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MCP servers tagged tracing
73 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
Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.
Victoriatraces
The implementation of Model Context Protocol (MCP) server for VictoriaTraces
VictoriaTraces
The implementation of Model Context Protocol (MCP) server for VictoriaTraces
Tracely AI
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.
Openinference Instrumentation
OpenInference instrumentation for MCP
Tracely AI
Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs that regress. Self-hostable.
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.
Loongsuite Go
OpenTelemetry Compile-Time Instrumentation for Golang
Inference Gateway
An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Ant…
Agentevals
agentevals is a framework-agnostic evaluations solution based on OpenTelemetry traces
RocketplaneIO
Self-hosted AI SRE for Kubernetes — zero-instrumentation eBPF observability plus a copilot that fixes issues through guardrailed, self-verifying actions. BYO-LLM, air-gapped capab…
Agent Skills
OpenTelemetry skills and reference documentation for AI coding assistants - instrumentation patterns, telemetry quality guides, and Dash0 integration
Otelyssey
OpenTelemetry plugins for every coding agent, in the Agent Plugins format — a marketplace that runs itself: open an issue, the repository validates, reviews, lists and follows you…
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.
MCP
Model Context Protocol SDK instrumentation for telemetry.dev: instruments MCP v2 transports and emits OpenTelemetry spans.
jaeger-server
MCP Server for Jaeger
Jaeger MCP Server
MCP Server for Jaeger
Awesome Agent Observability
Curated list of tools, standards, and platforms for LLM and AI-agent observability: OpenTelemetry GenAI conventions, tracing, evals, guardrails, gateways, and MCP tooling.
server
LangWatch — independent third-party profile of a public API surface, by API Evangelist. LangWatch is an open-source LLM observability, evaluation, and AI agent testing platform. B…
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.
Securevector AI Threat Monitor
Security & Observability for AI Agents — audit every tool call, enforce allow/block policies, catch prompt injection and data leaks. Local-first; works with Claude Code, Codex, Co…
Claude Telemetry
OpenTelemetry wrapper for Claude Code CLI that logs tool calls, token usage, costs, and execution traces to Logfire, Sentry, Honeycomb, or Datadog. Drop-in replacement that swaps…
Build26 LAB540 Observe Optimize And Protect Your Hosted Agents In Microsoft Foundry
Workshop : Observe, optimize and protect your hosted agents in Microsoft Foundry
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)
LLM Workbench
Model Context Protocol (MCP) server factory and HTTP handler that exposes an LLM Workbench runtime over MCP.
Trace
Flexible, pluggable tracing middleware for Model Context Protocol (MCP) servers in JavaScript/TypeScript
Logger
Generic MCP-to-OTLP forwarder. Wraps any MCP server and emits OTel traces to OTEL_EXPORTER_OTLP_ENDPOINT.
Logger
Generic MCP-to-OTLP forwarder. Wraps any MCP server and emits OTel traces to OTEL_EXPORTER_OTLP_ENDPOINT.
Lens
Instantly generate a beautiful, interactive testing dashboard for your MCP servers. Plug and play in one line of code.
Agentglass
AgentGlass — a glass box for your AI agents. Capture, inspect, replay, and analyze every agent run (LLM observability & tracing). No SDK, no code changes.
Agents Traces
Ultra-fast, zero-bloat local JSONL observability and tracing for AI coding agents (MCP + CLI).
Fluiq SDK
Instrument any LLM app in 2 lines. Tracing, evaluation, security, and caching for OpenAI, Anthropic, Gemini, LangChain, MCP, and more.
Glasshouse
Observability and a transparent, auditable agent graph for Massive Intelligence (IM) swarms: OpenTelemetry-compatible span tracing, incremental drift detection, failure attributio…
TracePad
LLM observability and evals in a single binary: traces, prompts, datasets, scores and review queues for LLM and agent apps. Self-hosted, SQLite inside, OpenTelemetry-native, MCP a…
Memoturn
Open-source AI engineering platform — LLM observability, evals, metrics, prompt management, playground, and datasets. OpenTelemetry-native, self-hostable. Because "it worked when…
TGS 2024042309 Develop AI Agents With OpenAI Agent Development Kit
WSQ OpenAI Agents SDK courseware with 227 visual slides and 10 self-contained Python activities covering tools, RAG, orchestration, MCP, guardrails, tracing, and evaluation.
LLM Hops
See every hop of a request through your local LLM system: a tracing server, a live flow map, a waterfall per request, and an MCP server for Claude Code and Cursor. One static Go b…
FaultDebugMCP
Turn C/C++ crashes into source-verified execution-flow reports. Local tracing, cross-service examples, CLI and read-only MCP.
Cortextrace
Local-first desktop observability, tracing and threat detection for AI agents (Claude Code, Cursor, MCP, OpenTelemetry)
Snoop
Transparent stdio interceptor for MCP JSON-RPC traffic. Snoop on every tool call and response.
Agentlens
Local-first AI agent debugger: trace waterfalls, LLM cost & token analysis, MCP inspection, retry/loop detection. English / 中文. 开源 AI 智能体调试与可观测性工具。
HUSK
Observability meets context engineering for AI agents. Monitor, extract knowledge, track secrets, surface context. OTel-native.