483 Model Context Protocol servers — searchable, rated, ready to install.
Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking
Scout your PostgreSQL databases with AI - safety features, monitoring, and data quality
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search.
RLS/tenant-aware Postgres for AI agents — schema, read-only SQL, NL→SQL with safety rails.
Read-only MongoDB for AI agents — find, aggregate (no write stages), count, stats.
Read-only Redis for AI agents — keys, hashes, lists, sets, sorted sets, streams, INFO.
Read-only MySQL/MariaDB for AI agents — query, list/describe tables, health. SQL-guarded.
AI-powered ERD design tool. Create and manage database schemas using DBML with real-time canvas.
Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops
Keyword, vector, hybrid, and SQL retrieval over data on object storage, for AI agents.
Resolve Japanese food names to nutrition facts. All 2,538 foods from Japan's official tables.
Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and Platform modes.
Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON)
MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools.
MCP Toolbox for Databases enables your agent to connect to your database.
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
An MCP server that provides access to the ColabFit database
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performance analysis.
Ask any SQL database in natural language. Agent explores schema, writes SQL, self-corrects.
Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.
Generate realistic, FK-consistent synthetic test data for your databases from your AI assistant.
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersion, local SQLite.
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