# Observability and incident tools for AI agents (slim)

> 3 observability & incidents ranked by the Anchor benchmark. Leader Sentry MCP (BB). Errors, metrics, logs, traces, monitors and on-call data for agents that debug and run production systems.

- Full: https://www.anchorterminal.com/categories/observability.md (~4,200 tokens) · this version ~330 tokens · JSON https://www.anchorterminal.com/categories/observability.json · canonical https://www.anchorterminal.com/categories/observability
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-05

- Tools: 3 · agent-ready (BB+): 1 · accept x402: 0 · JSON: https://www.anchorterminal.com/api/v1/tools.json · by capability: https://www.anchorterminal.com/api/v1/capabilities.json
- Capabilities: observability.errors, observability.metrics, observability.logs, observability.traces, observability.incidents, work.oncall

| # | Tool | Grade | Score | Confidence | x402 | Auth | Where | Slim |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 99 | Sentry MCP | BB | 70.4 | medium | no | OAuth | hosted + local | https://www.anchorterminal.com/tools/sentry-mcp.min.md |
| 300 | Datadog MCP Server | C | 56.7 | medium | no | OAuth or key | hosted + local | https://www.anchorterminal.com/tools/datadog-mcp.min.md |
| 375 | PagerDuty MCP Server | D | 48.5 | medium | no | OAuth or key | hosted | https://www.anchorterminal.com/tools/pagerduty-mcp.min.md |