Agent-ready APIs

    Turn existing APIs into safe, ready-to-use MCP tools

    Your APIs already exist — behind a gateway, behind zero-trust security, documented in Swagger. Jundago wraps them in a Model Context Protocol (MCP) server so AI agents can call them under the same rules your human clients follow, without writing any glue code.

    1. How it works

      Ingest the specs you already have

      Point Jundago at your OpenAPI documents — on-premises gateways, Kubernetes services or generated APIs. They land in the Centralized Swagger catalog as one merged, versioned source of truth.

    2. How it works

      Select the operations agents may use

      Choose which operations become MCP tools. Everything else stays invisible to the model. Tool descriptions and schemas come from the spec, so they never drift from the real API.

    3. How it works

      Attach auth and limits per tool

      API keys, OAuth2 client credentials or zero-trust adapters, plus per-tool rate limits, concurrency caps and burst policies. Partner tokens are issued and rotated in the app.

    4. How it works

      Prove it in the sandbox

      Test each tool in the MCP sandbox with redacted request/response logging and a full audit trail before any partner or agent gets access.

    Outcomes

    • One MCP endpoint fronting many internal services
    • No secrets in prompts — credentials stay on the server
    • Redacted logs and immutable audit of every tool call
    • Per-tool rate limits keep agents from overwhelming your backends