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

   green-agent

   Agente

   AttivoUltimo commit 2 mesi fa · 2026-07-01

   A2A green-agent orchestrator for evaluating agents on the AppWorld benchmark, built on the AgentBeats SDK

   Python

   • a2a-protocol
   • agentbeats
   • appworld
   • evaluation
   • llm-agents

   githubcreato 11 mesi facrescita misurataApri fonte ↗

   0stelle GitHubstabile
2. 2

   AgentStack

   Agente

   AttivoUltimo commit oggi · 2026-09-01

   Provide clear documentation for AgentStack’s MCP protocol, plugins, and ecosystem API with usage examples and tool references.

   • a2a
   • anthropic
   • claude-code
   • crewai
   • deep-learning

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   0stelle GitHubstabile
3. 3

   agentgateway

   MCP

   AttivoUltimo commit oggi · 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
4. 4

   evoagent-os

   Agente

   AttivoUltimo commit 23 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 23 giorni fanuovocrescita misurataApri fonte ↗

   0stelle GitHubstabile
5. 5

   AI Guardian

   MCP

   AttivoUltimo commit 6 giorni fa · 2026-08-26

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

   PythonLicenza: MIT

   mcpcreato 51 giorni facrescita misurataApri fonte ↗

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

   0stelle GitHubstabile
6. 6

   CodeFlow

   Agente

   AttivoUltimo commit 4 giorni fa · 2026-08-28

   面向长程研发任务的 Java Agent Harness，支持 A2A 跨语言协作、可恢复执行、上下文工程与 Eval 驱动开发。

   JavaLicenza: Apache-2.0

   • a2a
   • agentic-ai
   • ai-agents
   • developer-tools
   • evals

   githubcreato 6 giorni fanuovocrescita misurataApri fonte ↗

   0stelle GitHubstabile