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MCP Servers for Databases and Spreadsheets

Database servers are the ones most worth setting up carefully. Each page says what the server can change and how to start it in a safer mode.

Postgres MCP ProSQL, query plans, health checks and index advice for Postgres.Started in our test★ 3.4KSupabaseManage Supabase projects, tables, migrations, logs and Edge Functions.Needs your setup first★ 3KMCP Toolbox for DatabasesGoogle's toolbox for Postgres, MySQL, BigQuery, Spanner and other databases.Started in our test★ 16.7KQdrantStore notes and find them by meaning in a Qdrant vector collection.Needs your setup first★ 1.6KExcel MCP ServerCreate, edit, format and chart .xlsx files, no Excel needed.Started in our test★ 4.3K

Quick comparison

ServerBest forYou need
Postgres MCP ProFinding why a query is slowDocker
SupabaseBuilding a Supabase app with Cursor or Claude CodeA Supabase account
MCP Toolbox for DatabasesTeams on Google Cloud databasesNode.js 18 or newer
QdrantLong-term memory across conversationsuv (for uvx)
Excel MCP ServerTurning data from a conversation into a real spreadsheetuv (for uvx)