Explore MCP Servers and Clients

An MCP server for executing token swaps across multiple decentralized exchanges using OpenOcean's aggregation API.

AI-powered prompt refinement tool with adaptive questioning and multi-provider support. Provides 5 MCP tools (refine_prompt, tweak_prompt, list_models, list_providers, validate_environment) for intelligent prompt engineering. Supports Google Gemini, Anthropic Claude, OpenAI, Groq, Alibaba Qwen, and Zhipu GLM. Features adaptive task detection, interactive/structured modes, and session history management.

Connect ChatGPT, Claude, Mistral or any other AI assistant to hostbento—and give your AI assistant the power to design, build, and deploy without leaving the chat.

Git-driven MCP Server for managing Prompt templates with Handlebars support. Store prompts in Git, sync automatically, and use dynamic templates in Cursor, Claude Desktop, and other MCP clients. Features hot-reload, group filtering, version management, and Docker/Kubernetes deployment support.

Get real-time web data, automatically handle anti-bot systems, extract structured data, and capture screenshots with your favorite tools, such as Cursor or LangChain.

Persistent memory for AI coding assistants. Works across Cursor, Claude, Windsurf, VS Code and any MCP client. Remember decisions, search semantically, analyze code dependencies — 60+ tools. Your AI's permanent brain.

The Supabase Coolify MCP Server enables AI agents to fully manage self-hosted Supabase instances on Coolify. It provides 52 production-ready tools for database migrations (with rollback), edge functions, storage, authentication, and health monitoring. Features include Zod-based input validation, automatic health checks, Supabase CLI integration, and comprehensive verification tools.

Markdown-First MCP Server for Notion - Composite Actions, Auto-Pagination, Bulk Operations optimized for AI Agents

MCP server for the Azure DevOps Boards

A lightweight Model Context Protocol (MCP) server that exposes Greenbook data and tools for market research professionals, analysts, and related workflows. It is designed to be used as a remote data source from any MCP-compatible client.

Plan Manager MCP Service A powerful, universal plan management service for LLMs, built with the Model Context Protocol (MCP). This service allows AI agents to create, manage, and track any kind of plan—from travel itineraries and study schedules to 21-day habit challenges—using a flexible, tree-based task structure.

一个轻量级的主机信息获取MCP工具，通过MCP（模型上下文协议）接口提供系统信息，基于Spring Boot3+Spring AI+OSHI（操作系统和硬件信息）库构建。

MCP server for controlling Sonos speakers and playing audio streams.

It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add memories through MCP, SDK, or a website selfmemory.com Over time, this will evolve into a one-stop memory hub with note-taking and chatbot features. For B2B, it becomes a knowledge backbone, storing project context, organizational knowledge, documents, and data sources to power company-wide AI systems.

A growing collection of MCP tools for Android Development. Currently features a deterministic Figma-SVG-to-Android-XML converter, with plans for Gradle analysis, Resource management, and ADB integration tools.

Access your team's 2FA codes from AI agents without sharing secrets. List accounts, generate TOTP codes, and maintain full audit trails. Built for DevOps, CI/CD pipelines, and automated workflows that need to authenticate to protected services.

Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.

