Best Data & Observability MCP servers

Notebooks, spreadsheets, metrics, logs and monitoring. We track 12 servers in this category, ranked by GitHub stars with maintenance status and ready-to-copy configs for Claude Desktop, Cursor and VS Code.

Top picks

  1. TrendRadar — ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 A… (★ 62.9k, updated today)
  2. nightingale — Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP serve… (★ 13.3k, updated today)
  3. mcp-grafana — MCP server for Grafana (★ 3.6k, updated today)
  4. datagouv-mcp — Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and anal… (★ 1.6k, updated 1 month ago)
  5. duckle — Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipeline… (★ 1.5k, updated yesterday)

Showing all 12 servers

TrendRadar

by sansan0 · Python

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

Data & ObservabilityMaintained62.9k

nightingale

by ccfos · Go

Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.

Data & ObservabilityMaintained13.3k

mcp-grafana

by grafana · Go

MCP server for Grafana

Data & ObservabilityMaintainedRemote3.6k

datagouv-mcp

by datagouv · Python

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

Data & ObservabilityMaintainedRemote1.6k

duckle

by slothflowlabs · Rust

Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.

Data & ObservabilityMaintainedRemote1.5k

colab-mcp

by googlecolab · Python

An MCP server for interacting with Google Colab

Data & ObservabilityAging1.2k

powerbi-modeling-mcp

by microsoft · —

The Power BI Modeling MCP Server, brings Power BI semantic modeling capabilities to your AI agents.

Data & ObservabilityMaintained1.2k

retentioneering-tools

by retentioneering · Python

Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation

Data & ObservabilityMaintained932

openanalytics

by OpenLabs-so · TypeScript

Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.

Data & ObservabilityMaintainedRemote625

dbt-mcp

by dbt-labs · Python

A MCP (Model Context Protocol) server for interacting with dbt.

Data & ObservabilityMaintained608

prometheus-mcp-server

by pab1it0 · Python

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

Data & ObservabilityMaintainedRemote518

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