Analytics & Monitoring MCP Servers

OpenMetadata

7,534

Unifies metadata for data discovery, observability, and governance through a central repository, in-depth column-level lineage, and seamless team collaboration.

Phoenix

6,972

Provides an open-source AI observability platform designed for experimentation, evaluation, and troubleshooting of LLM applications.

BrowserTools

6,528

Enables AI-powered applications to monitor and interact with browser data via a Chrome extension and MCP.

GreptimeDB

5,533

Provides a unified, cloud-native observability database for metrics, logs, and traces, supporting SQL, PromQL, and streaming analytics.

Pezzo

3,065

Provides an open-source, cloud-native LLMOps platform for designing, deploying, observing, and managing AI applications.

Chart Generator

2,782

Generates visual charts from data using the Model Context Protocol and AntV.

Spec Workflow

1,853

Provides structured spec-driven development workflow tools for AI-assisted software development.

Grafana

1,584

Provides a Model Context Protocol (MCP) server for accessing and interacting with Grafana instances and their surrounding ecosystem.

Zenfeed

1,510

Empowers RSS with AI to automatically filter, summarize, and deliver important information, reducing information overload.

Lunary

1,406

Offers a comprehensive production toolkit for large language models, providing observability, prompt management, and evaluation capabilities to enhance LLM development.

Anyquery

1,322

Unify access to diverse data sources, from files and databases to popular applications, by querying them with SQL and integrating with large language models.

Postgres Pro

1,146

Supports developers and AI agents throughout the entire Postgres development process, from initial coding to production tuning.

OpenOps

939

Automates FinOps processes to reduce cloud costs and streamline financial operations through no-code workflows.

Xata Agent

859

Monitors PostgreSQL databases, finds root causes of issues, and suggests fixes and improvements.

Google Analytics

653

Integrates Google Analytics APIs with a local Model Context Protocol (MCP) server to provide LLM-consumable tools for analytics data.

K8M

649

Simplifies Kubernetes cluster management with an AI-powered, lightweight dashboard featuring multi-cluster support and intelligent analysis.

Data Exploration

478

Facilitates interactive data exploration by turning complex datasets into actionable insights.

Crypto

448

Provides a powerful multi-exchange, multi-account platform for cryptocurrency market data analysis, cross-platform trading, and automated strategy execution.

OpenSearch Python Client

434

Enables interaction with OpenSearch clusters using Python.

dbt

376

Provides a Model Context Protocol (MCP) server for interacting with dbt projects.