"IGN" matching MCP servers:

MCP server for Inductive Automation Ignition, enabling AI assistants to browse and write tags, query history and alarms, manage projects, and deploy Perspective views through natural language.

Enables AI assistants to manage and interact with Ignition Gateway 8.3+ through a curated set of tools covering gateway administration, projects, resources, tags, alarms, historian data, and script execution via the REST API.

Enables AI assistants to interact with Inductiveautomation's Ignition SCADA/MES platform through its REST API. Provides 45+ tools for gateway management, project operations, backup handling, log analysis, and license activation.

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.

Enables coding agents to read a replay link or a gn-tracing-*.zip package, surfacing console errors with source-mapped stacks, failed requests, and the user timeline.

Enables state-aware Terraform/OpenTofu plan evaluation against live AWS topology and CloudWatch telemetry, detecting reliability blast radius and FinOps waste before merge.

Extracts structured incident analysis from raw communication logs, classifying events by NIST SP 800-61 phases with severity assessment and responder metrics.