Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

123

Classifica degli strumenti

Ranked by creation date, newest first; undated entries come last. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
adl-cli
Altro
AttivoUltimo commit 5 giorni fa · 2026-08-29
A command-line tool to scaffold and manage enterprise-ready AI Agents powered by the A2A (Agent-to-Agent) protocol
GoLicenza: Apache-2.0
- a2a
- agents
- ai
- containerized
- docker
githubcreato 13 mesi facrescita misurataApri fonte ↗
14stelle GitHub+1 (+7.7 %)
2
agent-kernel
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-01
The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all…
PythonLicenza: Apache-2.0
- a2a
- adk
- ai-agents
- aws
- azure
githubcreato 13 mesi facrescita misurataApri fonte ↗
156stelle GitHub+19 (+13.9 %)
3
OpenJudge
Skill
AttivoUltimo commit 31 giorni fa · 2026-08-03
OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards
PythonLicenza: Apache-2.0
- agent
- agent-skills
- ai-agent
- alignment
- evaluation
githubcreato 14 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/agentscope-ai/OpenJudge ~/.claude/skills/OpenJudge
809stelle GitHub+6 (+0.75 %)
4
idun-agent-platform
Skill
AttivoUltimo commit 28 giorni fa · 2026-08-06
🟪 Open-source runtime that ships any LangGraph or Google ADK agent as a production-ready FastAPI service. Bundled , AG-UI copilotkit API, chat UI, 15+ guardrails, MCP, OpenTelemetry, OIDC. One pip install. Self-hosted, no vendor lock-in.
PythonLicenza: GPL-3.0
- a2a-protocol
- ag-ui-protocol
- agent-platform
- agentic-ai
- agents
githubcreato 15 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/Idun-Group/idun-agent-platform ~/.claude/skills/idun-agent-platform
198stelle GitHub-1 (-0.50 %)
5
trpc-agent-go
MCP
AttivoUltimo commit 2 giorni fa · 2026-09-01
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.
GoLicenza: Apache-2.0
- a2a
- a2a-protocol
- ag-ui
- agent
- agent-framework
githubcreato 15 mesi facrescita misurataApri fonte ↗
1 759stelle GitHub+18 (+1.0 %)
6
com.pulsemcp/langfuse
MCP
AttivoUltimo commit 39 giorni fa · 2026-07-26
MCP server for Langfuse LLM observability — trace and observation analysis.
TypeScriptLicenza: MIT
mcpcreato 15 mesi facrescita misurataApri fonte ↗
Installa claude mcp add langfuse -- npx langfuse-observability-mcp-server
78stelle GitHubstabile
7
langfuse-mcp
MCP
AttivoUltimo commit 8 giorni fa · 2026-08-26
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
PythonLicenza: MIT
- agent-skills
- ai-agents
- claude-code
- codex
- developer-tools
githubcreato 17 mesi facrescita misurataApri fonte ↗
105stelle GitHubstabile
8
Agents-eval
Agente
DormienteUltimo commit 3 mesi fa · 2026-05-17
A Multi-Agent System (MAS) evaluation framework using PydanticAI that generates and evaluates scientific paper reviews through a three-tiered assessment approach: traditional metrics, LLM-as-a-Judge, and graph-based complexity analysis.
PythonLicenza: Apache-2.0
- a2a-protocol
- agent-evaluation
- agentbeats
- ai-agents
- benchmarks
githubcreato 19 mesi facrescita misurataApri fonte ↗
2stelle GitHubstabile
9
mastra
Altro
AttivoUltimo commit oggi · 2026-09-03
Mastra is the modern TypeScript framework for AI-powered applications and agents.
TypeScript
- agents
- ai
- chatbots
- evals
- javascript
githubcreato 2 anni facrescita misurataApri fonte ↗
27 658stelle GitHub+128 (+0.46 %)
10
AgentX-Python
Altro
AttivoUltimo commit 2 giorni fa · 2026-09-01
AgentX python SDK. Build multi-agent AI workforce. Run evaluation. Trace your agent. Full Observability.
PythonLicenza: Apache-2.0
- a2a
- agent
- agent-monitoring
- evaluation
- mcp
githubcreato 2 anni facrescita misurataApri fonte ↗
68stelle GitHubstabile
11
openstatus
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-02
🫖 Status page with uptime monitoring & API monitoring as code 🫖
TypeScriptLicenza: AGPL-3.0
- alerting
- incident-management
- mcp
- mcp-server
- monitoring
githubcreato 3 anni facrescita misurataApri fonte ↗
9 056stelle GitHub+31 (+0.34 %)
