Agents @Kopern.ai

Name: Agents @Kopern.ai
Author: kopern

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](https://kopern.ai) 2. Go to Settings → Personal API Key 3. Connect this MCP server with your `kpn_` key

该来源不提供完整文件导出（国内平台多为平台内托管），仅存元数据与原链

接入信息

传输形态: http
鉴权方式: 需 API Key（需要配置：key）
端点: https://kopern.run.tools

该服务需要凭证，请按官方文档申请后替换占位符

{
  "mcpServers": {
    "Agents @Kopern.ai": {
      "headers": {
        "Authorization": "Bearer \u003cYOUR_KEY\u003e"
      },
      "url": "https://kopern.run.tools"
    }
  }
}

能力清单

工具	说明
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. Uses YOUR API keys.
kopern_create_agent	Create a new AI agent with a system prompt, model, and optional skills. Returns the agentId.
kopern_get_agent	Get full details of an agent: system prompt, model, skills count, tools count, grading suites count.
kopern_update_agent	Update an agent's configuration (name, system prompt, model, builtin tools, etc.).
kopern_delete_agent	Permanently delete an agent and all its data (skills, tools, grading suites, sessions, connectors).
kopern_deploy_template	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.
kopern_create_grading_suite	Create a grading suite with test cases on an agent. Each case has an input prompt and expected behavior for evaluation.
kopern_run_grading	Run a grading suite on an agent. Executes all test cases, evaluates with configured criteria, returns detailed scores. Uses YOUR API keys.
kopern_run_autoresearch	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.
kopern_create_team	Create a multi-agent team. Agents work together in parallel, sequential (chain), or conditional (router) mode.
kopern_run_team	Execute a multi-agent team on a prompt. Returns each agent's output and the final combined result. Uses YOUR API keys.
kopern_connect_widget	Enable the embeddable chat widget for an agent. Returns the <script> embed code for your website.
kopern_connect_telegram	Connect an agent to Telegram via a bot. Requires a bot token from @BotFather.
kopern_connect_whatsapp	Connect an agent to WhatsApp Business. Requires Meta Cloud API credentials.
kopern_connect_slack	Connect an agent to Slack. Returns an OAuth install URL to authorize in your browser (Slack requires interactive OAuth).
kopern_connect_webhook	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).
kopern_create_pipeline	Create a multi-step pipeline on an agent. Steps chain agents sequentially with configurable input mapping.
kopern_run_pipeline	Execute a pipeline on a prompt. Steps run sequentially, each feeding its output to the next. Uses YOUR API keys.
kopern_list_sessions	List conversation sessions for an agent. Shows purpose, source, token usage, cost, timestamps. No LLM cost.
kopern_get_session	Get full details of a session including message events, tool calls, and metrics. No LLM cost.
kopern_manage_memory	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.
kopern_compliance_report	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.
kopern_get_grading_results	Get detailed results of a grading run: per-case scores, agent outputs, criteria evaluations, improvement notes. No LLM cost.
kopern_list_grading_runs	List grading runs for a suite. Shows score history, pass rates, and versions over time. No LLM cost.
kopern_connect_email	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.
kopern_connect_calendar	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.
kopern_get_usage	Get token usage and cost metrics. Shows input/output tokens, cost, grading runs, and per-agent breakdown. No LLM cost.
kopern_export_agent	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.
kopern_import_agent	Import an agent from a Kopern export JSON. Creates a new agent with all skills, tools, extensions, and grading suites. No LLM cost.

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