Can AI agents automate Last9?
Last9 · saas · observabilitydeveloper-tools
Last9 is automatable today through its official hosted MCP server. This record is Last9 observability for logs, metrics, traces, and related telemetry. Datadog, Grafana, Honeycomb, and New Relic are separate products. https://last9.io/llms.txt says pricing is usage-based with no per-seat fees. A public price table was not opened. The organization API uses access tokens. The header must be X-LAST9-API-TOKEN, and the value must be the word Bearer, a space, and the token. Sending the token in Authorization: Bearer is documented as HTTP 401. The hosted MCP endpoint is https://app.last9.io/api/v4/organizations/<org_slug>/mcp. The recommended connection is OAuth in the browser. The same document says the server exposes 51 read-only tools and five write tools for dashboards and drop rules. A self-hosted binary still needs network access to Last9. Query-token and ingestion-token pages were not opened, so those credentials are not listed here. An SDK and a product CLI were not opened. Computer-use viability is unassessed. MCP scores 8 and is the best path. The organization API scores 6 because the header is nonstandard and this pass did not open the logs and traces query APIs.
Best path today: mcp · Overall automatability: 8/10
Modalities
| Modality | Status | Detail |
|---|---|---|
| API | yes | restx-last9-api-token coverage: partial · docs |
| SDK | unknown | official: unknown |
| MCP | yes | verdict: official |
| Integrations | unknown | |
| CLI | unknown | |
| Extensibility | unknown | webhooks: unknown |
| Data access | export: unknown · import: unknown | |
| RPA / UI automation | unknown | No repeatable UI probe was run. Telemetry investigation is documented through the hosted MCP server and the organization API, and computer-use viability was not measured.
|
| Computer use | unknown | measured verdicts only — "unknown" means not yet probed by us |
Scores
| api | mcp | integrations | cli | rpa | computer use | overall |
|---|---|---|---|---|---|---|
| 6 | 8 | — | — | — | — | 8 |
Evidence
| Fact | Tier | Source | Date |
|---|---|---|---|
homepage | declared | source | 2026-10-12 |
license | declared | source | 2026-10-12 |
modalities.api.exists | declared | source | 2026-10-12 |
modalities.api.kinds[0] | declared | source | 2026-10-12 |
modalities.api.auth[0] | declared | source | 2026-10-12 |
modalities.api.coverage | declared | source | 2026-10-12 |
modalities.api.docs | declared | source | 2026-10-12 |
modalities.mcp.first_party | declared | source | 2026-10-12 |
modalities.mcp.verdict | declared | source | 2026-10-12 |
modalities.agent_docs.llms_txt | declared | source | 2026-10-12 |
freshness.watch[0].url | declared | source | 2026-10-12 |
freshness.watch[1].url | declared | source | 2026-10-12 |
freshness.watch[2].url | declared | source | 2026-10-12 |
Related tools
Other products in this database that share a category with Last9.
Last verified 2026-10-12 · volatility medium · JSON record