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.
AlicenseAqualityDmaintenanceSelf-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.138AGPL 3.0Why this server?
Allows sending distributed traces to Jaeger via OpenTelemetry.
AlicenseAqualityBmaintenanceSelf-hosted semantic code search for AI coding agents. Indexes many repositories at once with tree-sitter AST chunking, local llama.cpp embeddings and Qdrant, so Claude Code, Cursor, Codex and any MCP client can find code by meaning, trace usages and callers, and read the git history behind each chunk. No API keys, and your code never leaves your machine.21834MITWhy 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.15118 PyPI2MITWhy this server?
Query and analyze distributed traces from Jaeger, supporting service discovery, trace inspection, performance analysis, and error finding.
AlicenseBqualityDmaintenanceEnables querying and analyzing distributed traces from Jaeger, including service discovery, trace inspection, and performance analysis, through MCP tools.72Apache 2.0Why this server?
Enables topology discovery via Jaeger distributed tracing, inferring service dependencies from trace data.
AlicenseAqualityCmaintenanceExposes a materialized service dependency graph as an MCP toolset for persistent, queryable root-cause analysis via Cypher queries.51Apache 2.0Why this server?
Exports MCP traces via OTLP to Jaeger for distributed tracing visualization and performance monitoring.
AlicenseAqualityCmaintenanceTransparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server, persist traces to SQLite · Postgres · MySQL. No code changes needed.225 npm11Apache 2.0Why this server?
Auto-detects and loads traces in Jaeger format, supporting performance and error analysis of Jaeger traces.
AlicenseBqualityDmaintenanceMCP server for analyzing OpenTelemetry traces with performance and error diagnosis, supporting loading from files, AWS X-Ray, and CloudWatch.8MITWhy this server?
Supports Jaeger for distributed tracing of audit events.
AlicenseAqualityBmaintenanceAn MCP server that enables AI agents to safely operate multi-cluster Kubernetes fleets through an Open Cluster Management hub, with policy enforcement, human approval, and audit tracing.3539 PyPI16Apache 2.0Why this server?
Export distributed traces to Jaeger for monitoring tool calls and performance.
AlicenseBqualityDmaintenanceManages Kubernetes clusters through kubectl and Helm operations including pod cleanup, node management, and troubleshooting.2321,527 npmMIT