Best Protocol AI Skills & MCP Servers

AI team coordination — loads dispatch, parallel, debate, review, agent for multi-agent orchestration.

Testorax MCP server — autonomous AI browser testing. Paste a URL, get a bug report. Works with Claude Code, Cursor, Windsurf, Cline, and any MCP-compatible agent.

Portable project memory context CLI — bootstraps semantic enrichment workflows for any AI coding agent.

Todoist MCP Server

Inline, extract, and move refactoring — inline variables/functions, extract code to new functions, move between files.

MCP Gateway for exposing VAT agents through Model Context Protocol

日本の官公需入札情報をMCPで検索・分析。Japan government procurement bid search and AI analysis through the Model Context Protocol.

Research knowledge repository with semantic search, citations, and project lineage tracking

Structured decision-making — define options, analyze tradeoffs, recommend, and record decisions.

Self-evolving AI agent orchestration framework with Model Context Protocol support

MCP server for Kodebase — fetch tasks, comments, feedback, and create pull requests from Claude Code

Mercury Banking MCP server with full Invoicing API support — accounts, transactions, recipients, customers, invoices (one-shot + recurring), webhooks.

Model Context Protocol (MCP) server for Zephyr Scale test case management with comprehensive STEP_BY_STEP, PLAIN_TEXT, and BDD support

File access heatmap — track read/write patterns, detect hot and cold files.

Google Ads MCP Server - Query and mutate Google Ads data using GAQL

Puppeteer MCP Server for browser automation via Model Context Protocol

Track and report token savings — compare FocusMCP usage vs naive full-read, trend over time, ROI.

Traseq MCP server, CLI, and SDK for AI-assisted trading strategy research, SignalGraph authoring, validation, backtesting workflows, and system template composition.

A comprehensive Model Context Protocol (MCP) server that provides web performance auditing, accessibility testing, SEO analysis, security assessment, and Core Web Vitals monitoring using Google Lighthouse. Enables LLMs and AI agents to perform detailed we

MCP server management extension for Pi coding agent — browse, add, configure, and use MCP servers

Tesseron documentation as an MCP server. Search and read the Tesseron protocol + SDK docs from any MCP-compatible AI client.

MCP server for Titanos agents — Super Listing, Amazon lookup, product mining, Seller Central listings (OAuth SP-API).

Model Context Protocol (MCP) server for Discord integration, allowing Claude and other MCP clients to interact with Discord

Tailscale MCP server for managing your tailnet from AI assistants