like HIPAA-ready audit logging, PII redaction, and role-based access control.Last updatedMITWhy this server?
Acts as a supported OpenTelemetry backend for distributed tracing of tools, prompts, resources, and gateway operations.
-securityAlicense-qualityA feature-rich gateway and proxy that federates MCP, REST, and gRPC services into a unified endpoint for AI clients. It enables virtualization of legacy APIs as MCP-compliant tools while providing built-in security, rate-limiting, and OpenTelemetry observability.Last updatedApache 2.0