MCP: JFrog MCP Server
by JFrog
JFrog's official remote MCP server: 100+ tools across Artifactory, Xray and Curation, hosted on JFrog Cloud with OAuth and no client install.
OpenAI's customer-run tunnel client: reach a localhost or private-network MCP server from ChatGPT, Codex, the Responses API and AgentKit without opening an inbound firewall rule.
Set up this MCP server in your favorite AI agent — copy a ready-made configuration below.
An MCP server running on a laptop, a VM or inside a Kubernetes cluster is unreachable from a hosted product — and the usual fix, a public endpoint plus an inbound firewall rule, is exactly what a security team will refuse. tunnel-client is OpenAI's answer: the customer runs the client, the client dials out to an OpenAI-hosted tunnel endpoint, and ChatGPT, Codex, the Responses API and AgentKit reach the MCP server through it while the server itself stays off the public internet.
The design assumption is that something in production will eventually depend on this tunnel, so it behaves like infrastructure. It exposes /healthz, /readyz, /metrics and a /ui endpoint, so readiness can be checked and the tunnel wired into existing monitoring before a connector or API call is pointed at it. The repository documents Docker, Kubernetes and VM deployment paths, plus a troubleshooting guide covering readiness, connector discovery and OAuth failures.
Beyond the standalone binary, the module is importable as a Go SDK. Using the MCP SDK's in-memory transport pair, a Go MCP server can run in the same process as the tunnel client and never bind a port or use stdio at all — you hand the server side of the transport to your server and the client side to tunnelclient.New. For teams building a compatible client in another language, the protocol is documented and an OpenAPI schema ships in the repository.
Roles, groups, tunnel IDs and API keys are documented separately, so a tunnel can be scoped rather than handed out as a single shared credential.
Apache-2.0 licensed and published by OpenAI. tunnel-client help quickstart is the shortest path from a localhost server to a working connector.
Covered in the Weekly
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