Comet

Comet is an enterprise AI/ML developer platform used by over 150,000 developers and organizations including Netflix, Uber, and Autodesk. Its flagship open-source product, Opik, is an LLM observability, evaluation, and optimization suite for building, testing, and monitoring generative AI applications, RAG systems, and agentic workflows — with tracing, automated LLM-as-a-judge and heuristic evaluations, prompt management and optimization, and production dashboards. Comet also provides classic MLOps tooling for experiment management, model registry, artifacts, and production monitoring. Opik exposes a full REST API, Python and TypeScript SDKs, a CLI, and an official Model Context Protocol (MCP) server, and runs on Comet Cloud, self-hosted (Docker/Kubernetes), or enterprise deployments. Sector: ai-enterprise-software.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

How we profile Comet

Each block below is one kind of artifact we hold for Comet. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 42

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

Individual APIs this provider publishes, each with its own machine-readable definition.

Comet Agent Configs API

Agent configuration management

Comet Agent Insights API

Agent Insights report results

Comet Agent Insights Jobs API

Per-(workspace, project) Agent Insights report configuration

Comet Alerts API

Alert resources

Comet Annotation Queues API

Private annotation queue operations

Comet Assertion Results API

Assertion result related resources

Comet Attachments API

Attachments related resources

Comet Automation rule evaluators API

Automation rule evaluators resource

Comet Chat Completions API

Chat Completions related resources

Comet Check API

Access check resources

Comet Dashboards API

Workspace Dashboard resources

Comet Datasets API

Dataset resources

Comet Environments API

Environment related resources

Comet Experiments API

Experiment resources

Comet Feedback-definitions API

Feedback definitions related resources

Comet Guardrails API

Guardrails related resources

Comet Insights Views API

Insights View resources

Comet Is Alive API

The Is Alive API from Comet — 2 operation(s) for is alive.

Comet LLM Models API

LLM model registry resources

Comet LlmProviderKey API

LLM Provider Key

Comet Manual Evaluation API

Manual evaluation resources for traces, threads, and spans

Comet MCP OAuth API

MCP OAuth 2.1 Authorization Server resources

Comet Ollama API

Ollama provider configuration endpoints with OpenAI-compatible API support.

Comet Ollie State API

Ollie pod state persistence

Comet OpenTelemetry Ingestion API

Resource to ingest Traces and Spans via OpenTelemetry

Comet Optimizations API

Optimization resources

Comet Pairing API

Pairing sessions for the `opik connect` and `opik endpoint` CLI commands

Comet Projects API

Project related resources

Comet Prompts API

Prompt resources

Comet Redirect API

Redirects for SDK generated links

Comet Report Failures API

Generic failure log for reports/jobs

Comet Reports API

Ollie daily report management

Comet Retention Rules API

Data retention rule management

Comet Runners API

Local runner management endpoints

Comet Service Toggles API

Service Toggles resources

Comet Spans API

Span related resources

Comet System analytics queries API

Internal endpoint to run Agent Insights free-form SQL

Comet System usage API

System usage related resource

Comet Traces API

Trace related resources

Comet Welcome Wizard API

Welcome wizard tracking resources

Comet Workspace permissions API

Workspace permissions related resources

Comet Workspaces API

Workspace related resources

Scroll within the panel for all 42 ·

MCP Servers 1

Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.

Model Context Protocol servers that expose these APIs to AI agents.

comet-mcp.yml

MCP SERVER

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Comet Authentication

apiKey · 2 schemes

SECURITY

Comet Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Comet Trust Center

SOC 2, ISO 27001

SECURITY

Resources

Every other property we hold for Comet — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

← All providers · Data indexed from github.com/api-evangelist/comet · machine-readable index on apis.io