Pick your model provider, framework, or tool, and follow its guide to send data to SigNoz. Each card lists the signals that its guide sets up. AI Observability reads traces only. For an integration that sends only metrics and logs, build a custom dashboard for that data. To learn how LLM telemetry works, see LLM Observability Core Concepts.
Model Providers
Hosted model APIs that your application calls
- Amazon BedrockSend traces, metrics, and logs from apps that call Amazon Bedrock models to SigNoz.
- Anthropic APISend traces, metrics, and logs from apps that call the Anthropic API to SigNoz.
- Azure OpenAI APISend traces, metrics, and logs from apps that call Azure OpenAI models to SigNoz.
- BasetenSend traces, metrics, and logs from apps that call Baseten model APIs to SigNoz.
- CohereSend traces from apps that call the Cohere API to SigNoz.
- DeepSeek APISend traces, metrics, and logs from apps that call the DeepSeek API to SigNoz.
- Google GeminiSend traces, metrics, and logs from apps that call Google Gemini models to SigNoz.
- GrokSend traces, metrics, and logs from apps that call xAI Grok models to SigNoz.
- GroqSend traces, metrics, and logs from apps that call the Groq API to SigNoz.
- Hugging FaceSend traces, metrics, and logs from apps that call Hugging Face inference APIs to SigNoz.
- Mistral AISend traces, metrics, and logs from apps that call Mistral AI models to SigNoz.
- Muse SparkSend traces from apps that call the Muse Spark model to SigNoz.
- OpenAISend traces, metrics, and logs from apps that call the OpenAI API to SigNoz.
- QwenSend traces, metrics, and logs from apps that call Qwen models to SigNoz.
Agent Frameworks & SDKs
Libraries that build agents and LLM pipelines
- AgnoSend traces, metrics, and logs from the Agno multi-agent framework to SigNoz.
- AutoGenSend traces, metrics, and logs from AutoGen multi-agent apps to SigNoz.
- Claude Agent SDKSend traces, metrics, and logs from Claude Agent SDK apps to SigNoz.
- Crew AISend traces, metrics, and logs from CrewAI multi-agent apps to SigNoz.
- DSPySend traces from DSPy programs to SigNoz.
- Eve (Vercel)Send traces from Eve agents on Vercel to SigNoz.
- Google ADKSend traces, metrics, and logs from Google ADK agents to SigNoz.
- HaystackSend traces, metrics, and logs from Haystack pipelines to SigNoz.
- InkeepSend traces from Inkeep agents to SigNoz.
- LangChain/LangGraphSend traces, metrics, and logs from LangChain and LangGraph apps to SigNoz.
- LiveKitSend traces, metrics, and logs from LiveKit voice agents to SigNoz.
- LlamaIndexSend traces, metrics, and logs from LlamaIndex apps to SigNoz.
- MastraSend traces from Mastra agents to SigNoz.
- Microsoft Agent FrameworkSend traces and metrics from Microsoft Agent Framework apps to SigNoz.
- OpenAI Agents SDKSend traces from OpenAI Agents SDK apps to SigNoz.
- PipecatSend traces, metrics, and logs from Pipecat voice agents to SigNoz.
- Pydantic AISend traces, metrics, and logs from Pydantic AI agents to SigNoz.
- Semantic KernelSend traces, metrics, and logs from Semantic Kernel apps to SigNoz.
- Vercel AI SDKSend traces from Vercel AI SDK apps to SigNoz.
Coding Tools
AI coding assistants and terminal coding agents
- Antigravity CLISend traces and metrics from the Antigravity CLI coding agent to SigNoz.
- Claude CodeSend metrics and logs from Claude Code sessions to SigNoz.
- ClineSend metrics and logs from the Cline coding agent in VS Code to SigNoz.
- Codex (OpenAI)Send traces and logs from OpenAI Codex sessions to SigNoz.
- Cursor AISend traces and logs from the Cursor code editor to SigNoz.
- DeepSeek HarnessSend traces and metrics from the DeepSeek Harness coding agent to SigNoz.
- GitHub CopilotSend traces and metrics from GitHub Copilot in VS Code to SigNoz.
- Grok BuildSend metrics and logs from the Grok Build coding agent to SigNoz.
- Muse CodeSend traces from the Muse Code coding agent to SigNoz.
- OpenCodeSend traces, metrics, and logs from the OpenCode coding agent to SigNoz.
- Qwen CodeSend traces, metrics, and logs from the Qwen Code coding agent to SigNoz.
Gateways & Inference Servers
LLM proxies, routers, and self-hosted model servers
- LiteLLMSend traces, metrics, and logs from the LiteLLM proxy and SDK to SigNoz.
- OllamaSend traces, metrics, and logs from apps that call Ollama models to SigNoz.
- OpenRouterSend traces from apps that call models through OpenRouter to SigNoz.
- SGLangSend metrics and optional traces from the SGLang inference server to SigNoz.
- vLLMSend metrics and optional traces from the vLLM inference server to SigNoz.
Instrumentation Libraries
SDKs that instrument many LLM libraries at once
Apps & Workflows
AI apps, assistants, and workflow platforms
- DifySend traces and metrics from Dify apps and workflows to SigNoz.
- Hermes AgentSend traces, metrics, and logs from the Hermes Agent assistant to SigNoz.
- LangflowSend traces from Langflow flows to SigNoz.
- n8n CloudSend traces from n8n Cloud workflow runs to SigNoz.
- Open WebUISend traces, metrics, and logs from Open WebUI to SigNoz.
- OpenClawSend traces, metrics, and logs from the OpenClaw assistant to SigNoz.
- TemporalSend traces, metrics, and logs from AI agents that run on Temporal to SigNoz.
Sandboxes & Tools
Code sandboxes and tools that agents call
- DaytonaSend traces, metrics, and logs from Daytona code sandboxes to SigNoz.
- E2BSend traces, metrics, and logs from E2B code sandboxes to SigNoz.
- FirecrawlSend traces and metrics from Firecrawl scrape and crawl calls to SigNoz.
- Vercel SandboxSend traces and logs from Vercel Sandbox code sandboxes to SigNoz.
63 integrations
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