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MCP servers tagged data-observability

12 live MCP servers tagged "data-observability", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with data-observability.

12
live servers
45
avg trust
16K
most stars
1

Openmetadata

open-metadata

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, an…

★ 16Kupdated 11 hours agoApache-2.0
97
2

Marmot

marmotdata

The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

★ 622updated 4 days agoMIT
89
3

Mc Agent Toolkit

Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude…

44
4

Chronos

⏳ CHRONOS — Autonomous Data Incident Root Cause Analysis Agent. Triple-graph architecture (OpenMetadata + Graphiti + GitNexus) powered by LangGraph. Travels through metadata time…

★ 14
39
5

AI Assistant Platform

OlehDatsyk

Build and manage modular AI agents with multi-model support, document RAG, memory, and tool integration using FastAPI and SQLite.

★ 2
34
6

Blackbox Datahub

alejandro-publius

BlackBox, Grand Prize winner of the Build with DataHub Agent Hackathon 2026. Autonomous data incident response with an evidence gate, verified repair, real PRs, and DataHub write-…

★ 2updated a month ago
34
7

AI Metadata Inspector

ebncommonthyme293

Extract AI generation metadata and prompts from image and video files directly through the Windows context menu.

★ 1
34
8

Chronos

guglxni

⏳ CHRONOS — Autonomous Data Incident Root Cause Analysis Agent. Triple-graph architecture (OpenMetadata + Graphiti + GitNexus) powered by LangGraph. Travels through metadata time…

★ 1updated 5 months ago
34
9

DataQ

Data-quality monitoring platform on Great Expectations — author & schedule checks across Snowflake, ADLS, S3 and Unity Catalog; react to ADF/Airflow pipelines; severity-tiered ale…

34
10

Decube

api-evangelist

Decube — independent third-party profile of a public API surface, by API Evangelist. Decube is a unified data trust platform that combines data observability, discovery, catalogin…

34
11

Datahub Incident Crew

SebAustin

Four Claude agents that catch the silent data failures your catalog can't see — and write the whole investigation back into DataHub. Built on the DataHub MCP Server + Claude Agent…

34
12

AI Assistant Platform

florancelossless996

Build and manage modular AI agents with multi-model support, document RAG, memory, and tool integration using FastAPI and SQLite.

updated 4 days ago
34
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