nikolai-vysotskyi/trace-mcp — MCP server for Claude Code and Codex.

Description and use

The **trace‑mcp** project provides a lightweight MCP (Message Control Protocol) server that bridges Claude Code and Codex, enabling seamless communication between these AI coding assistants and external tools. By handling a single “tool call” through the server, it can replace roughly 42 minutes of manual agent exploration, dramatically speeding up code‑generation workflows. It’s designed as an open‑source backend utility for AI/ML developers and DevOps teams.

Problem

nikolai-vysotskyi/trace-mcp helps connect AI assistants to real tools and data through a standard protocol.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

Source