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

ModalityStatusDetail
APIyesrestapi-key
coverage: partial · docs
SDKunknown
official: unknown
MCPyes
verdict: official
Integrationsunknown
CLIunknown
Extensibilityunknown
webhooks: unknown
Data access
export: json · import: unknown
RPA / UI automationunknown
No repeatable UI probe was run. Traces and projects are documented as HTTP calls and as the Comet Opik MCP server.
Computer useunknown
measured verdicts only — "unknown" means not yet probed by us

Scores

apimcpintegrationsclirpacomputer useoverall
77————7

Evidence

FactTierSourceDate
homepagedeclaredsource2026-10-08
licensedeclaredsource2026-10-08
modalities.api.existsdeclaredsource2026-10-08
modalities.api.kinds[0]declaredsource2026-10-08
modalities.api.auth[0]declaredsource2026-10-08
modalities.api.coveragedeclaredsource2026-10-08
modalities.mcp.first_partydeclaredsource2026-10-08
modalities.mcp.verdictdeclaredsource2026-10-08
modalities.data_access.export[0]declaredsource2026-10-08
modalities.agent_docs.llms_txtdeclaredsource2026-10-08
verdict.scores.apideclaredsource2026-10-08
verdict.scores.mcpdeclaredsource2026-10-08
freshness.watch[0].urldeclaredsource2026-10-08
freshness.watch[1].urldeclaredsource2026-10-08
freshness.watch[2].urldeclaredsource2026-10-08
freshness.watch[3].urldeclaredsource2026-10-08

Related tools

Other products in this database that share a category with Opik.

Last verified 2026-10-08 · volatility high · JSON record