Monitoring

200+ transparent financial metrics calculated from raw statements, not third-party endpoints.

BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

Extract brand assets (logos, colors, backdrop images, brand name) from any website URL

MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

MCP server providing Prometheus metrics access and PromQL query execution for AI assistants

Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics, deployments.

MCP server for Certta — Brazilian KYC/KYB: biometrics, OCR, ICP-Brasil e-signature, onboarding

Coordinadora — Colombian courier and logistics

Andreani — Argentine courier and logistics

MCP server for Amazon Selling Partner API (SP-API) — orders, listings, catalog, inventory, finances

Regression testing for MCP servers. Checks capabilities, invokes tools, detects schema drift.

Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.

Mine your local AI coding session logs into a profile your agent loads before every task.

Mine your local AI coding session logs into a profile your agent loads before every task.

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

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

MCP server for Google Lighthouse performance metrics

TypeScript template for building MCP servers with declarative tooling, observability, and auth.

Pare Git ג€” Structured git operations (status, log, diff, branch, commit, push) as typed JSON.

Structured git operations (status, log, diff, branch, show) as typed JSON.

Pare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON.

Structured Docker operations (ps, images, logs, build) as typed JSON.

Access Dynatrace observability data: logs, metrics, problems, vulnerabilities via DQL and Davis AI

Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.

Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.

MCP server for Hatchbox Rails hosting — env var inspection, deploys, and process monitoring.

MCP server for Langfuse LLM observability — trace and observation analysis.

MCP server for managing Fly.io machines, apps, logs, and Docker images.

MCP server for Vercel — manage deployments and view build and runtime application logs.

MCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges.

Append-only, signed, on-chain-verifiable agent action log — record and audit what agents did.

Browse and discover the public three.ws agent marketplace and skills catalog. Read-only.

Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.

Biologically-inspired persistent memory engine for Claude Code MCP agents

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

Control Xcode directly via JXA for build, test, debug operations with XCLogParser integration

Control Android devices and emulators via ADB — screenshots, UI automation, and logcat.

Access Swiss meteorological open data from MeteoSwiss, powered by foehn

An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

MCP server for AI-driven console application automation and monitoring

MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.

Apple Music MCP server — search catalog, manage playlists, and access your library via Claude.

Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

An MCP server for Scout Monitoring data interactions.

Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE queries.

Manage CI/CD pipelines, workflows, and job metrics across projects