18,186 MCP servers crawled across 12 categories. 164 deterministic detection rules. Evidence chains, not vibes.
Interactive User Feedback MCP
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker
Database-driven FP enforcement and project management for AI-maintained codebases
Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.
Scout your MongoDB databases with AI - safety features, live monitoring, and data quality
Scout your PostgreSQL databases with AI - safety features, monitoring, and data quality
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and Platform modes.
MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools.
An MCP server that provides access to the ColabFit database
MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and more.
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, safe querying
MCP server for Microsoft SQL Server — read and data write operations, no DDL
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performance analysis.
Database admin MCP: schema inspection, query optimization for PostgreSQL and MySQL
MCP server exposing MySQL database functionalities as tools
MCP server exposing psycopg2 PostgreSQL database adapter functionality
MCP server that exposes Redis API to AI models
MCP server for Microsoft SQL Server using mssql-python
MCP server exposing sqlite3 library functionality
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on one platform.
Crash-proof LLM pipelines. Resumes from failure without a database.
Generate realistic relational test data. 156 field types, 22 locales, JSON/CSV/SQL.