Tradememory Protocol

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

13 MCP tools to find, message, and book appointments at small businesses worldwide. Turns any Cal.com / Calendly / Doctolib / Booksy / OpenTable / Setmore / Square / Acuity / Schedulista / Squarespace / BookMyCity URL into a Claude-bookable smb_id. TCPA / GDPR / CASL compliance enforced. Free tier: 100 ops/month.

MCP server for parallel browser automation across multiple providers. Run multiple concurrent browser sessions in memory with a shared, provider-agnostic tool surface across Playwright (local Chromium), Browserbase, Anchor Browser, and Cloudflare Browser Run. Each session gets a numeric ID, every browser_* tool accepts a sessionId. Tools include browser_navigate, browser_click, browser_fill, browser_screenshot, browser_snapshot, browser_evaluate, keyboard/mouse primitives, file upload, and waits. Configure providers at the MCP server level (not per call) via BROWSER_MCP_CONFIG env or a config file.

Connect AI agents to Atlas MCP for live market data, options analytics, strategy workflows, and 50+ broker-aware trading capabilities.

MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, LinkedIn Ads, Shopify, HubSpot, and 15+ more advertising and marketing platforms. 300+ tools for campaign creation, performance analysis, keyword research, audience management, creative rotation, budget optimization, and CRM workflows. OAuth 2.1 authentication. Every write operation requires explicit user approval before it runs.

Spritesheet Forge is an OAuth-authenticated MCP server for game developers. Convert PNG frames into spritesheets, extract GIF frames, split existing spritesheets, trim transparent pixels, and generate animation previews — all directly from your AI assistant. Free tier includes 100 operations per month per GitHub account.

Spritesheet Forge is an OAuth-authenticated MCP server for game developers. Convert PNG frames into spritesheets, extract GIF frames, split existing spritesheets, trim transparent pixels, and generate animation previews — all directly from your AI assistant. Free tier includes 100 operations per month per GitHub account.

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

Ganglia indexes your project into a call graph and exposes 73 semantic tools — code_get, code_callers, code_impact, code_propagate, code_apply_batch with one-click revert, code_safe_move, deliberation chain, smart LLM-backed digests, cross-session memory, and more. Works with Claude Code, Cursor, Windsurf, Continue, Cline, Goose. Languages: TypeScript, JavaScript, Rust, Python, Go, PHP. Free during public beta. Token savings: 80–95% vs raw file-reading patterns.

Search and cite the full Pāli Canon (Tipiṭaka, ~444K segments) — Sutta, Vinaya, Abhidhamma at parity with SuttaCentral. Hybrid search, full-sutta fetch, translation comparison, Pāli word lookup. Free, non-commercial, offered as Dhamma Dāna.

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

16 AI data services on Base mainnet via x402 — crypto intel, equity, energy, real estate, agriculture, news, and an autonomous coding agent. Pay per query in USDC. No API keys.

Browser automation and web scraping

A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

基于七牛云产品构建的 Model Context Protocol (MCP) Server，支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储资源、利用 Dora 服务进行图片操作等。 如果有什么需求欢迎在下方评论，您也可以在 github 仓库中提 issue。

A lightweight MCP server that gives AI assistants direct access to a running Godot 4.x game. Not just file editing, not just scene manipulation. Actual runtime control: input simulation, screenshots, UI discovery, and live GDScript execution while the game is running.

Automatically create a remote browser to complete your specified tasks, developed based on Browser Use + Sandbox. 自动创建一个远程浏览器，完成你指定的任务，基于Browser Use + Sandbox开发。

MCP server to provide Figma layout information to AI coding agents like Cursor

CompanyEnrich is a B2B data API suite that gives AI agents and platforms real-time access to 30M+ companies and 170M+ people profiles with enrichment, semantic search, lookalikes, tech stacks, and reverse email in one suite.

Unofficial local-first MCP server for WHOOP — recovery, strain, sleep stages, HRV, RHR and workouts. Privacy modes (summary/structured/raw), SQLite cache and doctor CLI for setup. Works with Claude Desktop, Cursor, Windsurf, Hermes, OpenClaw and any MCP-compatible client. Install: `npx -y whoop-mcp-unofficial setup`. Built for self-quantified humans building AI workflows around personal health.

AI audio tools for music producers — stem splitting, vocal removal, BPM/key detection, audio-to-MIDI, format conversion, trimming, video-to-audio, AI song generation

Supericons MCP lets AI coding agents search, recommend, and retrieve SVG icons from a semantic registry of 20,000+ icons. It helps builders find better icons faster inside tools like Cursor, Claude Code, Codex, Cline, and OpenCode.

Production MCP server with 9 financial and web tools — live on Google Cloud Run. Free tools include live FX rates, crypto prices, financial calculations, real-time news headlines, and URL reading. Paid tools (API key required) cover stock quotes, open banking transactions, and Stripe payment data. Supports x402 micropayments ($0.001 USDC/call on Base) with no account needed.

百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。