Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

111

Classifica degli strumenti

Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
bar-observatory
MCP
AttivoUltimo commit 7 giorni fa · 2026-08-27
Deterministic, local-only audit reports for Claude Code AI agent sessions. Rust + SQLite. Zero network calls. MCP server for agents.
HTMLLicenza: MIT
- agent-monitoring
- agentic-ai
- ai-agents
- ai-engineering
- audit
githubcreato 22 giorni fanuovocrescita misurataApri fonte ↗
22stelle GitHub+2 (+10.0 %)
2
claude-code-karma
Skill
AttivoUltimo commit 4 giorni fa · 2026-08-30
Dashboard for monitoring claude code sessions.
PythonLicenza: Apache-2.0
- agents
- agentskills
- claude-code
- claude-code-plugin
- claude-code-skills
githubcreato 8 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add JayantDevkar/claude-code-karma
323stelle GitHub+2 (+0.62 %)
3
superlog
Altro
AttivoUltimo commit 4 giorni fa · 2026-08-30
Open-source observability tool that uses AI agents to self-heal your software
TypeScriptLicenza: Apache-2.0
- ai
- llm
- memory
- observability
- opentelemetry
githubcreato 3 mesi facrescita misurataApri fonte ↗
1 404stelle GitHub+2 (+0.14 %)
4
Flawless
Altro
AttivoUltimo commit 20 giorni fa · 2026-08-14
AI SRE AgenticOps for Kubernetes and cloud infrastructure.
Python
- agenticops
- ai
- aiops
- aisre
- cloud
githubcreato 55 giorni facrescita misurataApri fonte ↗
782stelle GitHub+1 (+0.13 %)
5
agent-stack
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-01
Production patterns for agent orchestrators, harnesses, evals, MCP/A2A interoperability, memory, provider routing, and LLM usage metering.
PythonLicenza: MIT
- a2a
- agent-orchestration
- agent-skills
- ai-agents
- developer-tools
githubcreato 28 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/ssheleg/agent-stack ~/.claude/skills/agent-stack
2stelle GitHub+1 (+100.0 %)
6
historian
Agente
AttivoUltimo commit 2 mesi fa · 2026-07-02
A local A2A event and continuity service for agent applications, with structured history, provenance-safe transcripts, literal search, and natural-language queries.
PythonLicenza: BSD-2-Clause
- a2a
- agent-memory
- ai-agents
- event-sourcing
- fastapi
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHub+1
7
adlc-team-skills
Skill
AttivoUltimo commit 14 giorni fa · 2026-08-20
🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams
ShellLicenza: MIT
- adr
- agent-skills
- agentic-sdlc
- ai-coding
- developer-tools
githubcreato 45 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/tikalk/adlc-team-skills ~/.claude/skills/adlc-team-skills
132stelle GitHub+1 (+0.76 %)
8
altk-evolve
MCP
AttivoUltimo commit 9 giorni fa · 2026-08-25
Self improving agents through iterations
PythonLicenza: Apache-2.0
- agent-learning
- agent-memory
- agentic-workflows
- ai-agents
- claude-code
githubcreato 8 mesi facrescita misurataApri fonte ↗
105stelle GitHub+1 (+0.96 %)
9
skill-kit
Skill
AttivoUltimo commit 3 giorni fa · 2026-08-31
local-first analytics for AI agent skills
TypeScript
- agent-skills
- analytics
- bun
- claude-code
- cli
githubcreato 6 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/crafter-station/skill-kit ~/.claude/skills/skill-kit
77stelle GitHub+1 (+1.3 %)
10
claudestat
Skill
AttivoUltimo commit 4 giorni fa · 2026-08-30
Real-time execution trace and cost intelligence for Claude Code
TypeScriptLicenza: MIT
- agentic-workflow
- ai-productivity
- anthropic
- anthropic-claude
- claude
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add DeibyGS/claudestat
34stelle GitHub+1 (+3.0 %)
11
SkillForge
Skill
AttivoUltimo commit 36 giorni fa · 2026-07-29
A skill creator that proves its skills work. Evidence-driven skill creation for Claude Code and Codex: baseline-tested generation, per-skill regression evals, ecosystem doctor, cross-runtime compile, and an opt-in proactive advisor.
PythonLicenza: MIT
- agent-skills
- claude-ai
- claude-code
- claude-skills
- codex
githubcreato 8 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/tripleyak/SkillForge ~/.claude/skills/SkillForge
884stelle GitHub+1 (+0.11 %)
12
opik-claude-code-plugin
MCP
AttivoUltimo commit 35 giorni fa · 2026-07-30
Log Claude Code sessions to Opik, the open-source LLM observability and evaluation platform, built by Comet. Tracing, evaluation, and skills for observable AI applications.
GoLicenza: Apache-2.0
- ai-agent
- claude-ai
- claude-code-plugin
- llm-observation
- mcp-server
githubcreato 6 mesi facrescita misurataApri fonte ↗
22stelle GitHub+1 (+4.8 %)
13
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 %)
14
ai-dev-stack
Skill
AttivoUltimo commit 2 mesi fa · 2026-06-29
Production-grade AI coding rules for Cursor and Claude Code. 15 rules + 9 doc templates + skills + agents + MCP setup. Drop into any project.
PythonLicenza: MIT
- ai-agents
- ai-coding
- ai-development
- ai-engineer
- automation
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/aiagentwithdhruv/ai-dev-stack ~/.claude/skills/ai-dev-stack
10stelle GitHub+1 (+11.1 %)
15
skill-graveyard
Skill
AttivoUltimo commit 55 giorni fa · 2026-07-10
Audit which Claude Code skills you actually use — surface dead installs and hallucinated invocations from your session logs.
TypeScriptLicenza: MIT
- anthropic
- audit
- claude
- claude-code
- claude-code-plugin
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add sfrangulov/skill-graveyard
10stelle GitHub+1 (+11.1 %)
16
sample-agentcore-enterprise-platform
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-01
Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.
PythonLicenza: Apache-2.0
- a2a-protocol
- agentcore
- agentcore-agent
- agentcore-gateway
- agentcore-identity
githubcreato 23 giorni fanuovocrescita misurataApri fonte ↗
5stelle GitHub+1 (+25.0 %)
17
cap-evolve
MCP
AttivoUltimo commit 7 giorni fa · 2026-08-27
Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
PythonLicenza: Apache-2.0
- agent-optimization
- agent-skills
- agentic-ai
- ai-agents
- claude
githubcreato 2 mesi facrescita misurataApri fonte ↗
47stelle GitHub+1 (+2.2 %)
18
Agent-Reliability-and-Evaluation-Lab
MCP
AttivoUltimo commit 13 giorni fa · 2026-08-21
Production reliability, benchmarking, and evaluation layer for MCP agent runtimes — protocol negotiation, A2A interop, circuit breakers, connection pooling, adaptive streaming, and autoscaling, with measured throughput/latency and a…
PythonLicenza: Apache-2.0
- a2a-protocol
- agent-to-agent
- ai-agents
- async-python
- autoscaling
githubcreato 16 giorni fanuovocrescita misurataApri fonte ↗
3stelle GitHubstabile
19
forge-skills
Skill
DormienteUltimo commit 3 mesi fa · 2026-05-21
An assembly line for AI software development. 35 skills, 11 agent personas, 29 commands. From raw idea to shipped code.
ShellLicenza: MIT
- agentic-engineering
- agents
- claude-code
- claude-code-plugin
- claude-code-skills
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add aneja5/forge-skills
3stelle GitHubstabile
20
multi-agent-credit-desk
MCP
AttivoUltimo commit 25 giorni fa · 2026-08-09
Architecture-first Python scaffold for an auditable multi-agent corporate credit desk using A2A, MCP, deterministic credit policies, model routing, and OpenTelemetry.
Python
- a2a-protocol
- agentic-ai
- auditability
- clean-architecture
- credit-risk
githubcreato 50 giorni facrescita misurataApri fonte ↗
0stelle GitHubstabile
21
sre-on-call
Agente
AttivoUltimo commit 2 mesi fa · 2026-06-20
Multi-agent SRE on-call investigator that auto-triages Slack/Discord infrastructure alerts via AWS Bedrock AgentCore, fanning out to specialized agents (CloudWatch, EKS, Slack/Discord scanners) for parallel investigation.
Python
- a2a-protocol
- anthropic
- aws-bedrock
- aws-lambda
- bedrock-agentcore
githubcreato 3 mesi facrescita misurataApri fonte ↗
3stelle GitHubstabile
22
dsh-plugins
Agente
AttivoUltimo commit 5 giorni fa · 2026-08-29
Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.
TypeScriptLicenza: MIT
- agent2agent
- ai-agents
- cordis
- deepseek-harness
- dsh
githubcreato 15 giorni fanuovocrescita misurataApri fonte ↗
1stelle GitHubstabile
23
nudge
MCP
AttivoUltimo commit 13 giorni fa · 2026-08-21
A typed, replayable, budget-aware programming language for LLM agents. Compiles to Python & TypeScript.
Shell
- a2a
- agent-framework
- agentic-ai
- ai
- ai-agents
githubcreato 49 giorni facrescita misurataApri fonte ↗
2stelle GitHubstabile

