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 read-only access to Jaeger distributed tracing data, enabling search for traces, inspection of spans, and mapping of service dependencies through the Jaeger API.
AlicenseAqualityBmaintenanceProvides 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 updated25MITWhy this server?
Provides Jaeger-style timeline visualization for AI pipeline traces in the web dashboard, enabling distributed tracing of AI workflow executions.
Why 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?
Analyzes traces captured with Jaeger, allowing for timeline capture and debugging of distributed systems through trace correlation.
AlicenseCqualityDmaintenancePairs 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
Alicense-qualityBmaintenanceA 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 updated3,676Why this server?
Acts as a supported OpenTelemetry backend for distributed tracing of tools, prompts, resources, and gateway operations.
Alicense-qualityCmaintenanceA 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 2.0Why this server?
Provides distributed tracing to track request flows across tool executions, database queries, and external API calls.
Alicense-quality-maintenanceA 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 updatedWhy this server?
Supports exporting traces to Jaeger via OTLP for distributed tracing.
Alicense-qualityBmaintenanceGuardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy engine, human approval gates, time-limited grants, rate limiting, and OTEL tracing. One Go binary, one YAML config, fail-closed by default.Last updated1Apache 2.0Why this server?
Compatible with OpenTelemetry export for distributed tracing of agent events in Jaeger.
Alicense-qualityCmaintenanceA terminal live-tail and a browser dashboard — one process, one event stream, served from localhost. Unified timeline across Claude Code, Codex, Gemini CLI, Cursor, Hermes, and OpenClaw. Token + cost accounting, compaction + anomaly detection, hybrid search, SVG call graphs, monaco-style diff attribution, agent-aware replay ("what would the agent say if I edited the prompt?"), policy editor, MCP sLast updated217MIT