Osservabilità LLM

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. 1

   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
2. 2

   evoagent-os

   Agente

   AttivoUltimo commit 28 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 28 giorni fanuovocrescita misurataApri fonte ↗

   0stelle GitHubstabile
3. 3

   DriftSentinel

   Agente

   AttivoUltimo commit 2 mesi fa · 2026-06-20

   Agent 降智检测与自愈公评网络 — an immune system for the AI agent society

   TypeScriptLicenza: MIT

   • a2a
   • agent
   • agent-guard
   • ai-sre
   • drift-detection

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   1stelle GitHubstabile
4. 4

   claudestat

   Skill

   AttivoUltimo commit 4 giorni fa · 2026-09-02

   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 GitHubstabile
5. 5

   otel-agent-provenance

   Agente

   DormienteUltimo commit 5 mesi fa · 2026-03-17

   OpenTelemetry semantic conventions and instrumentation for agent provenance, derivation lineage, and acceptance criteria evaluation. Fills the Microsoft AI stack observability gap.

   Python

   • a2a-protocol
   • agentic-ai
   • ai-agents
   • observability
   • opentelemetry

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   0stelle GitHubstabile
6. 6

   DeepSeek-Infra

   Altro

   AttivoUltimo commit 5 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
7. 7

   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
8. 8

   AI Guardian

   MCP

   AttivoUltimo commit 4 giorni fa · 2026-09-02

   Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.

   PythonLicenza: MIT

   mcpcreato 56 giorni facrescita misurataApri fonte ↗

   Installa claude mcp add ai-guardian -- uvx ai-guardian-aiops

   0stelle GitHubstabile
9. 9

   skill-receipts

   Skill

   AttivoUltimo commit 38 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 47 giorni facrescita misurataApri fonte ↗

   Installa git clone https://github.com/sjh9714/skill-receipts ~/.claude/skills/skill-receipts

   2stelle GitHubstabile
10. 10

    langsmith-fetch-skill

    Skill

    DormienteUltimo commit 5 mesi fa · 2026-04-06

    🔍 AI observability skill for Claude Code. Debug LangChain/LangGraph agents by fetching execution traces from LangSmith Studio directly in your terminal.

    Licenza: MIT

    • agent-debugging
    • ai-agents
    • claude-skills
    • claude-skills-creator
    • claude-skills-hub

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/OthmanAdi/langsmith-fetch-skill ~/.claude/skills/langsmith-fetch-skill

    27stelle GitHubstabile
11. 11

    galdor

    Altro

    AttivoUltimo commit 1 giorno fa · 2026-09-05

    A Go-native framework for LLM agents, with OpenTelemetry observability built in.

    GoLicenza: Apache-2.0

    • a2a
    • agents
    • ai
    • anthropic
    • bedrock

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    10stelle GitHubstabile
12. 12

    CustoFlow

    Altro

    DormienteUltimo commit 3 mesi fa · 2026-06-04

    Multi-agent customer support system with Google ADK & Gemini 2.5 Flash Lite. Kaggle capstone demonstrating 11+ concepts. Automates 80%+ queries, <10s response time.

    PythonLicenza: MIT

    • a2a-protocol
    • agent-evaluation
    • google-adk
    • multi-agent-system
    • observability

    githubcreato 9 mesi facrescita misurataApri fonte ↗

    2stelle GitHubstabile
13. 13

    astragraph

    Agente

    DormienteUltimo commit 5 mesi fa · 2026-03-16

    Policy-enforced observability and fail-closed guardrails for MCP/A2A multi-agent systems.

    Rust

    • a2a
    • ai-agents
    • llm-security
    • mcp
    • multi-agent

    githubcreato 7 mesi facrescita misurataApri fonte ↗

    26stelle GitHubstabile
14. 14

    agentanvil

    Agente

    DormienteUltimo commit 4 mesi fa · 2026-04-29

    Contract-based testing for LLM agents: hybrid evaluation, multi-agent + A2A, deterministic replay.

    PythonLicenza: MIT

    • a2a
    • agents
    • contracts
    • evaluation
    • llm

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    0stelle GitHubstabile
15. 15

    adlc-team-skills

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-06

    🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams

    ShellLicenza: MIT

    • adr
    • agent-skills
    • agentic-sdlc
    • ai-coding
    • developer-tools

    githubcreato 48 giorni facrescita misurataApri fonte ↗

    Installa git clone https://github.com/tikalk/adlc-team-skills ~/.claude/skills/adlc-team-skills

    132stelle GitHubstabile
16. 16

    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
17. 17

    sentry-instrumentation

    Skill

    AttivoUltimo commit 2 mesi fa · 2026-06-19

    Sentry instrumentation skill for system-behavior tracking

    ShellLicenza: MIT

    • agent-skills
    • claude-skills
    • codex-skill
    • instrumentation
    • monitoring

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/tortastudios/sentry-instrumentation ~/.claude/skills/sentry-instrumentation

    24stelle GitHubstabile
18. 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. 19

    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
20. 20

    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
21. 21

    altk-evolve

    MCP

    AttivoUltimo commit 4 giorni fa · 2026-09-02

    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 GitHubstabile
22. 22

    multi-agent-credit-desk

    MCP

    AttivoUltimo commit 28 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 53 giorni facrescita misurataApri fonte ↗

    0stelle GitHubstabile
23. 23

    nudge

    MCP

    AttivoUltimo commit 16 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 52 giorni facrescita misurataApri fonte ↗

    2stelle GitHubstabile
24. 24

    bar-observatory

    MCP

    AttivoUltimo commit 10 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 25 giorni fanuovocrescita misurataApri fonte ↗

    22stelle GitHubstabile
25. 25

    adl-cli

    Altro

    AttivoUltimo commit 2 giorni fa · 2026-09-04

    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 GitHubstabile