GREB MCP Server Semantic code search for AI agents without indexing your codebase or storing any data. Fast and accurate. Available on npm (cheetah-greb) and PyPI (cheetah-greb). FEATURES - Natural Language Search: Describe what you're looking for in plain English - High-Precision Results: Smart ranking returns the most relevant code first - Works with Any MCP Client: Claude Desktop, Cursor, Windsurf, Cline, Kiro, and more - No Indexing Required: Search any codebase instantly without setup - Fast: Results in under 5 seconds even for large repositories INSTALLATION Install Greb globally using pip or npm. Python: pip install cheetah-greb Node.js: npm install -g cheetah-greb GET YOUR API KEY 1. Go to Dashboard > API Keys at https://grebmcp.com/dashboard/api-keys 2. Click "Create API Key" 3. Copy the key (starts with grb_) CONFIGURATION Add to your MCP client config (Cursor, Windsurf, Claude Desktop, Kiro, etc.): Python installation: { "mcpServers": { "greb-mcp": { "command": "greb-mcp", "env": { "GREB_API_KEY": "grb_your_api_key_here" } } } } Node.js installation: { "mcpServers": { "greb-mcp": { "command": "greb-mcp-js", "env": { "GREB_API_KEY": "grb_your_api_key_here" } } } } CLAUDE CODE SETUP Mac/Linux (Python): claude mcp add --transport stdio greb-mcp --env GREB_API_KEY=grb_your_api_key_here -- greb-mcp Windows PowerShell (Python): claude mcp add greb-mcp greb-mcp --transport stdio --env "GREB_API_KEY=grb_your_api_key_here" Mac/Linux (Node.js): claude mcp add --transport stdio greb-mcp --env GREB_API_KEY=grb_your_api_key_here -- greb-mcp-js Windows PowerShell (Node.js): claude mcp add greb-mcp greb-mcp-js --transport stdio --env "GREB_API_KEY=grb_your_api_key_here" TOOL: code_search Search code using natural language queries powered by AI. Parameters: - query (string, required): Natural language search query - keywords (object, required): Search configuration - keywords.primary_terms (string array, required): High-level semantic terms (e.g., "authentication", "database") - keywords.code_patterns (string array, optional): Literal code patterns to grep for - keywords.file_patterns (string array, required): File extensions to search (e.g., ["*.ts", "*.js"]) - keywords.intent (string, required): Brief description of what you're looking for - directory (string, required): Full absolute path to directory to search Example: { "query": "find authentication middleware", "keywords": { "primary_terms": ["authentication", "middleware", "jwt"], "code_patterns": ["authenticate(", "isAuthenticated"], "file_patterns": ["*.js", "*.ts"], "intent": "find auth middleware implementation" }, "directory": "/Users/dev/my-project" } Response includes: - File paths - Line numbers - Relevance scores - Code content - Reasoning for each match USAGE EXAMPLES Ask your AI assistant to search code naturally: "Use greb mcp to find authentication middleware" "Use greb mcp to find all API endpoints" "Use greb mcp to look for database connection setup" "Use greb mcp to find where user validation happens" "Use greb mcp to search for error handling patterns" LINKS Website: https://grebmcp.com Documentation: https://grebmcp.com/docs Get API Key: https://grebmcp.com/dashboard/api-keys

Testing

CodeConductor IDE Orchestrator gives Claude Desktop full access to your development environment through a secure MCP server. It connects Claude to your VS Code workspace, enabling real file operations, code navigation, Git workflows, and automated development tasks. The server exposes 24 IDE tools, including: File operations — open, read, write, list, search Code intelligence — go to definition, find references, diagnostics Git automation — status, diff, stage, commit, push (Pro) Command execution — run terminal commands safely (Pro) Command Execution Safety: Pro users can run commands through Claude, but everything is protected by a three-tier safety system. Safe commands run automatically, while higher-risk commands require explicit confirmation and are screened for dangerous patterns. This prevents accidental damage and blocks command injection attempts. All operations run locally on your machine, never transmit code, and follow a tier-based permission system (Free vs Pro). Requires the CodeConductor VS Code extension to function. This orchestrator turns Claude into a capable, controlled development assistant that operates directly inside your real project.

MCP server that bridges Torna API documentation system with AI assistants (Cursor, Claude Desktop, etc.). Query, search, and explore your Torna API docs through natural language.

A Better Mcp ssh Server. support host in ~/.ssh/config ,Don't need add every host to mcp config file. Give host to AI such as: use ssh mcp connect my_ssh_server, check disk space.

Api Portal可以查询您的API都有哪些

100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management

MCP Server for Mailjet SaaS Platform

A Model Context Protocol (MCP) server that provides secure SSH capabilities for AI assistants, enabling remote command execution and port forwarding with comprehensive security controls.

TestDino MCP boosts your AI assistant with powerful tools and analysis capabilities. It lets your AI analyze test runs, perform root-cause analysis, and detect failure patterns

Prevents your AI from breaking code by revealing hidden file dependencies through git forensics.

MCP服务器，提供房产小区评级和评估功能

## Features - **Device Control**: GPIO, PWM, sensors, cameras - **Robotic Arms**: Amber B1, Lucid One with gripper support - **Mesh Networking**: Auto-discovery across LAN - **Security**: AES-256 encryption, token auth ## Installation pip install regennexus

MCP Server for GetOutpost.in - Access real-time Indian options market data and volatility analytics. Analyze IV, RV, VRP, and skew with automated token management and percentile-based filtering tools.

