by avivsinai
Provides a Model Context Protocol server that enables AI agents to query Langfuse trace data for enhanced debugging and observability.
by pydantic
Provides tools to retrieve and query OpenTelemetry trace and metric data from Pydantic Logfire, allowing LLMs to analyze distributed traces and run arbitrary SQL queries against telemetry records.
by netease-im
Provides a suite of tools to send messages and retrieve IM/RTC data, statistics, and analytics for Yunxin services.
by netdata
Delivers real‑time, per‑second infrastructure monitoring with zero‑configuration agents, on‑edge machine‑learning anomaly detection, and built‑in dashboards.
by msgbyte
Provides integrated website traffic analysis, uptime checking, and server health monitoring in a single self‑hosted platform.
by metoro-io
Provides an MCP server that exposes Metoro's eBPF‑based telemetry APIs to large language models, enabling AI‑driven queries and insights about Kubernetes clusters.
by last9
Provides AI agents with real‑time production context—including logs, metrics, traces, and alerts—through a Model Context Protocol server, enabling automatic code fixing and faster debugging.
by honeycombio
Enables LLMs to query and analyze Honeycomb observability data across multiple environments via the Model Context Protocol, providing real‑time insights into datasets, SLOs, triggers, and more.
by grafana
Provides programmatic access to a Grafana instance and its surrounding ecosystem through the Model Context Protocol, enabling AI assistants and other clients to query and manipulate dashboards, datasources, alerts, incidents, on‑call schedules, and more.
by dynatrace-oss
Provides a local server that enables real‑time interaction with the Dynatrace observability platform, exposing tools for querying data, retrieving problems, sending Slack notifications, and integrating AI assistance.
by VictoriaMetrics-Community
Provides a Model Context Protocol server exposing read‑only VictoriaMetrics APIs, enabling seamless monitoring, observability, and automation through AI‑driven assistants.
by TocharianOU
Provides a Model Context Protocol (MCP) server that enables MCP‑compatible clients to access, search, and manage Kibana APIs using natural language or programmatic requests.
by OctoEverywhere
Provides live 3D printer status, webcam snapshots, and remote control through a free, secure cloud server.
by MindscapeHQ
Provides comprehensive access to Raygun's API V3 endpoints for crash reporting and real user monitoring via the Model Context Protocol.
by thanhtung0201
Collects real-time health and performance metrics from remote Linux servers via SSH, exposing them through MCP for AI assistants.
by grafana
Provides Model Context Protocol endpoints that enable AI assistants to query and analyze distributed tracing data stored in Grafana Tempo, supporting both stdin/stdout communication and an HTTP SSE interface.
by grafana
Provides a Model Context Protocol (MCP) server that enables AI agents to query Grafana Loki log data via stdin/stdout or Server‑Sent Events, supporting both local binary execution and containerized deployment.
by jkosik
Provides a Go‑based MCP server that exposes Splunk data through STDIO and Server‑Sent Events, enabling LLMs to call tools for saved searches, alerts, indexes, and macros.
by ghrud92
Provides an MCP interface for querying Grafana Loki logs via `logcli` or the Loki HTTP API, enabling AI assistants to retrieve and analyze log data directly from Loki.
by QAInsights
Execute JMeter test plans through Model Context Protocol clients, capture console output, generate HTML dashboards, and automatically analyze JTL results to surface performance metrics, bottlenecks, and actionable recommendations.
by GeLi2001
Enables interaction with the Datadog API through a Model Context Protocol server, providing access to monitors, dashboards, metrics, logs, events, and incident data.
by Arize-ai
Open-source AI observability platform enabling tracing, evaluation, dataset versioning, experiment tracking, prompt management, and interactive playground for LLM applications.