monoscope-tech/monoscope
Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 compatible buckets. Query in natural language via LLMs. observed · 2026-08-28
Health v2 · maintenance only
98/100
- Activity 99
- Release rhythm 96
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: 7.5
- age_days: 1699
- days_rel: 26
- days_push: 7
- n_releases_24m: 17
Adoption not part of the score
1639 stars · 67 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Monoscope is an open-source observability platform for ingesting and exploring logs, traces, and metrics stored in your own S3-compatible buckets. It supports natural-language querying via LLMs, AI agents for anomaly detection, scheduled email reports, and OpenTelemetry-native integrations.
Use cases
- self-host log and trace storage in my own S3 buckets
- query logs with natural language using an LLM
- detect API anomalies and get daily email reports
- monitor API endpoints and track breaking changes
- correlate logs, metrics, traces, and session replays in one dashboard
- live tail logs and traces in real time
- integrate OpenTelemetry SDKs into my services
When to choose
- you want an affordable, self-hosted alternative to Datadog with your data in your own S3 storage
- you need unified logs, metrics, and traces with OpenTelemetry support
- you want LLM-powered natural-language search and AI anomaly agents over telemetry
When to avoid
- you need full-featured self-hosted alerting to Slack or PagerDuty (limited in the free self-hosted tier)
- you require built-in auth and SSO without DIY setup
- you prefer a mature ecosystem like Grafana LGTM or ELK with large community support
Facets
service · maturity active
monitoring logging tracing alerting analytics search-engine self-hosted monitoring apis backend large-language-models self-hosted cloud observability opentelemetry s3-storage timescaledb natural-language-queries ai-agents error-tracking api-monitoring haskell devops docker linux web-server
10 sources
- readme: https://github.com/monoscope-tech/monoscope · fetched 2026-08-28 · 63f0d9fb7946
- homepage: https://monoscope.tech · fetched 2026-08-29 · 490f366e9641
- site_page: https://monoscope.tech/docs/onboarding · fetched 2026-08-29 · ffe00204a392
- site_page: https://monoscope.tech/docs/sdks · fetched 2026-08-29 · 6a2f04b9fbdc
- site_page: https://monoscope.tech/docs/dashboard · fetched 2026-08-29 · 76c73db55fec
- site_page: https://monoscope.tech/features/error-tracking · fetched 2026-08-29 · c1ad60ab54b9
- site_page: https://monoscope.tech/features/api-analytics · fetched 2026-08-29 · c3440ced3fc4
- site_page: https://monoscope.tech/features/api-management · fetched 2026-08-29 · b3a565965dc5
- site_page: https://monoscope.tech/features/api-observability · fetched 2026-08-29 · 9983c296a192
- site_page: https://monoscope.tech/changelog · fetched 2026-08-29 · 2b00846acafc
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| monoscope-tech/monoscope | main | 98 |
For agents
markdown · JSON · MCP: product_card(name="monoscope-tech/monoscope")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem