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MCP servers tagged tracing
20 live MCP servers tagged "tracing", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with tracing.
openinference-instrumentation
OpenTelemetry Instrumentation for AI Observability
langfuse/mcp-server-langfuse
MCP server for Langfuse analytics and cost monitoring with readonly/readwrite modes via CLI flags for secure npx deployment
VictoriaTraces
The implementation of Model Context Protocol (MCP) server for VictoriaTraces
Victoriatraces
The implementation of Model Context Protocol (MCP) server for VictoriaTraces
Openinference Instrumentation
OpenInference instrumentation for MCP
Monoscope
Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 compatible buckets. Query in natural language via LLMs.
Tracely
Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.
Tma1
Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.
jaeger-server
MCP Server for Jaeger
logger
Generic MCP-to-OTLP forwarder. Wraps any MCP server and emits OTel traces to OTEL_EXPORTER_OTLP_ENDPOINT.
Agent Trace
strace for AI agents. Capture and replay every tool call, prompt, and response from Claude Code, Cursor, or any MCP client
VinvAI
Your agent says it's done. Vinv says prove it. Real traces + live code graph + closed-loop verify, served to your agent over MCP.
Langfuse MCP Extended
Comprehensive MCP server for Langfuse - Traces, Scores, Datasets
Mcpobs
Local-first proxy and trace viewer for the Model Context Protocol (MCP). See every JSON-RPC message your AI agents send.
Otel
W3C Trace Context bridge for the Model Context Protocol — propagate traces through MCP _meta and emit OpenTelemetry spans so Host -> MCP server -> tool -> downstream shows up as o…
Opentel
One-line OpenTelemetry instrumentation for Model Context Protocol (MCP) servers
Jaeger MCP Server Rs
MCP server for Jaeger distributed tracing (Rust binary)
Toad Eye
OpenTelemetry observability for LLM systems — auto-instrumentation (OpenAI, Anthropic, Gemini, Vercel AI SDK), cost tracking, budget guards, agent tracing, OTel GenAI semconv, 8 G…
tooluse-labs/perfetto-mcp-rs
client tested on Claude Code and Codex. Available via `cargo install`, Homebrew tap, and curl install script.
enmanuelmag/heimdall-mcp
mcp`