Browse 4,370 MCP Server Configurations

Cross-agent failure intelligence: before retrying a failed tool call, check whether other agents hit the same failure and which recovery worked.

Debug container and Kubernetes workloads with eBPF via Inspektor Gadget.

Internet speed testing: download and upload speed, latency, jitter, and CDN server detection with geographic mapping.

ops-mcp MCP server](https://glama.ai/mcp/servers/jaimenbell/vllm-ops-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jaimenbell/vllm-ops-mcp) 🐍 🏠 - Read-only health checks for a local vLLM instance: liveness and real-completion tiers, GPU and VRAM status, service status and serve-flag introspection.

Check whether software services are down using live data from their status pages, including incident details.

Bring real-time production logs, metrics and traces from Last9 into your local environment to fix code.

10x/log10x-mcp MCP server](https://glama.ai/mcp/servers/log-10x/log10x-mcp/badges/score.svg)](https://glama.ai/mcp/servers/log-10x/log10x-mcp) 🎖️ 📇 🏠 ☁️ - Rank log patterns by volume and cost, then compact (Splunk, self-managed Elasticsearch), tier down or offload the excess over each cap. Runs locally; no log data reaches log10x.

app MCP server](https://glama.ai/mcp/servers/tp322d/lastping-app/badges/score.svg)](https://glama.ai/mcp/servers/tp322d/lastping-app) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - Dead man's switch monitoring for AI agents, cron jobs and CI/CD pipelines: alerts when runs go silent, stall, fail or loop, with incident details.

Agent observability platform that discovers and recommends MCP servers, with GA4, Vercel, GitHub and Sentry connectors and ROI tracking.

general-store-repo MCP server](https://glama.ai/mcp/servers/seancrecord/scvd-general-store-repo/badges/score.svg)](https://glama.ai/mcp/servers/seancrecord/scvd-general-store-repo) 📇 🏠 🍎 🪟 🐧 - Track agent tool spending with local, consent-gated JSONL storage.

Measure whether a Claude subscription pays off from local Claude Code logs: surviving Claude-written code, rate-limit drivers and chat usage.

Query and interact with Kubernetes environments monitored by Metoro.

Crash reporting and real user monitoring via the Raygun API.

mcp-server MCP server](https://glama.ai/mcp/servers/@Turbo-Puffin/measure-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@Turbo-Puffin/measure-mcp-server) ☁️ - Privacy-first web analytics: query pageviews, referrers, trends and AI-generated insights for your sites.

Discovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.

Read-only access to Spanlens LLM observability: request logs, costs, agent traces, anomalies, model savings and per-user analytics.

Read-only data quality monitoring for Postgres, BigQuery, Snowflake, MySQL and DuckDB: warehouse profiling, anomaly detection and optional dbt lineage.

mcp-server MCP server](https://glama.ai/mcp/servers/incu6us/loki-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/incu6us/loki-mcp-server) 🏎️ 🏠 🍎 🪟 🐧 - Query Grafana Loki directly with a discovery-first workflow: labels, values, series and LogQL queries, without requiring Grafana.

server-logs-sieve MCP server](https://glama.ai/mcp/servers/Oluwatunmise-olat/mcp-server-logs-sieve/badges/score.svg)](https://glama.ai/mcp/servers/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.

Data freshness verification: probe endpoints for cache staleness, latency, content fingerprints, TLS, DNS and redirects, with FRESH/STALE/UNKNOWN verdicts.

mcp-server MCP server](https://glama.ai/mcp/servers/shibley/apistatuscheck-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/shibley/apistatuscheck-mcp-server) 📇 ☁️ - Check the real-time operational status of cloud services and APIs such as AWS, GitHub, Stripe, OpenAI and Vercel.

mcp MCP server](https://glama.ai/mcp/servers/sudomichael/gizmoanalytics-mcp/badges/score.svg)](https://glama.ai/mcp/servers/sudomichael/gizmoanalytics-mcp) 📇 ☁️ - Cookieless web analytics with Gizmo Analytics: framework-aware setup, traffic queries, site summaries, traffic-change explanations and anomaly detection.

Prometheus integration.

aria MCP server](https://glama.ai/mcp/servers/zw008/vmware-aria/badges/score.svg)](https://glama.ai/mcp/servers/zw008/vmware-aria) 🐍 ☁️ - VMware Aria Operations monitoring for vSphere: performance metrics, alarms, capacity analysis and anomaly detection, with audit logging for write actions.