Comprehensive MCP server providing AI agents with visual, development, and design validation tools
Logs, metrics, traces and alerts.
Comprehensive MCP server providing AI agents with visual, development, and design validation tools
AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
MCP server for Authentik API with diagnostic and read-only capabilities
Production-ready MCP server framework with concurrency control, auth, and observability
MCP Server for NeuBird AI-powered production operations
Step-by-step observability for MCP agent workflows
Observe any running process from your agent. strace, py-spy, perf, lsof, tcpdump as evidence.
Monitor, audit, and analyze agent/subagent routing and tool usage in OpenCode sessions
Model Context Protocol server for AcruxCore — prompts, tool catalog, AI gateway, traces and evaluations as MCP tools
Checksummed native distribution of the MCP Eval CLI
Lujo-MCP — MCP Runtime Debugging Context Server for AI coding agents. Gives Claude, Cursor, Trae and any MCP-compatible client real runtime debugging context: browser errors, console logs, network failures, UI interaction traces and session context. Zero-
Agent 行为守护桌宠:跨 agent 监控可疑外传(加密打包直传对象存储 / DNS 外泄线索 / 敏感密钥被读),发现即告警,明确确认后按「一次一个」终止目标 agent;事件写入只追加 guard-events.jsonl,并通过 DSH host 工具 + MCP(stdio) 供其它 agent 查询
Describe a dashboard and an AI agent builds it live in Lens: Kubernetes metrics per cluster or across your whole fleet, as Perses JSON you own.
A Model Context Protocol (MCP) server for Prometheus Alertmanager
Process management and monitoring for AI agents with strict security boundaries
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models.
AI coding agent observability — DevTools-style waterfall visualizer for Claude Code, Codex CLI, and GitHub Copilot Chat
Unified MCP server for the Moltiverse Agent Economy — Ink (Tsunami V3 DEX, Sentry Agent Launch Factory, Tydro lending, NADO perps, Citadel LP Locker, ZNS .ink domains, Subgraph analytics, Relay cross-chain, ERC-8004 agent identity, DailyGM) + Solana (Sent
Official Model Context Protocol (MCP) server for @blursec/sdk — lets AI agents check credentials, tokens, and sessions against live stealer-log threat intel.
Local-first dashboard + MCP for Claude Code and Codex token usage. Per-MCP/tool breakdown.