Underrated MCP Use: Giving Coding Agents Like Claude Code Real Production Telemetry

samuelcolvin · x · 2026-09-18

An underrated use of MCP: giving coding agents access to real production context. Pydantic Logfire can expose production telemetry directly to tools like Claude Code and Cursor via its MCP server, letting agents ground their work in actual runtime data instead of guesses.

Part of the same Logfire MCP ecosystem highlighted in the Dosu case study.

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