# AgentOps Agent Observability

Connect with AI agent trace data including Crew, LangGraph, AutoGen, AG2, OpenAI, Agno, LiteLLM, and 400+ more! Query metrics, logs, and LLM prompts/completions, costs, latency, and more. Track, meas…

## Quick Start

```bash
# Connect this server (installs CLI if needed)
npx -y @smithery/cli@latest mcp add AgentOps-AI/agentops-mcp

# Browse available tools
npx -y @smithery/cli@latest tool list AgentOps-AI/agentops-mcp

# Get full schema for a tool
npx -y @smithery/cli@latest tool get AgentOps-AI/agentops-mcp auth

# Call a tool
npx -y @smithery/cli@latest tool call AgentOps-AI/agentops-mcp auth '{}'
```

## Tools (4)

- `auth` — Authorize using the AGENTOPS_API_KEY. If the API key is not provided and cannot be found in the directory, ask the user…
- `get_trace` — Get trace information and metrics by trace_id.
- `get_span` — Get span information and metrics by span_id.
- `get_complete_trace` — Reserved for explicit requests for COMPLETE or ALL data. Get complete trace information and metrics by trace_id.

```bash
# Get full input/output schema for a tool
npx -y @smithery/cli@latest tool get AgentOps-AI/agentops-mcp <tool-name>
```

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Source: https://github.com/AgentOps-AI/agentops-mcp