Create uncensored, high-quality, watermark-free AI images completely free and unlimited. Powered by the Flux.Dev open-source model, PictoFlux outputs HD results in ~5 seconds with up to 4 images generated in parallel so you can compare and pick the best. Choose from 25+ preset styles, multiple aspect ratios and high-res sizes, no registration required, with quality rivaling GPT-4o and other commercial models.

A comprehensive MCP server for configuring and managing Cisco ACI (Application Centric Infrastructure) fabrics through the APIC REST API.

Connect ConnectSafely to AI assistants like Claude Desktop, Cursor, and n8n using the Model Context Protocol. Enable seamless AI-driven LinkedIn automation and smart workflows.

Extracts ASN.1 definition from a text possibly containing it

Remote-only social media MCP server for Twitter/X, Instagram, and TikTok data & insights.

This MCP server can be used to fully drive the Swift Missive public live demo account. Your agent can use the tools on here to create email templates, segment contacts by filters, send email campaigns, examine campaign metrics, and pretty much anything else a regular user can do one swiftmissive.com Note: This MCP server connects to a PUBLIC account for demonstration purposes and is only able to send emails to success@simulator.amazonses.com. Please do not upload PII using this MCP server. You can log into Swift Missive's demo account here: https://swiftmissive.com/demo-login Or you can watch a live demo of the MCP server in action on YouTube https://www.youtube.com/watch?v=g-3WDROaXQk

Build, test, debug, and interact with desktop and mobile applications with the Tauri framework. Screenshots, DOM state, and console logs from your running app give the AI rich context to understand what's happening—and tools to interact with it.

Enable AI agents to access Candice's trust layer using MCP. Setup in 3 Steps: 1 Create an Account on admin.candiceai.com 2 Generate API Key 3 Connect using your API key: https://mcp.candiceai.com/mcp?apikey=<yourkey>

