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MCP servers tagged data-governance
57 live MCP servers tagged "data-governance", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with data-governance.
Openmetadata
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…
Datahub
The Metadata Platform for your Data and AI Stack
Marmot
The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.
Bytebase
Database governance built for humans and agents — controlling changes and access across every major database.
Semantic MCP
Camada semântica governada exposta a agentes de IA via MCP · o agente escolhe métricas de um vocabulário fechado e nunca escreve SQL · dbt + DuckDB + evals
Halofy
Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.
Datasteward
Self-hosted, AI-agent-native governed data platform with ontology, policy controls, lineage, and auditable writebacks.
QueryForge
Governed AI analytics from natural language to auditable SQL, powered by a mandatory semantic layer, policy enforcement, and a visual Studio. 从自然语言到可审计 SQL 的受治理 AI 数据分析平台，内置强制语义层、…
OpenDQV
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write — before data enters your pipeline.
mcp-gatehouse
The enforcement layer for data agents. DataHub gives agents context; Gatehouse makes context decide what agents may do.
AURUM
Raw data in. Hallmarked golden records out. ASSAY → UNEARTH → REFINE → UNFURL → MARK
Akko MCP Trino
Governed MCP server for Trino — every tool call carries the user's identity; the engine decides. Any OIDC provider, any MCP host, any model.
Topic Ia Gouvernance
Artefacts de recherche sur la constitution d’un espace de confiance documentaire pour outils conversationnels génératifs, à partir de briques publiques data.gouv.fr et du protocol…
Tailrace
Agent data governance for TypeScript. In-process secret/PII detection, reversible tokenization, and policy at the model, tool, and MCP boundaries.
ContextSeal
Graph-backed certification for high-risk data changes, powered by DataHub MCP.
Datameshops
Autonomous Data Remediation & Production ML Governance Platform — Build with DataHub Agent Hackathon
Alchemylake Apex
Truth, made visible. AlchemyLake turns governed lakehouse data (Databricks Unity Catalog, Genie, or your own uploads) into verified, provenance-sealed deliverables: PDF reports, P…
Cinema Ops Platform
A local, fully-proven data platform for cinema exhibition data — four unlike sources, an append-only bronze layer, a governed gold layer, and an AI agent tool set with no personal…
Warehouse MCP Server
Read-only MCP server over a SQL warehouse: SELECT-only guard, locked read-only connection, salted PII pseudonyms, EXPLAIN pre-flight, audit log, security and answer-quality evals.
Accessflow
Open-source database, API access & deployment governance platform A SQL, NoSQL, and API proxy that puts review, approval, and audit between your team and production data and servi…
Skeinrank
SkeinRank — Domain Language Control Plane for enterprise search, RAG, and AI-agent workflows.
Seshat BI
Agent-first BI readiness system -- profiles sources, governs medallion mappings, and gates Power BI delivery so AI agents cannot self-approve data decisions.
Medatarun
Domain models documentation and governance. A live reference for humans, tools and AI agents collaboration on data meaning.
Apache Polaris Iceberg AI MCP
Model Context Protocol (MCP) server for Apache Polaris. Enables AI agents and LLMs to interact with Polaris Catalog Management, audit data governance and access control (RBAC) pol…
Runcontext
Tell your AI agent to build your semantic layer. Open-source CLI for database introspection, metadata governance, and MCP serving. Built on OSI.
Unified MCP Core Starter
An Java framework that turns your Spring Boot application into a fully compliant Model Context Protocol server for seamless LLM integration.
Strata Oss
Deterministic LookML analysis engine — dead code, zombie PDTs, schema drift
Impact Radar
Impact Radar — a DataHub-powered change-risk agent. Describe a schema change in plain English and get, in seconds: the resolved asset, downstream blast radius, an explainable risk…
Promethium
Promethium — independent third-party profile of a public API surface, by API Evangelist. Promethium is an open agentic data platform that gives analysts, business users, and AI ag…
Marco Polo
Marco Polo — independent third-party profile of a public API surface, by API Evangelist. MarcoPolo is an MCP-first enterprise AI data platform operated by Immersa - "Scale AI acro…
Data Warden
Agente NL→SQL sobre un lakehouse con cinco anillos de control: guard de allowlist sobre el AST, presupuesto de coste estimado antes de ejecutar, enmascarado por rol y auditoría. S…
DataSentinel
DataSentinel is an autonomous agent-based pipeline that leverages the Model Context Protocol to securely automate data auditing and insight.
Dst
data serve tool (dst) — the governed layer your AI calls instead of the warehouse
Fluxguardian
AI-powered GitHub App that catches breaking SQL schema changes before merge — blast radius analysis, PII warnings, and safe migration SQL in 10 seconds.
Enterprise AI Agent Platform Handbook
Public technical documentation for ea-agent-platform (GitHub Pages)
Select Star
Select Star — independent third-party profile of a public API surface, by API Evangelist. Select Star is a metadata context platform that provides an automated data catalog, colum…
Openmetadata MCP Agent
LangGraph agent for OpenMetadata governance over MCP (data-ai-sdk): HITL-gated writes, server-side tool allowlisting, Pydantic-validated tool calls, bounded catalog-in-prompt, dri…
ExcelliaAI MCP
AI-Powered Spreadsheet Validation & Data Quality Platform Excellia AI is a local-first, AI-driven spreadsheet validation platform built to automate data cleaning, validation, ano…
Graphoath
The citation-gated control plane for AI agents acting on DataHub
Figma Taxonomy Gen
Generate event taxonomies from Figma designs. Configurable naming, Excel/CSV/JSON/Markdown exports, drift checks, and optional MCP/AI.
Gis AI Go
Autonomous Codex 5.6-Sol-Ultra development of governed UK geospatial knowledge and action for people, systems and AI agents under open development as an example of Codex being the…
Northstar Workload Optimizer
Governed expense-operations platform with deterministic policy execution, durable workflows, provenance, evaluations, observability, and MCP interfaces.
Decube
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…
Archon Datahub
Archon — an evidence-bound metadata reliability agent for DataHub: retained-history contradiction detection, lineage blast radius, governed G6 writeback and verified rollback. Dat…
Klarova
The trust layer between AI agents and your company's data — correct, cited, access-scoped answers, served to any agent over MCP.
Datalineage Guardian
Proof-carrying DataHub governance agent for selective, auditable and approval-gated lineage decisions.
Governed Metrics MCP
An MCP server demonstrating the governed metrics layer pattern: an LLM accesses curated metric definitions as tools instead of writing raw SQL against a database.
Datahub Sentinel
Sentinel — an autonomous ML pre-mortem agent for DataHub. Catches target leakage and silent upstream blast radius in production ML models by walking DataHub's lineage graph via MC…
CogniMesh
Intelligent data mesh for AI agents. Declarative use-case registry, self-improving Gold layer, MCP-native.
Metatate Cortex Code Plugin
Metatate plugin for Snowflake Cortex Code using Snowflake-managed MCP