Databases MCP Servers
SQL, NoSQL, graph, vector, cache, and database administration.

MCP Superset
Published by GitHub account bintocher
Local MCP server that gives an AI assistant 137 tools to manage an Apache Superset instance: dashboards, charts, datasets, SQL Lab, users, roles and RLS.

Memory Arbiter Mcp
Published by GitHub account billy12151
Local SQLite memory server that gives coding agents one shared, provenance-tracked fact store with evidence-based recall and conflict notices.

InferMap
Published by GitHub account benseverndev-oss
InferMap is a schema-mapping engine exposed as an MCP server that lets an assistant match messy source columns to a known target schema with confidence scores…

GoldenPipe
Published by GitHub account benseverndev-oss
GoldenPipe orchestrates a data-quality pipeline — profile, fix and deduplicate records — and exposes it as an MCP server, hosted or local.

GoldenMatch
Published by GitHub account benseverndev-oss
GoldenMatch is a zero-config entity resolution server that lets an assistant find duplicate people, companies or products in tabular data and merge them into…

GoldenFlow
Published by GitHub account benseverndev-oss
GoldenFlow is a data transformation toolkit that lets an assistant clean, standardize and reshape messy CSV, Excel, Parquet, cloud-storage or database data.

GoldenCheck
Published by GitHub account benseverndev-oss
GoldenCheck profiles tabular data, discovers validation rules automatically, and reports quality findings and health scores to an assistant.

Queryshield
Published by GitHub account bch1212
A secure SQL proxy that lets an assistant ask enterprise databases questions in plain English or pre-built SELECT statements.

Beget Hosting
Published by GitHub account badigit
Lets an assistant manage Beget shared hosting — sites, domains, DNS, MySQL, FTP, cron, backups, mail and account stats — through 73 tools.

Echo Memory
Published by GitHub account ayushcodes10
Shared graph memory for AI coding agents, stored in your own Postgres, letting assistants write facts and recall the few that matter.

memex
Published by GitHub account ayushagrawal288
Self-hosted persistent memory service for AI agents, exposing tools to store, search, delete and count memories ranked by semantic similarity plus recency.

Qdrant MCP
Published by GitHub account avaazquezz
Wraps the Qdrant vector database API as 58 MCP tools, letting an assistant manage collections, points, payloads, snapshots and run vector, text and hybrid…

once
Published by GitHub account aurumflux20
once is a local Python idempotency kernel that lets an assistant run a side effect exactly once under retries, redelivery and concurrent workers.

Fusionpact Vectordb
Published by GitHub account atul-fusionpact
Local MCP server exposing FusionPact's hybrid vector, tree and keyword retrieval, RAG ingestion and agent memory tools to an AI assistant.

Attestari
Published by GitHub account attestari
Auditable long-term memory for AI agents: stores facts with provenance, supports time-travel recall, tamper-evident audit and provable deletion.

Fastmcp Sqltools
Published by GitHub account atarkowska
Local MCP server that gives an assistant SQL access to PostgreSQL, MySQL and SQLite databases: list tables, inspect schemas and run queries.

Local YDB MCP
Published by GitHub account astandrik
An unofficial local MCP server that lets an assistant operate Docker-based local-ydb deployments: bootstrap, health checks, schema DDL, dumps and upgrades.

Mcp State Sidecar
Published by GitHub account askadvaith
A local MCP server that stores durable workflow state for multi-agent systems: key-value data, workflow claims, leases, sessions and audit history.

pgops
Published by GitHub account arzharch
A local MCP server that lets an AI assistant inspect, query, diagnose and migrate a PostgreSQL database with guarded, audited operations.

Aifp
Published by GitHub account aryanduntley
A local MCP server that enforces functional-programming rules and tracks project state in SQLite so an AI can build and manage codebases across sessions.

Vedaksha
Published by GitHub account arthiqlabs
Vedic astrology and ephemeris engine exposing 17 tools so an assistant can compute kundali charts, panchanga, dashas, vargas, shadbala and transits.

Migratorxpress Mcp
Published by GitHub account arpe-io
Local MCP server that lets an AI assistant preview, validate and execute MigratorXpress database migration commands between Oracle, PostgreSQL, SQL Server and N

Lakexpress Mcp
Published by GitHub account arpe-io
Lets an assistant build, preview, and run LakeXpress database-to-Parquet export and sync commands, with auth-file validation and workflow suggestions.

Fasttransfer Mcp
Published by GitHub account arpe-io
Local MCP server that lets an assistant build, preview and run FastTransfer commands to move data between databases.