"Gin" matching MCP servers:

• Shepherd MCP

  neuralis-in

  A

  license

  B

  quality

  D

  maintenance

  Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.

  Last updated 2026-01-03

  18

  MIT

• Network AI Assistant

  angoran

  F

  license

  B

  quality

  D

  maintenance

  Asynchronous MCP server for unified multi-platform network infrastructure management, providing 97 tools across 10 connectors including SSH, MikroTik, Palo Alto, Aruba, Graylog, LibreNMS, Cisco APIC/NDFC, and Panorama.

  Last updated 2026-04-11

  97

  21

• MCP Prometheus

  yeonkyu-git

  F

  license

  C

  quality

  D

  maintenance

  An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

  Last updated 2026-03-24

  12