Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
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Database MCP servers let an agent inspect schemas and run the queries you allow. Rankings use the published trust score: registry listing, license, maintenance, popularity, docs, and security signals. Filtered to servers Windsurf can run. 762 published MCP servers match this ranking that Windsurf can run. The highest trust scores right now are pbdb-mcp at 55, th-memory-mcp at 55, FronyBoard at 55. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best database MCP servers for Windsurf is not a paid placement.
Every server that matches this ranking, ordered by trust score.
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
Read-only SQL querying + schema introspection over Postgres & SQLite, with a gated write mode.
Persistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.
Read-only MCP server for exposing database schema metadata without row data.
Execute raw SQL queries against SQL Server, SQLite, PostgreSQL, MySQL, and MariaDB.
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by mongodb-js · TypeScript
MongoDB Model Context Protocol Server
SQL database to MCP tools and REST API: PostgreSQL, MySQL, SQL Server, Oracle, SQLite, Snowflake.
by mrosnerr · TypeScript
Shared, persistent memory for AI assistants, built on the Zettelkasten method.
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Postgres + Redis Compose Generator
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