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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.

32 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
npm · PyPI
98Exceptionalhealth 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★ 22.1K↓ 175.4K/moSep 16, 2026
Apache-2.0Sep 16, 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 · crates.io
96Exceptionalhealth index
langfuse/langfuse
🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.
TypeScript★ 34.7K↓ 7.2M/moSep 16, 2026
Custom licenseSep 16, 2026 · metrics 2.10.0
PyPI · npm · Go
94Exceptionalhealth index
openlit/openlit
Open-source observability & evaluation platform for AI agents and coding agents. Trace LLMs, tools, prompts, costs & agent workflows with OpenTelemetry.
TypeScript · Python · Go★ 2,770↓ 342.5K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
npm
93Exceptionalhealth index
VoltAgent/voltagent
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
TypeScript★ 10.6K↓ 218.6K/moSep 15, 2026
MITSep 15, 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
91Excellenthealth index
JudgmentLabs/judgeval
The Continuous-Improvement Stack for Agents. Our environment data and evals power agent improvement and monitoring.
Python★ 1,063↓ 233.1K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
npm · PyPI · crates.io
90Excellenthealth index
FailproofAI/failproofai
Observability and enforcement for AI agent harnesses. Capture every run and runtime reliability with policy enforcement. 40 built-in policies, a local dashboard, no account required with a generous free cloud plan
MDX · TypeScript · Python★ 2,451↓ 9,921/moSep 9, 2026
Custom licenseSep 9, 2026 · metrics 2.10.0
PyPI · npm
90Excellenthealth index
vivekchand/clawmetry
See your agent think. Zero-config observability & governance for 26 AI agent runtimes: Claude Code, Cursor, OpenAI Codex, GitHub Copilot, Gemini CLI, Cline, OpenHands, Aider, Goose, OpenClaw, NVIDIA NemoClaw & more. Live token costs, sessions, tool calls, crons.
Python★ 408↓ 19.6K/moSep 8, 2026
MITSep 8, 2026 · metrics 2.10.0
Hex · npm
83Excellenthealth index
ccarvalho-eng/aludel
Phoenix-native LLM evaluation, prompt testing, model comparison, red teaming, and observability for Elixir
Elixir · JavaScript · HTML★ 36↓ 1,387/moSep 9, 2026
Apache-2.0Sep 9, 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★ 196↓ 439/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
Go
81Excellenthealth 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★ 0Sep 13, 2026
Apache-2.0Sep 13, 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↓ 1,768/moOct 21, 2026
Apache-2.0Oct 21, 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
PyPI · npm
80Excellenthealth index
alizahidraja/isnad
Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines
Python★ 53↓ 2,089/moOct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
PyPI · npm
78Goodhealth index
FiredMosquito831/my-claude-code
My Claude Code (MCC) is a local multi-provider LLM proxy, model router and control plane for Claude Code, Codex, OpenCode, Gemini CLI and other AI coding agents — 57 providers, fallback routing, credential health, a native web-search tool proxy, and exhaustive analytics with cost provenance in one local dashboard.
Python★ 9↓ 2,672/moSep 25, 2026
Custom licenseSep 25, 2026 · metrics 2.10.0
npm · PyPI
78Goodhealth index
dunetrace/dunetrace
The runtime reliability layer for AI agents.
Python★ 64↓ 250/moSep 9, 2026
Custom licenseSep 9, 2026 · metrics 2.10.0
npm · PyPI · Go
78Goodhealth index
memoturn/memoturn
Open-source AI engineering platform — LLM observability, evals, metrics, prompt management, playground, and datasets. OpenTelemetry-native, self-hostable. Because "it worked when I tried it" is not an eval.
TypeScript★ 1↓ 646/moOct 3, 2026
Apache-2.0Oct 3, 2026 · metrics 2.10.0
npm · PyPI · Go
75Goodhealth index
superbasedapp/observer
Local-first control plane for AI coding agents — launch browser terminals, run and remotely control sessions, and track files, tokens & cost across Claude Code, Codex, Cursor, Gemini CLI and 20+ more. 100% local, no telemetry.
Go · TypeScript★ 44↓ 5,136/moSep 11, 2026
Custom licenseSep 11, 2026 · metrics 2.10.0
PyPI
73Goodhealth index
Secure-Vector/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, Copilot CLI, OpenClaw, LangChain, and all major LLM APIs.
Python · JavaScript★ 14Sep 9, 2026
Custom licenseSep 9, 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↓ 320/moOct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
Go
69Goodhealth index
FullFran/claudeops-tui
Local TUI to track Claude Code usage, costs, and tasks (Go + Bubbletea + SQLite)
Go★ 2Sep 15, 2026
MITSep 15, 2026 · metrics 2.10.0
npm
69Goodhealth index
productdevbook/nitroping-sdk
TypeScript SDK for the NitroPing audit log — batching client, error capture, Hono/Express/Nitro adapters, and GenAI cost tracing.
TypeScript★ 24↓ 553/moSep 11, 2026
MITSep 11, 2026 · metrics 2.10.0
PyPI
67Goodhealth index
phierceweb/pw-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★ 2Oct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
Go
62Moderatehealth index
fgn/go-langfuse
Langfuse client for Go, built on OpenTelemetry
Go★ 0Sep 13, 2026
Apache-2.0Sep 13, 2026 · metrics 2.10.0
npm
62Moderatehealth 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★ 141↓ 4,462/moSep 14, 2026
Custom licenseSep 14, 2026 · metrics 2.10.0
npm
60Moderatehealth 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★ 3↓ 717/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
npm
60Moderatehealth 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★ 74↓ 130/moSep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
PyPI · npm
51Moderatehealth index
aetna000/atflows
AtFlows is a local observability tool for LLM applications. Point your SDK at it, see your costs, tokens, and latency in real-time.
JavaScript · TypeScript · Svelte★ 2Sep 25, 2026
Apache-2.0Sep 25, 2026 · metrics 2.10.0