How to Monitor MCP Server Calls After Deployment
Ok-Goose3332 · reddit · 2026-07-13
The author connected an MCP server to Claude and Cursor to access an internal Postgres database and reporting APIs, but realized they had almost zero visibility into it after deployment.
They raised three practical questions:
- Which tools are being called, by whom, and how frequently?
- How can timeouts, parameter errors, and code bugs be caught before users complain?
- If access is monetized in the future, how can they track who is consuming what?
The author tried general API analytics, API gateways, and MCP billing solutions, but none provided adequate "tool-level" observability. They want to know if this is a common pain point and whether building a lightweight, plug-and-play solution is worthwhile.
More from coding & agent
- Cursor publishes a strong deep dive on agent swarms for coding workflows — Sam_Witteveen · 2026-07-21
- A deleted NanoGPT PR still propagated into later world-record submissions — yacineMTB · 2026-07-21
- Soft Clamp cuts tool-call overuse in multi-teacher distillation, from 13.7% to 9.0% — antgroup · 2026-07-21
- Agent harness memory loss and compaction are still a major usability problem — adityaag · 2026-07-21
- SpecJudge runs locally on Ollama to pick the right-sized AI model for your project — jokiruiz · 2026-07-21
- A developer maps out six design rules for CLIs that humans and AI agents can both use — yujiezha · 2026-07-21