Analytics & Monitoring MCP 服务器

OpenMetadata

7,401

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

Phoenix

6,799

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

BrowserTools

6,363

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

GreptimeDB

5,483

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

Pezzo

3,034

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

Chart Generator

2,602

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

Zenfeed

1,478

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

Grafana

1,474

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

Lunary

1,393

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

Anyquery

1,291

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

1,010

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

OpenOps

931

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

Xata Agent

840

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

K8M

630

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

Google Analytics

567

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

Data Exploration

473

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.

Spec Workflow

419

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

dbt

361

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