MCP Servers 447
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Shell
Secure MCP server for whitelisted shell command execution with stdin, argv pipelines, timeouts, and structured audit logging.

HomeLab Monitor
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).

Trace
Code graph MCP: 81 languages, 87 frameworks, 72.8% fewer PR-review tokens, comprehension at parity

Log Analyzer With
A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation

Loki
An MCP ( Model Context Protocol ) Server for Grafana Loki

Alibabacloud Observability

Gopher
C++ MCP SDK - build Model Context Protocol (MCP) servers and clients in C++ / CPP.

Spring Ai Playground
Safe local execution layer for AI agent tools.
Auth0 MCP Server
Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language

three.ws Alerts
Create, update, and delete pump.fun alert rules and read fired-alert history across channels.

Prometheus MCP Server
An API-complete MCP server to manage Prometheus-compatible backends.
Appsignal
MCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges.
Fly Io
MCP server for managing Fly.io machines, apps, logs, and Docker images.
Hatchbox
MCP server for Hatchbox Rails hosting — env var inspection, deploys, and process monitoring.
Langfuse
MCP server for Langfuse LLM observability — trace and observation analysis.
ExecBro
Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots
Servicegraph
Datasets for founders: directories, newsletters, and agencies, with metrics attached.

ZizkaDB
Self-hosted DB for AI agents.

Grafana Analyzer
让AI助手直接分析你的Grafana监控数据 - A Model Context Protocol server for Grafana data analysis

Ai Brand Monitor
Track brand mentions across Perplexity, ChatGPT, Claude & Gemini AI search inside any MCP agent.
Sentry
Track errors, manage performance alerts, and configure dashboards and monitors
