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MCP servers tagged data-lineage
50 live MCP servers tagged "data-lineage", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with data-lineage.
Openmetadata
The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.
Marmot
The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.
Beyond Entity
Persistent architecture memory for AI coding agents via MCP. Design or reverse-engineer software architecture, explore ERDs and data lineage, and keep processor transformations al…
Isnad
Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines
Adf Graph
MCP server that builds a queryable dependency graph from ADF pipeline artifacts
AI Assistant Platform
Build and manage modular AI agents with multi-model support, document RAG, memory, and tool integration using FastAPI and SQLite.
Agentic Data Kernel
Agent-first persistence for temporal knowledge, durable workflows, causal lineage, and controlled external effects
Blackbox Datahub
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-…
Clew
Lineage-based impact analysis and remediation for workflow runs. What a bad input or an incident report reached, what to re-run, delete or disclose, sealed as evidence an auditor…
Bearingnode Lab
BearingNode Observability Lab - AI, Data, Software, Infrastructure and Information Observability
DevGuard Enterprise
DevGuard Enterprise — AI Security Platform powered by DataHub. Autonomous AI agents for security analysis, graph reasoning, evidence-driven remediation, and enterprise governance.
Bedrock
Verified self-healing web scrapers. Every AI repair is tested against golden fixtures before it ships, and every row carries a provenance receipt with its full heal lineage. Built…
ContextSeal
Graph-backed certification for high-risk data changes, powered by DataHub MCP.
Compliance Drift Sentinel
AI agent that predicts downstream report breakage from upstream schema changes using DataHub lineage — Build with DataHub Agent Hackathon (Wildcard)
Knovaryn
Open, MCP-native training-data foundry: turn permitted documents into traceable, quality-gated SFT and preference datasets.
Skifer
Declarative data engineering for Spark and Databricks: YAML pipelines, certified data contracts, and a governed semantic layer that agents can query with evidence.
Tombstone
Track where a data subject's data actually went across a RAG/LLM stack, erase it everywhere, and get a receipt that says what was verified and what was not.
Database MCP Server
Java-based MCP server for secure database query and management. Supports Oracle, MySQL, PostgreSQL with BYOK, CDC, lineage tracking, and SQL optimization.
Data Graphql Agent
MCP agent that generates Apollo GraphQL servers from BigQuery queries with Dataplex lineage tracking
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…
Datahub Repair Agent
Schema-drift auto-repair agent for DataHub: detects column renames/retypes/drops, computes the true blast radius from column-level lineage, rewrites dbt SQL and Airflow DAG code w…
Datahub Data Engineer Agent
On-call data engineer agent for DataHub: finds a data incident's root cause via column-level lineage, ranks the blast radius, files incidents/tags/owner notifications, and writes…
Blast Radius
Autonomous ML supply chain guardian on the DataHub metadata graph, finds every model in the blast radius of an upstream change, files evidence-backed incidents, blocks bad deploys…
Sciguard Autopilot
Scientific decision control plane powered by DataHub field lineage, deterministic policy, and evidence-gated recovery.
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…
Datahub Shepherd
A context-aware AI agent that safely retires data assets using DataHub.
Datahub Navigator
AI agent that makes data lineage explorable — ask questions in plain English, watch deterministic graph traversal animate live. Real DataHub MCP integration, no LLM in the loop. B…
Openblame
OpenBlame is a local-first AI investigation CLI for data pipelines running on OpenMetadata. Point it to a table, and it will trace lineage, inspect recent quality failures, parse…
Graphoath
The citation-gated control plane for AI agents acting on DataHub
CodeRadar
React & TypeScript static analysis that maps every UI component to the APIs, state, and events behind it — and serves that context to AI coding agents over MCP. Screenshot or tick…
Data Catalog Assistant
RAG-powered data catalog assistant: semantic search, data lineage, change-impact analysis, and NL->SQL - exposed via a Gradio UI, a FastAPI REST API, and a protocol-compliant MCP…
Lineagepatch
A DataHub-powered incident response workflow that turns metadata context into reviewable remediation patches.
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…
Datahub Provenance Sentinel
Pre-deployment gate that blocks ML models whose features are derived from the prediction target, proven by DataHub lineage rather than inferred from column names.
Datalineage Guardian
Proof-carrying DataHub governance agent for selective, auditable and approval-gated lineage decisions.
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…
Premortem Datahub
Premortem — how it breaks, before you merge (DataHub schema-change rehearsal)
Data Platform MCP Server
Enterprise MCP integration layer for PostgreSQL, Vertica, Airflow, logs, metadata and lineage with governed access controls.
Reality
Open-source operations core for AI agents: orders, stock, deliveries, invoices and money in one journal, each record kept exactly as the source sent it — so any number opens back…
Praxis Datahub
Evidence-bound remediation agent for DataHub-governed data products. Turns one schema-drift incident into a proof-carrying, verified dbt change set — with an MCP server and a Data…
Lucid Lineage GraphRAG MCP
A personal PoC exploring GraphRAG design patterns: combining LangChain orchestration, Neo4j knowledge graphs, and an integrated MCP server to analyse simulated data lineage and co…
EXIF Metadata Remover Tool 2026
Remove GPS, camera, and EXIF metadata from photos in one click. Batch process JPG, PNG, TIFF files without losing image quality.
Blackout
Chaos engineering for your data stack — powered by the DataHub context graph.
Witness Graph
Witness Graph: a falsifiable agent harness where every claim must cite an evidence node in an append-only ledger. Metric Truth Investigator benchmark + scorer.
Metaxisdata
Self-hosted data governance and metadata platform: sync MySQL/TiDB and PostgreSQL schemas into one searchable registry, and derive table- and column-level lineage from SQL and Ope…
Lineage Relay
MCP-backed release decisions for risky data schema changes.
Datahub Blast Radar
Of everything downstream of a data change, what actually matters and who to tell. DataHub lineage over MCP, deterministic, written back into the graph.
AI Assistant Platform
Build and manage modular AI agents with multi-model support, document RAG, memory, and tool integration using FastAPI and SQLite.
Knowledge Layer
Open source, self-hosted semantic layer and knowledge graph for AI agents. Evidence-backed definitions, human review, and reusable MCP context.
Faultline
Structural ML failure detection on the DataHub metadata graph. Your model did not drift - your graph did.