A
license-
qualityD
maintenanceMCP server for tracing, logging, and debugging multi-agent systems by capturing sessions, spans, and events in a queryable trace tree.
Last updated
1
MIT
69,521 servers. Last updated
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"MobX-State-Tree" matching MCP servers:
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- AlicenseAqualityCmaintenanceEnables AI agents to manage Stape.io infrastructure, including container management, custom domains, power-ups, request logs, and Stape Store NoSQL database operations.Last updated19MIT
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- AlicenseBqualityBmaintenanceMCP server for managing MikroTik RouterOS devices, enabling reading device state and performing guarded write operations such as setting identity via natural language.Last updated10Apache 2.0
- AlicenseBqualityAmaintenanceRead-only MCP server for Kafka cluster health, consumer lag, partition state, and replay-readiness, enabling AI agents to diagnose streaming incidents without write access.Last updated82MIT
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ravendb-mcpofficial
Alicense-qualityAmaintenanceA local, read-only MCP server for RavenDB diagnostics, providing 21 tools to inspect cluster, database, index, task, storage, and performance state, plus logs and data.Last updated2MIT- Alicense-qualityDmaintenanceProvides AI assistants with direct access to Red Hat OpenShift AI observability data, enabling querying of Prometheus metrics, Alertmanager alerts, Loki logs, Grafana dashboards, and Kubernetes cluster state to troubleshoot vLLM inference workloads.Last updated4MIT
- Alicense-qualityFmaintenanceActs as a proxy between your app and Reactotron, enabling AI assistants to read logs, inspect state, monitor network requests, and trigger custom commands.Last updated233MIT
- Alicense-qualityBmaintenancePiPeFlow passively tracks AI agent workflow states using a finite state machine, providing tools for declaring, advancing, and auditing pipelines with annotations and reports.Last updatedMIT
- Alicense-qualityBmaintenanceGround-truth receipt system for hallucination detection — captures verified state snapshots before and after agent actions.Last updatedMIT
- Alicense-qualityBmaintenanceEnables autonomous SRE incident investigation by allowing users to describe incidents in natural language. The agent follows a governed state machine to gather read-only evidence and produce grounded conclusions.Last updatedMIT
- Alicense-qualityBmaintenanceProvides structured error classification and recovery guidance for MCP agents, turning opaque failures into actionable retry and state information.Last updated18MIT
- Alicense-qualityBmaintenanceExposes SereneDB server state as read-only MCP tools (status, storage, memory, activity, threads, profile, callgraph, host, config, and optional set_setting) so agents can query live database health and metrics with evidence-backed findings instead of viewing screenshots.Last updated4Apache 2.0
- Alicense-qualityBmaintenanceAn MCP server that gives your AI assistant full awareness of your local dev environment — running processes, Docker containers, git state, open ports, log files, and more.Last updated2761MIT
