Monitoring & Observability

Browser dashboard for Claude Code and Codex — monitor every agent session live, chat with agents, and manage all your sessions from one screen.

Heimdall - AI-powered SRE Agent for incident management, root cause analysis, and reliability engineering

Plain-English website security check for agents: certificate, headers, scripts, forms, spam.

BugTape CLI: connect Claude Code, Cursor, Codex or Grok to your production bugs over MCP. Replay, request, console and stack for every user-reported or silent failure.

MCP server for Monitor observability platform — query events, analytics, and diagnostics

Know your agent stopped working before your customer does. Alerts on missing activity, failure streaks and undelivered messages from a JSONL event log. CLI, library, and MCP server. Zero dependencies.

MCP server for Site Spy — lets AI agents monitor websites for changes

WinKit MCP server - local Windows observability and diagnostics for AI agents, launched over stdio.

MCP-сервер поверх INSO Error Logs Service. Read-only tools (search, analytics, fingerprinting, correlations) для подключения Claude Desktop/Code и ChatGPT к логам ошибок. Streamable HTTP transport + stdio для npx-запуска.

Generic MCP-to-OTLP forwarder. Wraps any MCP server and emits OTel traces to OTEL_EXPORTER_OTLP_ENDPOINT.

Live X/Twitter search, profiles, leads, pain points, bot checks, AI digests. Paid per call, x402.

Agent tracing, cost tracking, anomaly detection for LLM agents

Secure, read-only MCP server for Microsoft SQL Server with performance monitoring

Hand a production error to the coding agent you already use — it claims it and writes the fix.

MCP server for TunnelHub automations and monitoring

CodeAtlas MCP server — 57 tools + 8 resources that expose live codebase architecture (routes, sequences, diffs, impact analysis, architecture violations, read-only SQL access) and AI-driven code review (per-entry-point review, evidence-gated findings, cus

AI agent vision for Google Analytics 4 — with ROI measurement. perceptdot.com

CLI for Pisama. `init` patches your project, `verify` round-trips a verification trace, `mcp` runs the MCP server, `analyze-atif` runs Pisama detectors on Harbor trajectories (locally via --local, or against the hosted API).

25 expert React Native agents — upgrades and New Architecture migration, debugging, animation and gestures, performance, security, offline sync, navigation and deep linking, push notifications, permissions, iOS/Android parity, state management, accessibil

MCP server for Alibaba Cloud SLS (Simple Log Service) - query logs to assist development debugging