Opair

The coding harness that eschews autonomy

Tools

This page documents developer tools that are not shipped with Opair; they live in the repo.

mcpprobe

mcpprobe is a diagnostic tool for MCP servers. It connects to a server, runs a full handshake and prints what it finds.

Building

From the repo root:

go build -o mcpprobe ./cmd/mcpprobe

Usage

mcpprobe <url> [tool [argumentsJSON]]

With just a URL, mcpprobe connects and lists the server's tools. Read-only tools are marked [read-only].

With a tool name, it calls that tool and prints the full result:

mcpprobe https://api.githubcopilot.com/mcp/ get_me
mcpprobe https://api.githubcopilot.com/mcp/ create_issue '{"owner":"me","repo":"my-repo","title":"Hello"}'

Authentication

mcpprobe reuses Opair's stored tokens. It reads ./mcp-tokens.json and, for GitHub URLs, headers from ./mcp/github.json. Both paths are relative to where you run it. From the repo root everything lines up: the Makefile points OPAIR_MCP_DIR at the repo's mcp/ directory, and tokens are stored next to it.

If it prints no stored token for <url>, sign in first with opair mcp auth {server}.

Raw modes

For poking at the protocol itself, two extra modes print every byte. Only reach for these when you need to see exactly what goes over the wire.

Examples:

mcpprobe -raw -ver 2026-07-28 https://mcp.atlassian.com/v1/mcp/authv2
mcpprobe -flow -quiet -call get_me https://api.githubcopilot.com/mcp/