12
langfuse-docs
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02
🪢 Langfuse documentation -- Langfuse is the open source LLM Engineering Platform. Observability, evals, prompt management, playground and metrics to debug and improve LLM apps
MDXLicenza: MIT
- agent-skills
- agents
- genai
- hacktoberfest
- langfuse
githubcreato 3 anni facrescita misurataApri fonte ↗
Installa git clone https://github.com/langfuse/langfuse-docs ~/.claude/skills/langfuse-docs
239stelle GitHub+3 (+1.3 %)
13
garak
Altro
AttivoUltimo commit 9 giorni fa · 2026-08-25
the LLM vulnerability scanner
PythonLicenza: Apache-2.0
- ai
- llm-evaluation
- llm-security
- security-scanners
- vulnerability-assessment
githubcreato 3 anni facrescita misurataApri fonte ↗
9 079stelle GitHub+31 (+0.34 %)
14
promptfoo
Altro
AttivoUltimo commit oggi · 2026-09-03
Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI…
TypeScriptLicenza: MIT
- ci
- ci-cd
- cicd
- evaluation
- evaluation-framework
githubcreato 3 anni facrescita misurataApri fonte ↗
24 768stelle GitHub+142 (+0.58 %)
15
openobserve
Altro
AttivoUltimo commit oggi · 2026-09-03
Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage…
TypeScriptLicenza: AGPL-3.0
- analytics
- apm
- datadog
- elasticsearch
- grafana
githubcreato 3 anni facrescita misurataApri fonte ↗
21 615stelle GitHub+96 (+0.45 %)
16
kubeshark
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-01
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
GoLicenza: Apache-2.0
- cloud-native
- devops
- docker
- ebpf
- golang
githubcreato 5 anni facrescita misurataApri fonte ↗
12 068stelle GitHub+8 (+0.07 %)
17
signoz
Altro
AttivoUltimo commit oggi · 2026-09-03
SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined…
TypeScript
- apm
- application-monitoring
- distributed-tracing
- go
- good-first-issue
githubcreato 5 anni facrescita misurataApri fonte ↗
32 003stelle GitHub+50 (+0.16 %)
18
vector
Altro
AttivoUltimo commit oggi · 2026-09-03
A high-performance observability data pipeline.
RustLicenza: MPL-2.0
- agent
- cloud-native
- data-transformation
- datadog
- etl
githubcreato 8 anni facrescita misurataApri fonte ↗
22 509stelle GitHub+40 (+0.18 %)
19
prefect
Libreria
AttivoUltimo commit oggi · 2026-09-03
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
PythonLicenza: Apache-2.0
- automation
- data
- data-engineering
- data-ops
- data-science
githubcreato 8 anni facrescita misurataApri fonte ↗
23 766stelle GitHub+66 (+0.28 %)
20
mlflow
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-02
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models…
PythonLicenza: Apache-2.0
- agentops
- agents
- ai
- ai-governance
- apache-spark
githubcreato 8 anni facrescita misurataApri fonte ↗
27 783stelle GitHub+82 (+0.30 %)
21
kubesphere
Skill
AttivoUltimo commit 50 giorni fa · 2026-07-15
The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️
Go
- agent-skills
- ai
- cloud-native
- cncf
- devops
githubcreato 8 anni facrescita misurataApri fonte ↗
Installa git clone https://github.com/kubesphere/kubesphere ~/.claude/skills/kubesphere
17 037stelle GitHub+8 (+0.05 %)
22
cilium
Altro
AttivoUltimo commit oggi · 2026-09-03
eBPF-based Networking, Security, and Observability
GoLicenza: Apache-2.0
- bpf
- cncf
- cni
- containers
- ebpf
githubcreato 10 anni facrescita misurataApri fonte ↗
25 047stelle GitHub+29 (+0.12 %)
23
netdata
Altro
AttivoUltimo commit oggi · 2026-09-03
The fastest path to AI-powered full stack observability, even for lean teams.
GoLicenza: GPL-3.0
- ai
- alerting
- cncf
- data-visualization
- database
githubcreato 13 anni facrescita misurataApri fonte ↗
80 412stelle GitHub+85 (+0.11 %)

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

adl-cli

agent-kernel

OpenJudge

idun-agent-platform

trpc-agent-go

com.pulsemcp/langfuse

langfuse-mcp

Agents-eval

mastra

AgentX-Python

openstatus

langfuse-docs

garak

promptfoo

openobserve

kubeshark

signoz

vector

prefect

mlflow

kubesphere

cilium

netdata