150+ SAP HANA database tools as MCP tools for AI assistants
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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. 761 published MCP servers match this ranking that Windsurf can run. The highest trust scores right now are argon at 55, scryfall-mcp at 55, Hudu 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.
150+ SAP HANA database tools as MCP tools for AI assistants
Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstash Redis.
RLS/tenant-aware Postgres for AI agents — schema, read-only SQL, NL→SQL with safety rails.
Read-only Redis for AI agents — keys, hashes, lists, sets, sorted sets, streams, INFO.
Video game database: search games, companies, genres, and platforms via IGDB. By UnClick.
Security-first MCP server for PostgreSQL, SQLite, MySQL, DuckDB with SQL injection prevention.
x402-gated semantic vector cache for agent swarms: Redis-backed similarity lookup. Paid in USDC.
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
The grounded data layer for any LLM: governed SQL, metrics, lineage and catalog over your data.
SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No config.
Read-only MongoDB for AI agents — find, aggregate (no write stages), count, stats.
Provision Postgres databases + webhooks from AI coding agents in one HTTP call.
Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.
Read-only MySQL/MariaDB for AI agents — query, list/describe tables, health. SQL-guarded.
A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.
USDA food shelf-life database, food safety, storage tips, food waste cost calculator.
Python MCP server for MySQL database inspection and querying
The stock market, in SQL — scan, replay, or subscribe across ~12k US tickers and top 100 cryptos.
Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.
MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrinsics, audit deps.
Timestamped audit log for every AI conversation — stored locally in SQLite, owned by you.
Connect AI agents to Alpaca Cloud: Postgres, Auth, Storage, Sandboxes, and Workflows.
Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.
Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fixes, charts.