# What to use for observability

> 'Monitoring'/'observability' — metrics, logs, traces, alerts.

Source: https://tashan.sh/task/observability.html
Ranked by fit for the task, then how well it documents itself, then the tashan score
  (upkeep and freshness, gated by real adoption). Public evidence only — nothing paid can
  change a rank. Method: https://tashan.sh/methodology.html

## Ranked

| # | Capability | tashan score | Adoption evidence | Activity |
|---|---|---|---|---|
| 1 | [Langfuse Observability](https://tashan.sh/capability/plugin-langfuse-claude-observability-plugin-langfuse-observability.html) | 58 | 15 ★ | active |
| 2 | [Smartbear](https://tashan.sh/capability/pkg-smartbear-mcp.html) | 79 | 10k/wk | active |
| 3 | [Sentry CLI](https://tashan.sh/capability/plugin-getsentry-cli-sentry-cli.html) | 67 | 101 ★ | active |
| 4 | [Dynatrace Managed](https://tashan.sh/capability/pkg-dynatrace-oss-dynatrace-managed-mcp-server.html) | 66 | 425/wk | active |
| 5 | [Posthog](https://tashan.sh/capability/plugin-posthog-ai-plugin-posthog.html) | 64 | 64 ★ | active |
| 6 | [Mlflow](https://tashan.sh/capability/plugin-mlflow-skills-mlflow.html) | 61 | 61 ★ | active |
| 7 | [Mine](https://tashan.sh/capability/plugin-anipotts-claude-code-tips-mine.html) | 55 | 27 ★ | active |
| 8 | [Datadog · datadog-labs](https://tashan.sh/capability/plugin-datadog-labs-claude-code-plugin-datadog.html) | 54 | 8 ★ | active |
| 9 | [Parseable](https://tashan.sh/capability/pkg-parseable-parseable-mcp-server.html) | 51 | 91/wk | active |
| 10 | [Iris](https://tashan.sh/capability/plugin-iris-eval-mcp-server-iris.html) | 45 | 8 ★ | active |
| 11 | [Graylog Log Search](https://tashan.sh/capability/plugin-pranavj17-mcp-server-graylog-graylog-log-search.html) | 45 | 6 ★ | active |
| 12 | [Resolve AI](https://tashan.sh/capability/plugin-resolve-ai-oss-resolve-ai-plugins-resolve-ai.html) | 44 | 3 ★ | active |
| 13 | [Loki](https://tashan.sh/capability/plugin-lexfrei-mcp-loki-loki.html) | 41 | 3 ★ | active |
| 14 | [Neat](https://tashan.sh/capability/pkg-neat-is-mcp.html) | 68 | 946/wk | active |
| 15 | [Monte Carlo Agent Toolkit](https://tashan.sh/capability/plugin-monte-carlo-data-mc-agent-toolkit-monte-carlo-agent-toolkit.html) | 60 | 90 ★ | active |
| 16 | [Grafana Assistant](https://tashan.sh/capability/plugin-grafana-ai-marketplace-grafana-assistant.html) | 50 | 4 marketplaces | — |
| 17 | [Grafana · grafana](https://tashan.sh/capability/plugin-grafana-ai-marketplace-grafana-mcp.html) | 48 | 3 marketplaces | — |
| 18 | [Render](https://tashan.sh/capability/plugin-render-oss-render-plugin-claude-code-render.html) | 45 | 0 ★ | active |
| 19 | [Sap Btp Cloud Logging](https://tashan.sh/capability/plugin-andreafusar-https-github-com-secondsky-sap-skills-sap-btp-cloud-logging.html) | 42 | 1 marketplaces | — |
| 20 | [Luciq](https://tashan.sh/capability/plugin-luciqai-agent-skills-luciq.html) | 40 | 0 ★ | active |
| 21 | [Bitfab](https://tashan.sh/capability/plugin-project-white-rabbit-bitfab-claude-plugin-bitfab.html) | 39 | 1 ★ | active |
| 22 | [Langsmith](https://tashan.sh/capability/pkg-langsmith-mcp-server.html) | 39 | 3k/wk | abandoned |
| 23 | [Railway](https://tashan.sh/capability/plugin-railwayapp-railway-skills-railway.html) | 69 | 300 ★ | active |
| 24 | [Honeycomb](https://tashan.sh/capability/plugin-honeycombio-agent-skill-honeycomb.html) | 59 | 18 ★ | active |
| 25 | [Claude Code Wakatime](https://tashan.sh/capability/plugin-wakatime-claude-code-wakatime-claude-code-wakatime.html) | 57 | 88 ★ | active |
| 26 | [Lightrun](https://tashan.sh/capability/plugin-lightrun-platform-lightrun-ai-lightrun.html) | 55 | 27 ★ | active |
| 27 | [Dash0](https://tashan.sh/capability/plugin-dash0hq-dash0-agent-plugin-dash0.html) | 52 | 4 ★ | active |
| 28 | [Noibu](https://tashan.sh/capability/plugin-noibu-ai-plugin-noibu.html) | 50 | 5 ★ | active |
| 29 | [Datadog · TANTIOPE](https://tashan.sh/capability/pkg-datadog-mcp.html) | 56 | 688/wk | active |
| 30 | [Newrelic](https://tashan.sh/capability/pkg-newrelic-mcp.html) | 55 | 1k/wk | active |
| 31 | [Docs Skills](https://tashan.sh/capability/pkg-docs-skills.html) | 60 | 371/wk | active |
| 32 | [Observability](https://tashan.sh/capability/pkg-thotischner-observability-mcp.html) | 59 | 414/wk | active |
| 33 | [Argosvix](https://tashan.sh/capability/pkg-argosvix-mcp-server.html) | 57 | 280/wk | active |
| 34 | [Helicone](https://tashan.sh/capability/pkg-helicone-mcp.html) | 38 | 629/wk | abandoned |
| 35 | [Langfuse · hugoles](https://tashan.sh/capability/pkg-langfuse-mcp.html) | 36 | 164/wk | active |
| 36 | [Sentinal](https://tashan.sh/capability/pkg-md-musaraf-sentinal-mcp.html) | 35 | 45/wk | active |
| 37 | [Lighthouse · priyankark](https://tashan.sh/capability/pkg-lighthouse-mcp.html) | 65 | 752/wk | active |
| 38 | [Claudestat](https://tashan.sh/capability/pkg-statforge-claudestat.html) | 65 | 597/wk | active |
| 39 | [Lensmcp](https://tashan.sh/capability/pkg-lensmcp.html) | 64 | 1k/wk | active |
| 40 | [Monitoring](https://tashan.sh/capability/pkg-uptybots-mcp-server.html) | 62 | 773/wk | active |

Showing the top 40 of 55. The full ranked shelf is at https://tashan.sh/task/observability.html.

## What these numbers are not

- The tashan score measures upkeep, freshness and adoption. It is **not** a security
  verdict and **not** a measure of whether the capability works well.
- `not scored` means too little public evidence to rank, never that something is bad.
- The security audit is separate and free per capability, on each page above.