Risorse didattiche e di riferimento

Classifica per crescita misurata e normalizzata tra le fonti. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
awesome-llm-observability
Skill
AttivoUltimo commit 3 giorni fa · 2026-08-31Apri fonte ↗
50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.
Python
- ai-agents
- ai-engineering
- ai-observability
- awesome
- awesome-list
github
Installa git clone https://github.com/ContextJet-ai/awesome-llm-observability ~/.claude/skills/awesome-llm-observability
attivo 3 giorni facreato 2 mesi faRisorsacrescita misurata
32stelle GitHub+2 (+6.7 %)
2
trigger_tree
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-01Apri fonte ↗
Documentation-discovery telemetry for Claude Code — heat/cold maps, health grade, evidence-backed router fixes. 100% local, zero tokens. /tt
PythonLicenza: MIT
- ai-agents
- claude-code
- claude-code-plugin
- docs-as-code
- documentation
github
Installa /plugin marketplace add Hedde/trigger_tree
attivo 2 giorni facreato 48 giorni faRisorsacrescita misurata
14stelle GitHub+1 (+7.7 %)

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

bar-observatory

claude-code-karma

superlog

Flawless

agent-stack

historian

adlc-team-skills

altk-evolve

skill-kit

claudestat

SkillForge

opik-claude-code-plugin

adl-cli

ai-dev-stack

skill-graveyard

sample-agentcore-enterprise-platform

cap-evolve

Agent-Reliability-and-Evaluation-Lab

forge-skills

multi-agent-credit-desk

sre-on-call

dsh-plugins

nudge

Risorse didattiche e di riferimento

awesome-llm-observability

trigger_tree