Best Ql AI Skills & MCP Servers

A Model Context Protocol (MCP) server that provides comprehensive PostgreSQL database management capabilities for AI assistants

Florentine.ai MCP server – query MongoDB & MySQL databases in natural language

MCP server for Microsoft SQL Server database access and comprehensive schema exploration using tedious. Includes enhanced stored procedure tools for complete SQL source code access.

High-performance job queue for Bun & AI agents. SQLite persistence, cron scheduling, priorities, retries, DLQ, webhooks, native MCP server. Zero external dependencies.

Model Context Protocol server for MySQL database integration with dynamic per-project permissions

Leapable — Context engineering MCP server. Query expert knowledge corpora, manage your data, and search with full provenance. One-line install: npx leapable-mcp

An MCP server that provides read-only access to MySQL databases.

Model-agnostic code memory MCP server. Budget-aware graph retrieval for AI agents — sub-millisecond queries, token budgeting, no embeddings, no API keys. Built on CodeGraphContext for 155-language tree-sitter indexing.

A Jira-like project tracker MCP server for AI agents. SQLite-backed, per-project scoped, with full hierarchy (Projects > Epics > Tasks > Subtasks), activity logging, and a dashboard — so LLMs never lose track.

Gnosys — Persistent Memory for AI Agents. Sandbox-first runtime, central SQLite brain, federated search, Dream Mode, Web Knowledge Base, Obsidian export.

Model Context Protocol server for PostgreSQL database operations

Comprehensive security sanitization library for Model Context Protocol (MCP) servers with trusted security libraries

PostgreSQL MCP server - query, schema introspection, explain, and health checks for AI assistants

Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.

A Model Context Protocol (MCP) server that enables Claude Desktop to interact with PostgreSQL databases through read-only queries

MeMesh — Local memory for Claude Code and MCP coding agents. One SQLite file, zero cloud required.

MCP Server for Shopify API, enabling interaction with store data through GraphQL API

Model Context Protocol server for static analysis of Go codebases with shadow SQLite indexing, background sync, call graphs, import graphs, interface topology, struct lifecycle, endpoints, maintainability metrics, and repo-aware config.

Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP in

MCP Server for MS SQL Server integration with Claude Desktop, Cursor, Windsurf and VS Code

A Model Context Protocol server for MySQL database operations

Lightweight local memory layer for AI assistants — MCP server + HTTP API + CLI, backed by SQLite + FTS5. Works with Claude, Cursor, and Codex.

Structural intelligence layer for AI coding tools. Indexes your codebase into SQLite — routes, models, import graph, blast radius, domains — and exposes 16 MCP tools for Kiro, Cursor, and Claude.

Project-local RAG memory MCP server — knowledge graph + multilingual vector + FTS5 in a single SQLite file. Per-project isolation, 30 MCP tools, codepoint-safe chunking (Korean/CJK/emoji).