# agent-observability-mcp

> agent-observability-mcp — agentia1984-cmd-agent-observability-mcp. Use this tool when you need to monitor and troubleshoot AI agent performance, providing insights into latency, cost, and anomalies through trace and span logging, search, and metrics analysis. It solves problems related to agent visibility, debugging, and optimization, offering an in-memory buffer for efficient data processing. Ideal for use cases requiring real-time agent observability and performance monitoring.

Canonical page: https://skillsregistry.net/skills/agentia1984-cmd-agent-observability-mcp  
JSON: https://api.skillsregistry.net/v1/skills/agentia1984-cmd-agent-observability-mcp

## Description

MCP server for AI agent observability, providing trace and span logging, search, latency/tokens/cost metrics, and anomaly detection using an in-memory buffer.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hb9yg24vj6)
- **Repository:** <https://github.com/AgentIA1984-cmd/agent-observability-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "agentia1984-cmd-agent-observability-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/agentia1984-cmd-agent-observability-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/agentia1984-cmd-agent-observability-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt