dynatrace-oss/dynatrace-mcp A MCP Server Official Active
dynatrace-oss/dynatrace-mcp
Leverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics.
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Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.
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Developer Tools248Finance & Fintech210Knowledge & Memory128Search & Data Extraction102Other Tools and Integrations93Security92Communication81Aggregators64Workplace & Productivity63Browser Automation56Databases47Marketing47Cloud Platforms41Art & Culture36Coding Agents33Gaming31Travel & Transportation30Monitoring28Multimedia Process28Social Media28Location Services25File Systems18Data Platforms18E-Commerce18Results
getsentry/sentry-mcp B MCP Server Active
getsentry/sentry-mcp
Sentry.io integration for error tracking and performance monitoring
andreisirbu91-lab/MCPSpend B MCP Server Active
andreisirbu91-lab/MCPSpend
Real-time cost observability for MCP tool calls. Transparent proxy auto-detects every MCP client (Claude Desktop, Cursor, Windsurf, VS Code, Claude Code, Zed, Continue.dev, Cline, Goose) and attributes spend per tool, per project, per end-customer. `npx @mcpspend/proxy add` install. Free tier 25K calls/month, no card. MIT proxy on npm. EU-hosted, GDPR-ready.
agentkitai/agentlens C MCP Server Active
agentkitai/agentlens
Tamper-evident observability for AI agents: a SHA-256 hash-chained audit log with chain verification and signed export (EU AI Act Art. 12). Instrument any agent with zero code via `npx -y @agentlensai/mcp`; also ingests OpenTelemetry GenAI traces.
smigolsmigol/llmkit C MCP Server Active
smigolsmigol/llmkit
AI API cost tracking and budget enforcement across 11 LLM providers. 6 tools for spend analytics, budget monitoring, session summaries, and key management.
enmanuelmag/heimdall-mcp C MCP Server Active
enmanuelmag/heimdall-mcp
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, measures latency, and stores traces in SQLite, PostgreSQL, or MySQL. Exports OpenTelemetry (OTLP) spans to Jaeger, Tempo, or Grafana. Supports stdio, HTTP, and SSE transports. `npx @cardor/heimdall-mcp`
spanlens/Spanlens C MCP Server Active
spanlens/Spanlens
Query your Spanlens LLM observability from any MCP client. 7 read tools for request logs, agent traces, cost stats, anomalies, model-savings, and per-user analytics across OpenAI, Anthropic, and Gemini. Open source, self-hostable. `npx -y @spanlens/mcp-server`
imprvhub/mcp-status-observer C MCP Server Active
imprvhub/mcp-status-observer
Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
iris-eval/mcp-server C MCP Server Active
iris-eval/mcp-server
MCP-native agent evaluation and observability server with trace logging, output quality evaluation, cost tracking, 12 built-in eval rules, real-time dashboard, and PII detection.
arnavranjan005/mcp-telemetry C MCP Server Active
arnavranjan005/mcp-telemetry
Socket.IO-style telemetry for MCP servers. Instrument a tool call with a few lines of `mcp-telemetry-sdk`, and `telemetry_subscribe` streams its live progress (steps, logs, cost, done) to any connected MCP client via `notifications/progress` — no polling, and a job started in one session can be watched from a completely different one.
TANTIOPE/datadog-mcp-server C MCP Server Active
TANTIOPE/datadog-mcp-server
MCP server providing comprehensive Datadog observability access for AI assistants. Features grep-like log search, APM trace filtering with duration/status/error queries, smart sampling modes for token efficiency, and cross-correlation between logs, traces, and metrics.
argosvix/mcp-server C MCP Server Active
argosvix/mcp-server
Observability for AI agents: 87 tools to query LLM cost, errors, and latency across OpenAI/Anthropic/Gemini/Mistral, and operate alerts, budget gates, evals, and safety checks from Claude/Cursor. Install: `npx -y @argosvix/mcp-server`.
