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MCP servers tagged metrics
19 live MCP servers tagged "metrics", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with metrics.
meal-inc/bonnard-cli
Archived. Earlier Bonnard product. Current: bonnard.dev / @bonnard/mcp-charts
Signoz
Model Context Protocol server for SigNoz observability platform
Greptimedb
The open-source Observability 2.0 database. One engine for metrics, logs, and traces — replacing Prometheus, Loki & ES.
Nightingale
Nightingale is to monitoring and alerting what Grafana is to visualization.
Otel Go
OpenTelemetry middleware for Go MCP servers (go-sdk)
Trifle CLI
CLI for querying and pushing time-series metrics. Works with Trifle App API or local databases. MCP server mode for AI agents.
TANTIOPE/datadog-mcp-server
LLM-optimized MCP server for Datadog APM, logs, and metrics. Delivers structured, token-efficient trace and log insights designed specifically for AI-driven debugging—not just raw…
Monoscope
Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 compatible buckets. Query in natural language via LLMs.
Coroot
MCP server for Coroot observability platform - integrate monitoring, troubleshooting, and configuration tools with AI agents
Prometheus (TypeScript)
Enable AI assistants to query Prometheus using natural language. Discover metrics, analyze performance, and get insights — no PromQL required. Powered by Model Context Protocol (M…
yincongcyincong/VictoriaMetrics-mcp-server
MCP Server for the VictoriaMetrics.
PhpCodeArcheology/PhpCodeArcheology
PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git…
Tma1
Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.
vunet-server
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - Multi-tenant observability platform integration
Spring Boot Actuator
MCP server for Spring Boot Actuator analysis — health, metrics, environment, and bean diagnostics
Toad Eye
OpenTelemetry observability for LLM systems — auto-instrumentation (OpenAI, Anthropic, Gemini, Vercel AI SDK), cost tracking, budget guards, agent tracing, OTel GenAI semconv, 8 G…
GeiserX/duplicacy-mcp
based MCP server for Duplicacy backup monitoring. Query backup job status and Prometheus metrics from a Duplicacy exporter. Docker image available.
Arch Metrics MCP
📊 MCP server that analyzes Java bytecode for package stability, coupling, cycles, and Hexagonal Architecture violations.
Cocoindex Hnsw Lancedb
Cocoindex-based code indexing service with HNSW, automatic disk compaction, MCP Server, periodic git pull, metrics push to MySQL, and space-efficient branch searching