Otlp Python Packages

hue-run

Hue TypeScript and Python SDKs for OpenTelemetry tracing and local evaluations

glassflow-rius

OpenTelemetry-native tracing SDK for AI agents and LLM applications (Python).

micromegas

Unified observability for logs, metrics and traces — low overhead instrumentation (Rust, Unreal Engine 5), OTLP ingestion, SQL analytics on DataFusion over Parquet, presentation through notebooks, Grafana and Python. Self-hosted.

netbox-opentelemetry-plugin

NetBox plugin that exports logs, audit records, traces and metrics over OTLP

a2a-otel-kit

Vendor-neutral OpenTelemetry tracing for A2A agents and MCP services, with W3C context propagation and privacy-safe telemetry.

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 and CLI for coding agents.

logwell

Self-hosted logging platform with real-time streaming, full-text search, and OTLP-compatible ingestion. Deploy in minutes, own your data.

mcp-telemetry

Zero-config observability for MCP servers. OTel GenAI-compliant spans, redaction on by default, traceparent propagation, OTLP/HTTP export, metrics, and an offline --replay CLI. Stdlib-only, no SDK required.

yitrace-db

Local-first TraceDB for AI agents: replay runs, search traces, track cost/evals, and embed in Node/Electron or shard with a gateway.

claude-usage-exporter

Export Claude Code token usage (per agent/model) to Prometheus, OTLP, or stdout - parsed from transcripts, works on Max/Pro subscriptions.

causentra

Open-source, privacy-first observability runtime for multi-agent AI systems across frameworks, providers, OpenTelemetry, and durable transports.

yitrace

Local-first TraceDB for AI agents: replay runs, search traces, track cost/evals, and embed in Node/Electron or shard with a gateway.

tracemeter

Local-first, zero-infra cost & latency dashboard for LLM pipelines. Auto-instruments OpenAI, Anthropic, LiteLLM, LangChain, and LlamaIndex, built on OpenTelemetry GenAI conventions.

nilalytics

Batteries-included, OpenTelemetry-native web & mobile product analytics on DuckLake + your object storage (S3/GCS/R2/Azure). No warehouse, no per-event fees.

ampyobs

Uniform observability for AmpyFin. Go & Python SDKs for JSON logs, metrics, and distributed tracing + a ready-to-run OTel/Prometheus/Grafana stack.

observix

Provider-agnostic observability for Python and AI apps. Instrument once with @observe; export natively to Phoenix, Langfuse, MLflow, Datadog and any OTLP backend simultaneously.

rewynd

Zero-config, OTLP-native flight recorder for your backend. Records every request, query, job, and exception — correlated — into a beautiful TUI, a JSON CLI, and an MCP server your coding agent can drive. Local-first.

octantis

Intelligent infrastructure monitoring agent. Receives OTLP metrics/logs, uses an LLM to autonomously investigate and classify incidents via MCP, and notifies Slack/Discord with a concrete remediation plan.