Introducing Ostack: Orchestrate Your AI Stack

Today we are launching Ostack, a platform for managing MCP connections, AI agents, and infrastructure tooling in one place. We built Ostack because we believe the future of AI development depends on orchestration — not just models.

The Problem

As AI agents become more capable, they need access to more tools: databases, APIs, code repositories, communication platforms. The Model Context Protocol (MCP) provides a standard for connecting agents to these tools, but managing those connections at scale is a different challenge entirely.

Teams today are managing MCP configurations through scattered YAML files, environment variables, and ad-hoc scripts. There is no central place to see which connections are active, which versions of MCP servers are deployed, or which agents have access to what.

What Ostack Does

Ostack provides a unified control plane for your AI infrastructure:

• Connection management — Configure, monitor, and rotate credentials for all your MCP connections from one dashboard.
• Stack orchestration — Group tools, agents, and resources into deployable stacks with version pinning and rollback.
• Guardrails — Define boundaries for what agents can access and do, enforced at the platform level.
• Team collaboration — Role-based access control, SSO (SAML 2.0, OIDC), approval flows for sensitive operations, audit trails, and data residency — all from day one.

How It Works

At its core, Ostack sits between your AI agents and the tools they use. When an agent needs to call an MCP server, the request routes through the Ostack connection proxy. The proxy handles authentication, enforces guardrails, and logs the interaction — all without requiring changes to the agent or the MCP server.

A minimal stack configuration looks like this:

name: my-ai-stack
version: "1.0"
connections:
  - name: github
    mcp: github-mcp@2.1.0
    credentials: vault://github-token
  - name: slack
    mcp: slack-mcp@1.4.2
    credentials: vault://slack-bot-token
guardrails:
  max-tokens-per-request: 4096
  allowed-repos: ["org/frontend", "org/api"]

What's Next

This launch is just the beginning. Our roadmap includes:

• Analytics and observability for agent interactions
• A marketplace for curated MCP connectors
• CLI tooling for GitOps-style stack management
• Public API for custom integrations

We are excited to build this with you. If you are interested in trying Ostack, join our waitlist or reach out to our team.