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#llm-observability

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

20 records
Tagged “llm-observability”Ranked by health index
PyPI · npm
99Exceptionalhealth index
pydantic/logfire
AI observability platform for production LLM and agent systems.
Python★ 4,442↓ 14.6M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
Go · npm
97Exceptionalhealth index
maximhq/bifrost
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
Go · TypeScript★ 7,608Aug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
npm · PyPI
96Exceptionalhealth index
comet-ml/opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Python · TypeScript★ 21.1K↓ 111.9K/moAug 5, 2026
Apache-2.0Aug 5, 2026 · metrics 2.10.0
npm
94Exceptionalhealth index
langfuse/langfuse
🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
TypeScript★ 32.5KAug 5, 2026
Custom licenseAug 5, 2026 · metrics 2.10.0
npm
93Exceptionalhealth index
latitude-dev/latitude-llm
Latitude is the open-source AI monitoring platform.
TypeScript · Python★ 4,604Aug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
PyPI
92Excellenthealth index
JudgmentLabs/judgeval
The Continuous-Improvement Stack for Agents. Our environment data and evals power agent improvement and monitoring.
Python★ 1,057↓ 233.1K/moAug 13, 2026
Apache-2.0Aug 13, 2026 · metrics 2.10.0
PyPI · npm
81Excellenthealth index
douglasmonsky/codex-usage-tracker
Local-first MCP tools and dashboard for investigating Codex token usage, credits, costs, caching, and thread patterns.
Python · TypeScript★ 187↓ 5,494/moJul 25, 2026
MITJul 25, 2026 · metrics 2.10.0
PyPI
80Excellenthealth index
Mandark-droid/genai_otel_instrument
GenAI OpenTelemetry Auto-Instrumentation Library A comprehensive wrapper for automatic instrumentation of LLM/GenAI applications Supports all major LLM providers and MCP (Model Context Protocol) tool calls
Python★ 3↓ 4,343/moSep 5, 2026
Apache-2.0Sep 5, 2026 · metrics 2.10.0
PyPI · npm
80Excellenthealth index
ShekharBhardwaj/AgenticLedger
Local-first flight recorder for AI agents: every LLM call, tool call, cost, and loop captured by a transparent proxy. Zero code changes.
Python · TypeScript★ 5↓ 4,061/moAug 23, 2026
MITAug 23, 2026 · metrics 2.10.0
Go
80Excellenthealth index
nudgebee/node-agent
Per-node observability agent for Kubernetes and Linux hosts. Gathers container and host metrics, logs, and L7 traffic via eBPF; exports to Prometheus and OpenTelemetry. Includes LLM API observability.
Go★ 0Jul 22, 2026
Apache-2.0Jul 22, 2026 · metrics 2.10.0
PyPI
77Goodhealth index
alizahidraja/isnad
Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines
Python★ 37↓ 4,204/moAug 29, 2026
Apache-2.0Aug 29, 2026 · metrics 2.10.0
PyPI
73Goodhealth index
phierceweb/pf-core
Python foundation for LLM apps whose prompts and spend you can actually see — versioned prompts, every call recorded and replayable, budgets, evals, jobs.
Python★ 2↓ 1,160/moSep 5, 2026
MITSep 5, 2026 · metrics 2.10.0
npm
71Goodhealth index
cendorhq/cendor-sdk-js
A governed agent SDK for TypeScript - cost budgets, tamper-evident audit, and PII redaction built into the loop.
TypeScript★ 0↓ 1,684/moAug 29, 2026
Apache-2.0Aug 29, 2026 · metrics 2.10.0
PyPI
65Goodhealth index
dunetrace/dunetrace
Real-time monitoring of production AI agents.
Python★ 57Jul 16, 2026
Custom licenseJul 16, 2026 · metrics 2.10.0
Go
63Moderatehealth index
fgn/go-langfuse
Langfuse client for Go, built on OpenTelemetry
Go★ 0Jul 22, 2026
Apache-2.0Jul 22, 2026 · metrics 2.10.0
npm
62Moderatehealth index
Medhovarsh/forkmind
🧠 Local-first LLM state branching & debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free & local via Ollama, any OpenAI-compatible API, MCP for agents. Zero config.
JavaScript★ 2↓ 2,178/moJul 24, 2026
MITJul 24, 2026 · metrics 2.10.0
npm
59Moderatehealth index
TaewoooPark/Agent-Blackbox
Local-first flight recorder for coding agents : replay every run as a live session map, score the context bill, and write the fix back into AGENTS.md — no API key, one npx command.
TypeScript★ 57↓ 3,988/moJul 21, 2026
MITJul 21, 2026 · metrics 2.10.0
Go · npm
56Moderatehealth index
marmutapp/superbased-observer
Local-first cost & token tracking for Claude Code, Cursor, Codex & 23 more AI coding agents — proxy-accurate per-model spend, an MCP server your agent can query, and an opt-in team rollup. 100% local, no telemetry.
Go · TypeScript★ 31Jul 19, 2026
Custom licenseJul 19, 2026 · metrics 2.10.0
npm
54Moderatehealth index
inferock/inferock-bench
Local LLM cost-tracking proxy for OpenAI, Anthropic, Gemini, and pinned OpenRouter calls with token usage, failure, and billing-integrity receipts.
TypeScript★ 123↓ 6,119/moJul 29, 2026
Custom licenseJul 29, 2026 · metrics 2.10.0
npm
50Moderatehealth index
PunkTechnologies/punk-sdk
Public TypeScript SDK and integration examples for Punk, the adaptive runtime for production AI agents.
TypeScript★ 1↓ 4,631/moSep 3, 2026
Apache-2.0Sep 3, 2026 · metrics 2.10.0