The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Archestra
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
Install
git clone https://github.com/archestra-ai/archestraInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →The all-in-one open-source enterprise AI platform.
Built on a strong security and observability foundation: SSO and RBAC, sandboxed code execution, Lethal-Trifecta guardrails, OpenTelemetry traces, and Prometheus metrics — first-class, not bolted on.
Quickstart · Docs · Releases · Slack
https://github.com/user-attachments/assets/912b85e2-ef14-4e83-a807-5e2a81457a88
What it does
Point your users — or your agents, or Claude / Codex / Cursor — at one URL. Archestra handles the rest:
- 💬 Chat for non-technical users. Internal AI assistant with projects, MCP apps, and Slack, MS Teams, and email front-ends.
- 🛠️ Developer LLM & MCP portal. One token for Claude Code, Codex, Cursor — see the proxy.
- 🚪 LLM gateway for any provider (Anthropic, OpenAI, Azure, Bedrock, DeepSeek, …) with cost limits, virtual API keys, and dynamic model routing.
- 🔌 MCP gateway with OAuth + On-Behalf-Of so tools run as the user, not a shared service account.
- 🤝 A2A gateway for agent-to-agent triggers.
- 📦 Private MCP registry so teams ship their own tools — see registry docs.
- 🎼 MCP orchestrator with a Kubernetes operator and self-serve promotion.
- 🤖 Agent runtime with scheduled / email / webhook triggers, sub-agent delegation, reusable skills, sandboxed code execution, and a K8s-native filesystem.
- 📚 RAG knowledge base plumbed via connectors to your existing stack.
- 🧩 Mini app builder — see apps.
- 🛡️ Deterministic guardrails for tool calls and Lethal Trifecta protections.
- 🪪 Identity & access with SSO (OIDC, SAML, Okta, Entra), RBAC with role mapping & team sync, and secrets management.
- 🌎 Environments with per-env egress policies and per-env cost limits.
- 🔭 Observability out o
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