Best Tab AI Skills & MCP Servers

Model Context Protocol (MCP) server for SQLite database operations

CLI for OpenTabs — start the MCP server, manage plugins, and configure your AI agent browser bridge

MCP server that turns browser tabs into AI agent tools via a Chrome extension plugin system

Skar turns a captured AI agent trace into a committed pytest regression test. MCP server + CLI. Use when a tool-using agent run fails and you want to lock the failure as an executable test.

MCP server for databases — structured PostgreSQL, MySQL, Redis, and MongoDB output for AI agents

MCP server for database migration risk analysis — Flyway and Liquibase XML/YAML/SQL support with lock detection and conflict analysis

达梦数据库 MCP Server — 支持 Claude Code / Cursor / VS Code / Windsurf 等 AI 编程工具

AI-powered database analyzer. One command to analyze any database with AI.

Private, portable AI memory: synced across every coding tool and machine, end-to-end encrypted, free. One memory for Claude Code, Cursor, Copilot, Gemini + more — MCP-native, zero-knowledge, open source.

MCP server for DM8 database operations with enhanced security. Provides read-only database access via Model Context Protocol.

MySQL MCP Server - stdio protocol for MySQL database operations with Windows support

Universal SVG Icon MCP server giving LLMs access to 60,000+ icons from Material, Lucide, Heroicons, Phosphor, Tabler, and more. Features fuzzy search and AI fallback.

Japanese food nutrition for AI assistants. Bilingual JP/EN lookups across konbini, restaurant chains, grocery brands, and generic staples. Macros, allergens, sodium. 460 items, each carrying its source (official labels, restaurant PDFs, MEXT government da

Bank of England Interactive Statistical Database (IADB) MCP.

The most powerful MCP Server for Metabase - 134 tools with structured output, AI-powered SQL generation, dashboard automation, user management & enterprise BI. MCP SDK v1.26.0 compliant. Works with Claude, Cursor, and any MCP-compatible AI.

MCP server for WordPress database access via Local by Flywheel

A verifiable MCP accountability gateway for AI-agent tool calls: allows authorized calls, blocks unauthorized calls, records both, and produces cryptographic evidence anyone can verify.

Deco CMS — Self-hostable MCP Gateway for managing AI connections and tools

Multi-format document parser MCP server - extract text, tables, and metadata from PDFs, images, HTML, and office documents for AI agents

Orchestray plugin: scrape API documentation into a portable mapping file, then generate language-specific client modules.

A comprehensive MCP server for PostgreSQL database interaction

Self-learning vector memory for AI agents — single-file .rvf cognitive container with HNSW search, episodic Reflexion memory, causal graph + Cypher, 9 RL algorithms, Thompson Sampling bandit, 41 MCP tools, hybrid (BM25 + dense) retrieval, GNN attention. 1

An Airtable Model Context Protocol Server

Neruva MCP -- proprietary memory + grounding substrate for AI assistants (Claude Desktop / Claude Code / any MCP client). Typed Records store, document knowledge graph with exact multi-hop traversal (ownership/relationship tracing), semantic + structural