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Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

121

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
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 6 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/aiagentwithdhruv/ai-dev-stack ~/.claude/skills/ai-dev-stack
10stelle GitHubstabile
2
agentic-engineering-marketplace
Skill
AttivoUltimo commit 38 giorni fa · 2026-07-29
Claude Code plugin marketplace — agentic-engineering (spec-driven shape→decide→execute→measure→eval with adversarial review) + github-keeper (audit/elevate READMEs and make a repo open-source-ready).
PythonLicenza: MIT
- adr
- agentic-engineering
- ai-agents
- anthropic
- claude-code
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add GiustoPiedimonte/agentic-engineering-marketplace
13stelle GitHubstabile
3
nudge
MCP
AttivoUltimo commit 15 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 51 giorni facrescita misurataApri fonte ↗
2stelle GitHubstabile
4
agent-mmm
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-03
Marketing Mix Model expert agent plugin for Claude Code - pymc-marketing v0.18.2+
Python
- claude-code-agent
- claude-code-plugin
- claude-code-skill
- data-analysis
- data-analytics
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add Yakoub-ai/agent-mmm
4stelle GitHubstabile
5
rashomon
Skill
AttivoUltimo commit 6 giorni fa · 2026-08-30
Measure prompt and skill improvements with blind A/B comparison.
PythonLicenza: MIT
- agent-skills
- ai-tools
- claude-code
- claude-code-plugin
- claude-code-skill
githubcreato 7 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add shinpr/rashomon
18stelle GitHubstabile
6
agentgateway
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-04
AgentGateway — independent third-party profile of a public API surface, by API Evangelist. AgentGateway is an open-source, AI-native proxy and gateway for routing, observing, and governing traffic to and from AI agents, LLM providers, and…
- agent-to-agent
- ai-gateway
- api-gateway
- apis-json
- cncf
githubcreato 5 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
7
evoagent-os
Agente
AttivoUltimo commit 27 giorni fa · 2026-08-10
Local-first control plane for durable, governed agent teams: DAG orchestration, approvals, memory, signed skills, trace contracts, and realtime.
PythonLicenza: Apache-2.0
- a2a-protocol
- agentic-ai
- ai-agents
- fastapi
- llmops
githubcreato 27 giorni fanuovocrescita misurataApri fonte ↗
0stelle GitHubstabile
8
Agent-Reliability-and-Evaluation-Lab
MCP
AttivoUltimo commit 16 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 18 giorni fanuovocrescita misurataApri fonte ↗
3stelle GitHubstabile
9
dsh-plugins
Agente
AttivoUltimo commit oggi · 2026-09-05
Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.
TypeScriptLicenza: MIT
- agent2agent
- ai-agents
- cordis
- deepseek-harness
- dsh
githubcreato 17 giorni fanuovocrescita misurataApri fonte ↗
1stelle GitHubstabile
10
anti-lie
Skill
DormienteUltimo commit 3 mesi fa · 2026-05-10
Don't make LLMs honest. Make every factual claim auditable. — An LLM Claim Auditing Layer with T1-T7 truth gradients. 98.1% business effectiveness on LiarBench v0.2.
Python
- agent-skills
- ai-safety
- anti-lie
- audit
- factuality
githubcreato 3 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/lc198707/anti-lie ~/.claude/skills/anti-lie
89stelle GitHubstabile
11
skill-graveyard
Skill
AttivoUltimo commit 57 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 GitHubstabile
12
adherencia-reglas
Skill
AttivoUltimo commit 36 giorni fa · 2026-07-31
Mide si tu agente de IA cumple las reglas que le escribiste. Lee el historial local de Claude Code y devuelve un porcentaje por regla. Sin instalar nada, sin red, biblioteca estándar.
PythonLicenza: MIT
- agent-evaluation
- ai-agents
- claude-code
- claude-code-skill
- claude-code-skills
githubcreato 40 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/jleonceo/adherencia-reglas ~/.claude/skills/adherencia-reglas
1stelle GitHubstabile
13
DeepSeek-Infra
Altro
AttivoUltimo commit 4 giorni fa · 2026-09-02
Local-first Agentic AI Infrastructure Platform with LLM Gateway, Agent DAG Runtime, MCP Tool Hub, A2A Agent Mesh, Local RAG, Tool Sandbox and Observability.
Python
- a2a
- agent-runtime
- ai-infra
- deepseek
- fastapi
githubcreato 3 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
14
primal-core
Agente
DormienteUltimo commit 3 mesi fa · 2026-05-18
The reliability and interoperability layer for AI agents. A2A-native. MCP-bridged.
PythonLicenza: Apache-2.0
- a2a
- agent-framework
- agents
- ai
- ai-safety
githubcreato 3 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
15
Multi_AI_Agent_Medical_Assistant
Agente
DormienteUltimo commit 9 mesi fa · 2025-12-08
