List all 37 AI agent templates (28 general + 9 vertical/business). Returns slug, title, domain, tagline. No LLM cost.

List all your Kopern agents (name, description, model, domain, grading score). No LLM cost.

Grade a system prompt against inline test cases. Uses 6 criteria types (output_match, schema_validation, tool_usage, safety_check, custom_script, llm_judge). Returns score 0-1. Uses YOUR API keys.

Create a new AI agent with a system prompt, model, and optional skills. Returns the agentId.

Get full details of an agent: system prompt, model, skills count, tools count, grading suites count.

Update any part of an agent: config, skills, tools, or extensions. Use add/remove arrays for granular control over subcollections.

Permanently delete an agent and all its data (skills, tools, grading suites, sessions, connectors).

Deploy an agent from a template (28 general + 9 vertical). Creates agent + skills + tools + grading suite in one shot. Use kopern_list_templates to see available slugs.

Create a grading suite with test cases on an agent. Each case has an input prompt and expected behavior for evaluation.

Run a grading suite on an agent. Executes all test cases, evaluates with configured criteria, returns detailed scores. Uses YOUR API keys.

Run AutoTune optimization on an agent. Iteratively mutates the system prompt, re-grades, and keeps improvements. Returns the optimized score. Uses YOUR API keys. Can take several minutes.

Create a multi-agent team. Agents work together in parallel, sequential (chain), or conditional (router) mode.

Execute a multi-agent team on a prompt. Returns each agent's output and the final combined result. Uses YOUR API keys.

Enable the embeddable chat widget for an agent. Returns the embed code for your website.

Connect an agent to Telegram via a bot. Requires a bot token from @BotFather.

Connect an agent to WhatsApp Business. Requires Meta Cloud API credentials.

Connect an agent to Slack. Returns an OAuth install URL to authorize in your browser (Slack requires interactive OAuth).

Create an inbound or outbound webhook for an agent. Inbound: receive messages via HTTP POST. Outbound: send events to your URL (n8n, Zapier, Make compatible).

Create a multi-step pipeline on an agent. Steps chain agents sequentially with configurable input mapping.

Execute a pipeline on a prompt. Steps run sequentially, each feeding its output to the next. Uses YOUR API keys.

List conversation sessions for an agent. Shows purpose, source, token usage, cost, timestamps. No LLM cost.

Get full details of a session including message events, tool calls, and metrics. No LLM cost.

Manage an agent's persistent memory. Actions: remember (save key-value), recall (search by query), forget (delete by key), list (all memories). No LLM cost.

Generate an EU AI Act compliance report for an agent. Checks Art. 6 (risk), Art. 12 (audit trail), Art. 14 (human oversight), Art. 52 (transparency). No LLM cost.

Get detailed results of a grading run: per-case scores, agent outputs, criteria evaluations, improvement notes. No LLM cost.

List grading runs for a suite. Shows score history, pass rates, and versions over time. No LLM cost.

Connect an agent to Gmail or Outlook for email tools (read_emails, send_email, reply_email). Requires OAuth in browser. Enables the service_email builtin tool.

Connect an agent to Google Calendar or Microsoft Calendar for scheduling tools (list_events, create_event, etc.). Requires OAuth in browser. Enables the service_calendar builtin tool.

Get token usage and cost metrics. Shows input/output tokens, cost, grading runs, and per-agent breakdown. No LLM cost.

Export an agent as a portable JSON object (agent config, skills, tools, extensions, grading suites with cases). Use kopern_import_agent to re-import. No LLM cost.

Import an agent from a Kopern export JSON. Creates a new agent with all skills, tools, extensions, and grading suites. No LLM cost.