Cuga Agent

CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture,…

MCP server Memory & knowledge AI & LLM tooling

Install

$npx skills add https://github.com/anthropics/skills --skill pptx -a universal

Claude Code

claude mcp add cuga-agent -- npx skills add https://github.com/anthropics/skills --skill pptx -a universal

Cursor / Claude Desktop (mcp.json)

{
  "mcpServers": {
    "cuga-agent": {
      "command": "npx",
      "args": [
        "skills",
        "add",
        "https://github.com/anthropics/skills",
        "--skill",
        "pptx",
        "-a",
        "universal"
      ]
    }
  }
}

Install command taken from the project's README or registry entry. Always review code before running it.

README excerpt

Read full README on GitHub →

CUGA: Configurable Generalist Agent — Agent Harness for the Enterprise

Start with a generalist. Customize for your domain. Deploy faster!

Building a domain-specific enterprise agent from scratch is complex and requires significant effort: agent and tool orchestration, planning logic, safety and alignment policies, evaluation for performance/cost tradeoffs and ongoing improvements. CUGA is a state-of-the-art generalist agent designed with enterprise needs in mind, so you can focus on configuring your domain tools, policies and workflow.

Why CUGA? — A generalist agent harness for the enterprise: wire your APIs and MCP servers, tune reasoning and task modes, and govern behavior with policies—without rebuilding orchestration from scratch.

Feature How

MCP, OpenAPI & LangChain tools mcp_servers.yaml · CugaAgent(tools=[...])

Code generation profiles (fast / balanced / accurate) [features] cuga_mode in settings.toml · configurations/modes/

Hybrid API + browser tasks [advanced_features] mode = 'hybrid' · Playwright + browser extension

Multi-agent (CugaSupervisor) cuga start demo_supervisor · [supervisor] in settings.toml

Event-driven agents (channels · triggers · standing flows) cuga start demo + python -m cuga.backend.events.service — web chat, Slack/Discord/Telegram, webhooks, cron/poll/push flows armed from natural language with a human confirming each one, one supervisor agent over a YAML roster. Runs as a second service beside CUGA (:7860 + :8100); CUGA is unchanged when it is not deployed. Setup and the per-connector guides live in the events documentation repository.

A2A & remote agents External agent entries in supervisor config · CugaSupervisor

Policies & HITL Policies SDK — Intent Guard, Playbook, Tool Approval, Tool Guide, Output Formatter

Manage & publish cuga start manager · draft tools, MCP, LLM, and policies in the web UI, then publish a versioned config for production chat (details)

Reflection [advanced_features] reflection_enabled in settings.toml

Tool-call budgets [advanced_features] max_tool_calls_per_block / _per_run / _per_thread in settings.toml

Langflow Low-code visual workflows — integrates with CUGA (langflow.org)

Knowledge (RAG) enable_knowledge=True (default) · ingest PDFs/Office/HTML/Markdown via Docling · agent-level + session-level scopes · cuga start demo_knowledge · details

Agent skills SKILL.md under .cuga/skills (default) · cuga start demo_skills (sandbox_mode = "native" by default, or opensandbox) · or demo --sandbox with [skills] on · Agent skills

Self-host on a cluster Helm chart and deploy scripts in deployment/ · Kubernetes guide (local kind/minikube, or registry push for cloud clusters)

[SDK](https://docs.cuga.dev/docs/sdk/c

Feature	How
MCP, OpenAPI & LangChain tools	`mcp_servers.yaml` · `CugaAgent(tools=[...])`
Code generation profiles (fast / balanced / accurate)	`[features] cuga_mode` in `settings.toml` · `configurations/modes/`
Hybrid API + browser tasks	`[advanced_features] mode = 'hybrid'` · Playwright + browser extension
Multi-agent (CugaSupervisor)	`cuga start demo_supervisor` · `[supervisor]` in `settings.toml`
Event-driven agents (channels · triggers · standing flows)	`cuga start demo` + `python -m cuga.backend.events.service` — web chat, Slack/Discord/Telegram, webhooks, cron/poll/push flows armed from natural language with a human confirming each one, one supervisor agent over a YAML roster. Runs as a second service beside CUGA (:7860 + :8100); CUGA is unchanged when it is not deployed. Setup and the per-connector guides live in the events documentation repository.
A2A & remote agents	External agent entries in supervisor config · CugaSupervisor
Policies & HITL	Policies SDK — Intent Guard, Playbook, Tool Approval, Tool Guide, Output Formatter
Manage & publish	`cuga start manager` · draft tools, MCP, LLM, and policies in the web UI, then publish a versioned config for production chat (details)
Reflection	`[advanced_features] reflection_enabled` in `settings.toml`
Tool-call budgets	`[advanced_features] max_tool_calls_per_block / _per_run / _per_thread` in `settings.toml`
Langflow	Low-code visual workflows — integrates with CUGA (langflow.org)
Knowledge (RAG)	`enable_knowledge=True` (default) · ingest PDFs/Office/HTML/Markdown via Docling · agent-level + session-level scopes · `cuga start demo_knowledge` · details
Agent skills	`SKILL.md` under `.cuga/skills` (default) · `cuga start demo_skills` (`sandbox_mode = "native"` by default, or `opensandbox`) · or `demo --sandbox` with `[skills]` on · Agent skills
Self-host on a cluster	Helm chart and deploy scripts in `deployment/` · Kubernetes guide (local kind/minikube, or registry push for cloud clusters)

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