GT-dinuo/server-ops-mcp C MCP Server Active
GT-dinuo/server-ops-mcp
Server ops via AI: log troubleshooting, CPU/memory/disk monitoring, code edit, Nginx & certificate management. Local or SSH-remote with two-step confirmation, command whitelist, and secret redaction. Install: `npx -y server-ops-mcp`.
clamp-sh/mcp D MCP Server Maintained
clamp-sh/mcp
AI-native web analytics. Query pageviews, top pages, referrers, countries, devices, and custom events. Create conversion funnels and alerts.
metrxbots/mcp-server D MCP Server Maintained
metrxbots/mcp-server
AI agent cost intelligence — track spend across providers, optimize model selection, manage budgets with enforcement, detect cost leaks, and prove ROI. 23 tools across 10 domains.
us-all/datadog-mcp-server D MCP Server Maintained
us-all/datadog-mcp-server
Datadog observability — 168 tools across metrics, monitors, logs, APM, RUM, incidents, status pages, fleet automation, workflows. 4 workflow Prompts and `incident-triage-snapshot` aggregation that fans out to 4 fetches in one call.
jabbawocky/statuscraft D MCP Server Active
jabbawocky/statuscraft
MCP server that checks the live status of 3831 software services in real time. Ask your AI agent "is GitHub down?" or "what's wrong with Sentry?" — and get a live answer pulled directly from official status pages, including full incident detail when something is broken. `npx -y github:jabbawocky/statuscraft`
shibley/apistatuscheck-mcp-server D MCP Server Active
shibley/apistatuscheck-mcp-server
Check real-time operational status of 114+ cloud services and APIs (AWS, GitHub, Stripe, OpenAI, Vercel, etc.) directly from AI assistants. Published on npm.
hugoles/langfuse-mcp D MCP Server Maintained
hugoles/langfuse-mcp
TypeScript MCP server for the Langfuse Public API. 27 read tools covering traces, observations, sessions, scores, score-configs, prompts (with version/label), datasets, dataset items, dataset runs, metrics, models, projects, comments, media, and health. Distributed as `npx -y langfuse-mcp` with provenance-signed releases.
Turbo-Puffin/measure-mcp-server D MCP Server Maintained
Turbo-Puffin/measure-mcp-server
Privacy-first web analytics with native MCP server. Query pageviews, referrers, trends, and AI-generated insights for your sites.
mikusnuz/umami-mcp D MCP Server Stale
mikusnuz/umami-mcp
Full-coverage MCP server for Umami Analytics API v2 — 66 tools for websites, stats, sessions, events, reports, users, teams, and realtime monitoring.
Alog/alog-mcp D MCP Server Maintained
saikiyusuke/alog-mcp
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform.
perceptdot/percept D MCP Server Maintained
perceptdot/percept
AI-powered observability platform for agents. Auto-discovers and recommends MCP servers; built-in connectors for GA4, Vercel, GitHub, and Sentry with ROI tracking. `npx -y @perceptdot/core`
sudomichael/gizmoanalytics-mcp D MCP Server Maintained
sudomichael/gizmoanalytics-mcp
Gizmo Analytics — cookieless web analytics for AI coding agents. Framework-aware install (Next/Remix/SvelteKit/Nuxt/Astro/Vite/React/HTML), OAuth onboarding, 28 tools for setup + query + workflow operations (summarize_all_sites, explain_traffic_change, detect_anomalies). Hosted MCP at gizmoanalytics.io/mcp.
ejcho623/agent-breadcrumbs D MCP Server Stale
ejcho623/agent-breadcrumbs
Unified agent work logging and observability across ChatGPT, Claude, Cursor, Codex, and OpenClaw with config-first schemas and pluggable sinks.
Oluwatunmise-olat/mcp-server-logs-sieve D MCP Server Stale
Oluwatunmise-olat/mcp-server-logs-sieve
Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS CloudWatch, Azure Log Analytics, Grafana Loki, and Elasticsearch
MindscapeHQ/server-raygun D MCP Server Stale
MindscapeHQ/mcp-server-raygun
Raygun API V3 integration for crash reporting and real user monitoring
alimuratkuslu/byok-observability-mcp D MCP Server Stale
alimuratkuslu/byok-observability-mcp
Comprehensive MCP server for Grafana, Prometheus, Kafka UI, and Datadog with a secure "Bring Your Own Key" or BYOK model.