Can AI agents automate Opik?
Comet · hybrid · observabilitydeveloper-tools
Opik is automatable today through its REST API and a first-party MCP server. This record is Comet's Opik LLM observability product, including Opik Cloud and self-hosted Opik. It is not Langfuse or LangSmith, and it is not the registry listing com.skopik/mcp. The REST overview shows GET http://localhost:5173/api/v1/private/projects for open-source Opik with no key in the example. Opik Cloud uses GET https://www.comet.com/opik/api/v1/private/projects with Comet-Workspace and an authorization header set to the API key. The page says that header value does not include a Bearer prefix. Comet documents an official MCP server. Opik Cloud uses https://www.comet.com/opik/api/v1/mcp with browser sign-in. A self-hosted deployment uses the local opik-mcp package. The comet-ml/opik-mcp README says the tools list traces, write scores, and save prompt versions. https://www.comet.com/docs/opik/llms.txt is a documentation index. A language SDK, a CLI, webhooks, and connector catalogs were not opened. Computer-use viability is unassessed. The REST API and the MCP server both score 7. The API is the best path because a script can call it without a browser sign-in. Cloud MCP OAuth is the path when an assistant should use the signed-in workspace.
Best path today: api · Overall automatability: 7/10
Modalities
| Modality | Status | Detail |
|---|---|---|
| API | yes | restapi-key coverage: partial · docs |
| SDK | unknown | official: unknown |
| MCP | yes | verdict: official |
| Integrations | unknown | |
| CLI | unknown | |
| Extensibility | unknown | webhooks: unknown |
| Data access | export: json · import: unknown | |
| RPA / UI automation | unknown | No repeatable UI probe was run. Traces and projects are documented as HTTP calls and as the Comet Opik MCP server.
|
| Computer use | unknown | measured verdicts only — "unknown" means not yet probed by us |
Scores
| api | mcp | integrations | cli | rpa | computer use | overall |
|---|---|---|---|---|---|---|
| 7 | 7 | — | — | — | — | 7 |
Evidence
| Fact | Tier | Source | Date |
|---|---|---|---|
homepage | declared | source | 2026-10-08 |
license | declared | source | 2026-10-08 |
modalities.api.exists | declared | source | 2026-10-08 |
modalities.api.kinds[0] | declared | source | 2026-10-08 |
modalities.api.auth[0] | declared | source | 2026-10-08 |
modalities.api.coverage | declared | source | 2026-10-08 |
modalities.mcp.first_party | declared | source | 2026-10-08 |
modalities.mcp.verdict | declared | source | 2026-10-08 |
modalities.data_access.export[0] | declared | source | 2026-10-08 |
modalities.agent_docs.llms_txt | declared | source | 2026-10-08 |
verdict.scores.api | declared | source | 2026-10-08 |
verdict.scores.mcp | declared | source | 2026-10-08 |
freshness.watch[0].url | declared | source | 2026-10-08 |
freshness.watch[1].url | declared | source | 2026-10-08 |
freshness.watch[2].url | declared | source | 2026-10-08 |
freshness.watch[3].url | declared | source | 2026-10-08 |
Related tools
Other products in this database that share a category with Opik.
Last verified 2026-10-08 · volatility high · JSON record