Inspect and operate Next.js Redis caches: health, tag state, SWR simulation, safe invalidation.
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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. 759 published MCP servers match this ranking that Windsurf can run. The highest trust scores right now are myco-brain at 55, PgVouch at 55, Autotask MCP 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.
Inspect and operate Next.js Redis caches: health, tag state, SWR simulation, safe invalidation.
Koi-pond MCP server — varieties database (Gosanke + secondary), pond stocking calc, koi-specific
Analyze T-SQL scripts for design, naming, and performance issues and prevent bad practices.
MCP server for one MySQL database: schema, read-only queries and guarded writes.
Let coding agents query any SQL database safely. Read-only by default and scoped by your policies.
Inspect database schemas and execute SQL queries across multiple database providers with LINQ to DB.
Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.
Local-first agent memory over SQLite: remember, recall, link, forget. Degrades, never fails.
Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table policy, audit log.
Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required.
Standalone Postgres MCP server — schema-aware, read-only by default, installable everywhere.
by ramaaditya49 · TypeScript
Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
Epoch AI — AI models database
by timescale · Python
Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
by slow-stack · JavaScript
Cross-session memory for AI coding agents via six tools; local-first SQLite store.
by ashishsinha1602 · Python
Identity-scoped schema selection for text-to-SQL. Returns only the tables the caller may read.
Labour market data from the ILO (ILOSTAT) by country, year, sex and age, with provenance.
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis…
by hatrigt · JavaScript
SAP HANA MCP server — Model Context Protocol server for SAP HANA and HANA Cloud. Use with Claude Code, VS Code, and other AI agents.
by antonorlov · TypeScript
MCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion.
by flytomoon · TypeScript
Governed local memory for AI agents: facts are retired, not overwritten, and every call is audited.
Unknown author
Open, verified shop database for AI agents: products, offers, price comparison, trust and coupons.
Your mail, chats and documents indexed into a local SQLite corpus, served to AI clients over MCP.
Elasticsearch + MongoDB + Redis Stack Generator (Elasticsearch/Elasticsearch)