An AI-powered multi-agent system that demonstrates clinical triage, OTC medication recommendations, and e-pharmacy integration for respiratory conditions. Built with modular agents that collaborate to provide safe, intelligent healthcare…
Python
- agent-to-agent
- agentic-ai
- aiagent
- antigravity-ide
- cursor-ai
githubcreato 9 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
16
agent-inspector
Skill
DormienteUltimo commit 7 mesi fa · 2026-01-15
Local open-source dev tool to debug, secure, and evaluate LLM agents. Provides static analysis, dynamic security checks, and runtime monitoring - integrates with Cursor and Claude Code.
Python
- agent-debugging
- agent-security
- agent-trace
- ai-security-tool
- behavior-analysis
githubcreato 10 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add cylestio/agent-inspector
9stelle GitHubstabile
17
io.github.OtherVibes/mcp-as-a-judge
MCP
DormienteUltimo commit 8 mesi fa · 2025-12-15
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations
PythonLicenza: MIT
mcpcreato 12 mesi facrescita misurataApri fonte ↗
Installa claude mcp add mcp-as-a-judge -- uvx mcp-as-a-judge
17stelle GitHubstabile
18
mcp-smb-products
MCP
AttivoUltimo commit 2 mesi fa · 2026-07-03
8 MCP SMB products — standalone AI servers for SMBs: Guardrails, FinOps, Observability, Router, Trust Score, Memory, ThinkSecure, A2A Lite. 37 tools, TNC credits billing.
PythonLicenza: MIT
- a2a-protocol
- ai-governance
- finops
- guardrails
- mcp
githubcreato 4 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
19
skill-receipts
Skill
AttivoUltimo commit 37 giorni fa · 2026-07-30
Claude Code skills where every entry ships receipts — accuracy-gated benchmarks against baseline and placebo, rejects published
JavaScriptLicenza: MIT
- agent-skills
- ai-agents
- anthropic
- benchmark
- claude
githubcreato 45 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/sjh9714/skill-receipts ~/.claude/skills/skill-receipts
2stelle GitHubstabile
20
eval-layer
Altro
DormienteUltimo commit 4 mesi fa · 2026-04-29
A Claude Code skill that adds a rubric-based eval layer to any agent project. Framework-agnostic — generates rubric, test cases, judge prompt, and harness. Returns a weighted score plus a judge-leniency signal.
HTML
- agent-evaluation
- anthropic
- claude-code
- claude-code-skill
- evals
githubcreato 4 mesi facrescita misurataApri fonte ↗
13stelle GitHubstabile
21
kaggle-capstone-ai-agent
Agente
DormienteUltimo commit 9 mesi fa · 2025-11-26
A safety-first multi-agent mental health companion with real-time distress tracking, triple-layer guardrails, and evidence-based grounding techniques. Built for Kaggle × Google Agents Intensive 2025 Capstone (Agents for Good Track)
Python
- a2a-protocol
- agent-evaluation
- agents-for-good
- ai-agents
- crisis-support
githubcreato 9 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
22
anchor
Skill
AttivoUltimo commit 17 giorni fa · 2026-08-20
Anchor — the production-grade AGENTS.md template for AI coding agents. 51 sections of battle-tested rules. Keep your agents grounded.
Licenza: MIT
- agent-instructions
- agents-md
- ai-agent-instructions
- ai-coding
- ai-coding-agent
githubcreato 3 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/peva3/anchor ~/.claude/skills/anchor
8stelle GitHubstabile
23
parallel-adversarial-review
Skill
DormienteUltimo commit 3 mesi fa · 2026-06-06
Two Claude Code skills for adversarial code review (single-model PAR and multi-model MMAR with cross-critique to catch hallucinations), plus a fixture-based eval suite.
Python
- ai-agents
- claude-code-plugin
- code-review
- evals
- python
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add prime-radiant-inc/parallel-adversarial-review
17stelle GitHubstabile
24
agentops
Agente
DormienteUltimo commit 4 mesi fa · 2026-04-13
AgentOps: Multi-agent infrastructure remediation platform. A2A protocol, agent coordination, HITL approval, auto-rollback.
PythonLicenza: MIT
- a2a-protocol
- ai
- automation
- infrastructure
- llm
githubcreato 6 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
25
agent-stack
Skill
AttivoUltimo commit 4 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 30 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/ssheleg/agent-stack ~/.claude/skills/agent-stack
2stelle GitHubstabile

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

ai-dev-stack

agentic-engineering-marketplace

nudge

agent-mmm

rashomon

agentgateway

evoagent-os

Agent-Reliability-and-Evaluation-Lab

dsh-plugins

anti-lie

skill-graveyard

adherencia-reglas

DeepSeek-Infra

primal-core

Multi_AI_Agent_Medical_Assistant

agent-inspector

io.github.OtherVibes/mcp-as-a-judge

mcp-smb-products

skill-receipts

eval-layer

kaggle-capstone-ai-agent

anchor

parallel-adversarial-review

agentops

agent-stack