Logs, metrics, traces and alerts.
Orchestration + observability + coach layer for Claude Code token optimization. Measures tool usage, enforces budgets, advises on complementary tools (serena, RTK), and proactively surfaces savings tips.
AI agent vision for GitHub repository monitoring — with ROI measurement. perceptdot.com
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.
MCP server for Linux system monitoring — CPU, memory, disk, network, processes, systemd services, and system logs for Claude, Cursor, and AI agents
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
A Model Context Protocol (MCP) server that provides intelligent web reading capabilities using the Jina AI Reader API. It extracts clean, LLM-ready content from any URL.
MCP server that scaffolds Chassis backends — an Express 5 + TypeScript starter with a database, auth and an optional Next.js front end. Lets an AI agent create a working, tested project in one tool call.
perceptdot MCP server for Sentry error tracking
MCP server providing AI agent observability — tracing, cost tracking, performance monitoring, and audit trails
Outage radar for AI agents. LLM pricing, status, inference performance, and real-time agent-reported failure signals. 9 tools. No auth required.
Step-by-step observability for MCP agent workflows
Health monitoring for all your MCP servers
Ionhour MCP Server -- connect AI assistants to your uptime monitoring workspace
A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter) models — Web UI, CLI, and MCP interface over one shared store.
The largest Claude Code plugin marketplace. 500 plugins, 600+ developer tools in one MCP server. Security, testing, DevOps, CI/CD, databases, frontend, backend, API design, ML/AI, mobile, cloud, serverless, authentication, monitoring, and more.
Model Context Protocol (MCP) server for local system statistics, CPU, RAM, Disk, GPU, and process monitoring.
MCP server for writing structured traces, spans, and decisions — the only write-path observability MCP for EU AI Act traceability compliance
MCP server with 18 tools for AI agent infrastructure — persistent memory, API drift detection, and HMAC-signed trust receipts
MCP server for StillOnline — uptime monitoring and status pages from Cursor, Claude Code, and other MCP clients.
Cut 79-91% of the input tokens your logs and command output cost. MCP server or drop-in proxy: park bytes outside the conversation, fetch exact slices, draw a slice as dense PNG pages when that is cheaper - and it says when plain text is cheaper instead.