Agents @Kopern.ai

Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestrate AI agents from your IDE or terminal.

CommunityOnlineAPI key requiredRU / CISFreeCan modify data

What it can do

  • Kopern List Templates: List all 37 AI agent templates (28 general + 9 vertical/business). Returns slug, title, domain, tagline. No LLM cost.
  • Kopern List Agents: List all your Kopern agents (name, description, model, domain, grading score). No LLM cost.
  • Kopern Grade Prompt: 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. Us

What data it sees

Do you need an account

An API key from the service settings is required

Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestrate AI agents from your IDE or terminal.

What you can do

  • Build — Create agents from 37 templates or custom system prompts, with skills, tools and extensions
  • Grade — Evaluate agent quality with 6 criteria (output match, schema validation, tool usage, safety, custom scripts, LLM judge)
  • Optimize — AutoResearch lab with 6 modes: AutoTune, AutoFix, Stress Lab, Tournament, Distillation, Evolution
  • Deploy — Widget, Slack, Telegram, WhatsApp, webhooks (n8n/Zapier/Make compatible)
  • Orchestrate — Multi-agent teams with parallel, sequential and conditional execution modes
  • Monitor — Usage tracking, session history, compliance reports (EU AI Act)

32 tools in 6 categories

Category Tools
Agent CRUD create, get, update, delete, list, import, export
Templates list templates, deploy template
Grading grade prompt, create suite, run grading, list runs, get results
Optimization run AutoResearch
Deployment connect widget, Slack, Telegram, WhatsApp, webhooks, email, calendar
Orchestration create team, run team, create pipeline, run pipeline

3 guided workflows (prompts)

  • create-agent — Step-by-step agent creation from use case to deployment
  • grade-and-improve — Evaluate and auto-optimize an existing agent
  • deploy-everywhere — Multi-channel deployment assistant

Getting started

  1. Sign up free at kopern.ai
  2. Go to Settings → Personal API Key
  3. Connect this MCP server with your kpn_ key
Server tool list (31)

Raw names from tools/list. Only developers need these.

kopern_list_templatesList all 37 AI agent templates (28 general + 9 vertical/business). Returns slug, title, domain, tagline. No LLM cost.
kopern_list_agentsList all your Kopern agents (name, description, model, domain, grading score). No LLM cost.
kopern_grade_promptGrade 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.
kopern_create_agentCreate a new AI agent with a system prompt, model, and optional skills. Returns the agentId.
kopern_get_agentGet full details of an agent: system prompt, model, skills count, tools count, grading suites count.
kopern_update_agentUpdate an agent's configuration (name, system prompt, model, builtin tools, etc.).
kopern_delete_agentPermanently delete an agent and all its data (skills, tools, grading suites, sessions, connectors).
kopern_deploy_templateDeploy 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.
kopern_create_grading_suiteCreate a grading suite with test cases on an agent. Each case has an input prompt and expected behavior for evaluation.
kopern_run_gradingRun a grading suite on an agent. Executes all test cases, evaluates with configured criteria, returns detailed scores. Uses YOUR API keys.
kopern_run_autoresearchRun 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.
kopern_create_teamCreate a multi-agent team. Agents work together in parallel, sequential (chain), or conditional (router) mode.
kopern_run_teamExecute a multi-agent team on a prompt. Returns each agent's output and the final combined result. Uses YOUR API keys.
kopern_connect_widgetEnable the embeddable chat widget for an agent. Returns the <script> embed code for your website.
kopern_connect_telegramConnect an agent to Telegram via a bot. Requires a bot token from @BotFather.
kopern_connect_whatsappConnect an agent to WhatsApp Business. Requires Meta Cloud API credentials.
kopern_connect_slackConnect an agent to Slack. Returns an OAuth install URL to authorize in your browser (Slack requires interactive OAuth).
kopern_connect_webhookCreate an inbound or outbound webhook for an agent. Inbound: receive messages via HTTP POST. Outbound: send events to your URL (n8n, Zapier, Make compatible).
kopern_create_pipelineCreate a multi-step pipeline on an agent. Steps chain agents sequentially with configurable input mapping.
kopern_run_pipelineExecute a pipeline on a prompt. Steps run sequentially, each feeding its output to the next. Uses YOUR API keys.
kopern_list_sessionsList conversation sessions for an agent. Shows purpose, source, token usage, cost, timestamps. No LLM cost.
kopern_get_sessionGet full details of a session including message events, tool calls, and metrics. No LLM cost.
kopern_manage_memoryManage an agent's persistent memory. Actions: remember (save key-value), recall (search by query), forget (delete by key), list (all memories). No LLM cost.
kopern_compliance_reportGenerate 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.
kopern_get_grading_resultsGet detailed results of a grading run: per-case scores, agent outputs, criteria evaluations, improvement notes. No LLM cost.
kopern_list_grading_runsList grading runs for a suite. Shows score history, pass rates, and versions over time. No LLM cost.
kopern_connect_emailConnect 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.
kopern_connect_calendarConnect 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.
kopern_get_usageGet token usage and cost metrics. Shows input/output tokens, cost, grading runs, and per-agent breakdown. No LLM cost.
kopern_export_agentExport 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.
kopern_import_agentImport an agent from a Kopern export JSON. Creates a new agent with all skills, tools, extensions, and grading suites. No LLM cost.