Databases MCP servers

A server here queries or manages a database: SQL, NoSQL, graph or vector databases.

Not here: spreadsheets and datasets for download.

1,155servers
361 remote794 localTagged by Odel's AI, which can make mistakes

Best fit

751 made for this, ranked by starsRemoteLocal
  1. Memory Vault @mihaibuilds/memory-vaultLocal-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.65 GitHub stars.
  2. Dbtrail @dbtrail/dbtrailMySQL change tracking with instant row-level recovery and forensic attribution for compliance.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.62 GitHub stars.
  3. Upstash MCP @upstash/mcp-serverManage Upstash databases and resources through the Upstash Developer API.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.60 GitHub stars.
  4. Microsoft Access Database @unmateria/msaccess-databaseRead and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.55 GitHub stars.
  5. AI Memory @alphaonedev/ai-memoryPersistent memory for any AI — zero token cost until recall5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.53 GitHub stars.
  6. Orionbelt Analytics @ralfbecher/orionbelt-analyticsOntology-based MCP server for database schema analysis and RDF/OWL ontology generation4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.49 GitHub stars.
  7. State Memory MCP @putervision/state-memory-mcpPersistent workflow graph server tracking tasks, decisions, spatial entities, and blockers.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.49 GitHub stars.
  8. Prisma MCP @prisma/mcpMCP server for managing Prisma Postgres.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.49 GitHub stars.
  9. Metabase Ai Assistant @enessari/metabase-ai-assistantMCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.49 GitHub stars.
  10. Quicken Mac @dweekly/quicken-mac-mcpRead-only access to Quicken For Mac financial data: transactions, spending, and portfolios.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.44 GitHub stars.
  11. Waggle @abhigyan-shekhar/waggle-mcpPersistent graph-backed conversational memory for AI agents.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.44 GitHub stars.
  12. Inite Brain @inite-ai/inite-brain-serviceOpen-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.41 GitHub stars.
  13. InfluxDB 3 @influxdata/influxdb3-mcp-serverOfficial InfluxDB 3 MCP server: query, write and manage Core, Enterprise and Cloud databases.Not assessed yet.Runs on your machine, installed from npm.38 GitHub stars.
  14. Couchbase @couchbase-ecosystem/mcp-server-couchbaseCouchbase Model Context Protocol Server to interact with Couchbase clusters2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.35 GitHub stars.
  15. dryrun @boringsql/dryrunPostgreSQL schema intelligence from a committed snapshot. No connection, no credentials.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.35 GitHub stars.
  16. Cortex Memory Engine @gambletan/cortexLocal-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.35 GitHub stars.
  17. Couchbase @couchbase/mcp-server-couchbaseCouchbase MCP Server - Enable AI agents to connect to and interact with Couchbase clusters.2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.35 GitHub stars.
  18. A Mem @diaaaj/a-mem-mcpSelf-evolving memory system for AI agents5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.35 GitHub stars.
  19. InsForge @insforge/insforge-mcpMCP server for InsForge BaaS — database, storage, edge functions, and deployments7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.35 GitHub stars.
  20. Kindex @wandercom-io/kindexPersistent knowledge graph and MCP server for AI workflows with git-tracked project context.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.34 GitHub stars.
  21. MCP Local WP @verygoodplugins/mcp-local-wpWordPress database access via Local by Flywheel. Execute read-only MySQL queries and inspect schema.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.34 GitHub stars.
  22. Local FAISS MCP Server @nonatofabio/local-faiss-mcpLocal FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.34 GitHub stars.
  23. Expense Budget Tracker @expense-budget-tracker/expense-budget-trackerTrack expenses, budgets, balances, transfers, and multi-currency reports with OAuth-secured tools.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.33 GitHub stars.
  24. Database @haymon/databaseDatabase MCP server for MySQL, MariaDB, PostgreSQL & SQLite4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.32 GitHub stars.