Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.
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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 Zed can run. 542 published MCP servers match this ranking that Zed can run. The highest trust scores right now are Hudu MCP at 55, Maplith Bridge at 55, sqlike-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 Zed is not a paid placement.
Every server that matches this ranking, ordered by trust score.
Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.
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.
Query Mina Protocol: accounts, blocks, transactions, zkApp events/actions, archive SQL, Rosetta.
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.
Read-only MCP to diff SQL Server/Azure SQL schema, procs, views, and tables between environments.
EU-native PaaS for AI agents — deploy web apps with one sentence, managed Postgres, GDPR by default.
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performance analysis.
Query any database in plain English or SQL through a guardrailed, read-only data layer.
Search RBI & SEBI circulars, master directions and regulations. Offline SQLite index, no API keys.
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.
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.
Tabular data for AI agents — load CSV/JSON/XLSX, query, group-by, stats (no database).
AI-powered database migration. Analyze schemas, generate SQL, calculate risks.
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.
Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fixes, charts.
USDA food shelf-life database, food safety, storage tips, food waste cost calculator.