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.
- 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.
- 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.
- 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.
- 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
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