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

   AI Guardian

   MCP

   AttivoUltimo commit 2 giorni fa · 2026-09-02

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

   PythonLicenza: MIT

   mcpcreato 54 giorni facrescita misurataApri fonte ↗

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

   0stelle GitHubstabile
2. 2

   evoagent-os

   Agente

   AttivoUltimo commit 25 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 25 giorni fanuovocrescita misurataApri fonte ↗

   0stelle GitHubstabile
3. 3

   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 GitHubstabile
4. 4

   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
5. 5

   langfuse-mcp

   MCP

   AttivoUltimo commit 9 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
6. 6

   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
7. 7

   pyxen

   Agente

   AttivoUltimo commit 2 mesi fa · 2026-06-28

   A lightweight Python library that decouples agentic runtime from applications it builds

   PythonLicenza: MIT

   • a2a
   • agent-runtime
   • agents
   • observability
   • portability

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   1stelle GitHubstabile
8. 8

   shokunin-review

   Altro

   AttivoUltimo commit 2 mesi fa · 2026-06-25

   Terminal-first validation harness for reviewing PRDs, RFCs, strategy docs, and experiment plans.

   TypeScript

   • ai-agents
   • claude-code
   • claude-code-skills
   • cli
   • evals

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   1stelle GitHubstabile
9. 9

   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
10. 10

    boundary-bench

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    Deterministic crash tests for agent control planes: paired worlds, hard stops, budgets, scopes, approvals, and hash-linked receipts.

    TypeScriptLicenza: Apache-2.0

    • a2a
    • agent-evaluation
    • ai-agents
    • benchmark
    • deterministic-replay

    githubcreato 44 giorni facrescita misurataApri fonte ↗

    1stelle GitHubstabile
11. 11

    headsup

    Skill

    AttivoUltimo commit 17 giorni fa · 2026-08-18

    Glanceable Claude Code and Codex state in your terminal tabs: white=idle, blue=working, orange=waiting. Multi-terminal (iTerm2, WezTerm, AI Power Term), a live status bar with Anthropic usage limits, /sfl and /nil window save-and-restore,…

    ShellLicenza: MIT

    • ai-workflow-observability
    • claude-code
    • claude-code-hooks
    • claude-code-skill
    • claude-code-skills

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/wasulajr/headsup ~/.claude/skills/headsup

    1stelle GitHubstabile
12. 12

    dsh-plugins

    Agente

    AttivoUltimo commit 6 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 16 giorni fanuovocrescita misurataApri fonte ↗

    1stelle GitHubstabile
13. 13

    adherencia-reglas

    Skill

    AttivoUltimo commit 35 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 39 giorni facrescita misurataApri fonte ↗

    Installa git clone https://github.com/jleonceo/adherencia-reglas ~/.claude/skills/adherencia-reglas

    1stelle GitHubstabile
14. 14

    AgentX-Python

    Altro

    AttivoUltimo commit 2 giorni fa · 2026-09-02

    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
15. 15

    a2a-otel-kit

    MCP

    AttivoUltimo commit 24 giorni fa · 2026-08-11

    Vendor-neutral OpenTelemetry tracing for A2A agents and MCP services, with W3C context propagation and privacy-safe telemetry.

    PythonLicenza: MIT

    • a2a
    • agent2agent
    • agentic-ai
    • ai-agents
    • clean-architecture

    githubcreato 50 giorni facrescita misurataApri fonte ↗

    1stelle GitHubstabile
16. 16

    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
17. 17

    skill-adherencia-reglas

    Skill

    AttivoUltimo commit 35 giorni fa · 2026-07-31

    Skill instalable para Claude Code que mide si tu agente cumple las reglas establecidas. Lee el historial de sesiones de tu disco y devuelve un porcentaje por regla de cumplimiento. Sin instalar nada, sin red, biblioteca estándar.

    PythonLicenza: MIT

    • ai-evaluation
    • claude
    • claude-code
    • claude-code-plugin
    • claude-code-skill

    githubcreato 39 giorni facrescita misurataApri fonte ↗

    Installa /plugin marketplace add jleonceo/skill-adherencia-reglas

    1stelle GitHubstabile
18. 18

    claudestat

    Skill

    AttivoUltimo commit 2 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
19. 19

    tulip-agents

    Agente

    AttivoUltimo commit 8 giorni fa · 2026-08-26

    The agent framework where the model never holds the trigger — every consequential action clears your policy first, waits for a human when it matters, and lands on a record you can verify. Build on it, or put it around the agent you already…

    PythonLicenza: Apache-2.0

    • a2a
    • agent-framework
    • ai-agents
    • ai-governance
    • ai-safety

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    1stelle GitHubstabile
20. 20

    DeepSeek-Infra

    Altro

    AttivoUltimo commit 2 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
21. 21

    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
22. 22

    agentgateway

    MCP

    AttivoUltimo commit 3 giorni fa · 2026-09-01

    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
23. 23

    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 6 mesi facrescita misurataApri fonte ↗

    26stelle GitHubstabile
24. 24

    skill-receipts

    Skill

    AttivoUltimo commit 36 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 44 giorni facrescita misurataApri fonte ↗

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

    2stelle GitHubstabile
25. 25

    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