zephyr rtos mcp server

# Etsy SEO Generator AI-powered Etsy product listing generator for Claude Desktop Generate perfect SEO titles, descriptions, and tags in seconds --- ## What is this? A Claude Desktop integration that generates complete, SEO-optimized Etsy product listings instantly. Perfect for Etsy sellers who want to: - Save 3+ hours per product listing - Rank higher in Etsy search results - Write compelling product descriptions - Never run out of creative tag ideas ## Quick Start ### A) CLI-only 1) Install and launch ``` npm install -g seerxo seerxo ``` 2) Sign in (recommended) ``` seerxo-mcp login ``` Sign in with Google in your browser and approve; the CLI saves your API key automatically (no manual envs needed). 3) Manual setup (optional) ``` seerxo-mcp configure --email your-email@example.com --api-key your-api-key ``` Use this if you already have an API key and just want to write it locally. ### Sample CLI session ``` SEERXO SEERXO • Etsy SEO Agent • v1.2.53 Describe your Etsy product → get title, description & tags. Interactive mode (help for all commands) • Type a short description of your product • Add a category with "|" (pipe) if you want Boho bedroom wall art set | Wall Art Tip Minimalist nursery wall art in black & white line art. Set of 3 abstract line art prints | Wall Art Quick commands help Show commands status Show config & key state login Open approval link to sign in configure Set email & API key generate Guided prompt (product/category) quit Exit interactive mode [seerxo] › login Requesting SEERXO CLI login... Open this link in your browser to approve CLI login: https://api.seerxo.com/auth/google?redirect=... Waiting for approval... Login approved. Credentials saved locally. You can now run "seerxo-mcp" in Claude Desktop. [seerxo] › generate Product: boho wall art Category (optional): Wall Art Title: Boho Wall Art Set of 3 | Minimalist Line Art Prints Description: ... Tags: boho wall art, line art prints, minimalist decor, ... [seerxo] › ``` ### B) Claude Desktop + MCP 1) Install CLI (same as above) and sign in with `seerxo-mcp login`. 2) Add this to your Claude Desktop config: **macOS:** ~/Library/Application Support/Claude/claude_desktop_config.json **Windows:** %APPDATA%/Claude/claude_desktop_config.json ``` { "mcpServers": { "seerxo": { "command": "seerxo-mcp", "env": { "SEERXO_EMAIL": "your-email@example.com", "SEERXO_API_KEY": "your-api-key" } } } } ``` Note: SEERXO_EMAIL and SEERXO_API_KEY are written to ~/.seerxo-mcp/config.json after CLI login; you can copy from there if you prefer. 3) Restart Claude Desktop Close and reopen Claude Desktop completely. 4) Start Using That's it! Just ask Claude: ``` Generate an Etsy listing for my handmade ceramic coffee mug ``` **Free Tier:** 5 generations per month **Premium:** Unlimited generations - Upgrade at seerxo.com Note: The previous package `seerxo-mcp` is deprecated. Use `npm install -g seerxo`. --- ## Examples ### Simple Request ``` Create Etsy SEO for "vintage leather journal" ``` ### With Category ``` Generate an Etsy listing for handmade candles in the Home & Living category ``` ### With Details ``` I'm selling boho macrame wall hangings. Create an optimized Etsy listing with title, description, and tags. ``` --- ## What You Get Each generation includes: ### SEO Title - Under 140 characters (Etsy requirement) - Primary keywords included - Compelling and click-worthy ### Product Description - Engaging opening hook - Key features and benefits - Usage scenarios - Call-to-action ### 13 Optimized Tags - Mix of broad and specific keywords - Etsy search-optimized - Trending search terms included ### Price Suggestion - Based on similar Etsy products - Market competitive range --- ## Web Interface Prefer not to use Claude Desktop? Try our web interface: **seerxo.com** - Live demo - Instant results - No installation needed --- ## Sample Output **Input:** "Handmade ceramic coffee mug" **Output:** ``` TITLE Handmade Ceramic Coffee Mug | Artisan Pottery | Unique Kitchen Gift | Microwave Safe DESCRIPTION Elevate your morning coffee ritual with this beautifully handcrafted ceramic mug. Each piece is lovingly made by skilled artisans, ensuring no two mugs are exactly alike. The perfect addition to your kitchen collection or a thoughtful gift for coffee lovers. Featuring a comfortable ergonomic handle and smooth glazed finish. Features: • Handmade with premium ceramic • Microwave and dishwasher safe • 12oz capacity • Unique one-of-a-kind design Perfect for daily use or special occasions. Makes an excellent housewarming or birthday gift. TAGS handmade mug, ceramic coffee cup, pottery mug, artisan mug, unique gift, coffee lover gift, handcrafted, kitchen decor, tea cup, housewarming gift, birthday present, ceramic pottery, handmade gift SUGGESTED PRICE $28-$45 ``` --- ## Support - GitHub Issues - support@seerxo.com - seerxo.com --- ## License MIT License - see LICENSE file for details. --- **Built for Etsy sellers by Seerxo**

# Zapcode Figma MCP Server [](https://www.npmjs.com/package/zapcode-figma-mcp) Connect your Figma designs directly to AI tools like Claude Desktop, Claude Code, Cursor, and Cline. Get real-time HTML, CSS, images, and assets from selected Figma frames through the Model Context Protocol. ## Features - **Real-time Design Context** - Fetches live data from your currently selected Figma frame - **Complete Asset Export** - Supports SVG, PNG, JPG, PDF, and all Figma asset types - **Configurable Storage** - Save assets to custom paths or default workspace location - **Auto-organized Assets** - Assets grouped by type (svg/, png/, jpg/, etc.) - **Zero Configuration** - Works out of the box with npx - **Rich Context** - Provides HTML structure, CSS styles, images, and design specifications ## Prerequisites 1. **Node.js 16+** - [Download here](https://nodejs.org/) 2. Figma 3. **[Zapcode Figma Plugin](https://www.figma.com/community/plugin/1454956820198178710/zapcode)** - Install from Figma Community ## Installation ### Claude Desktop Add to your `claude_desktop_config.json`: **macOS**: `~/Library/Application Support/Claude/claude_desktop_config.json` **Windows**: `%APPDATA%\Claude\claude_desktop_config.json` ```json { "mcpServers": { "zapcode-figma": { "command": "npx", "args": ["-y", "zapcode-figma-mcp"] } } } ``` Restart Claude Desktop after making changes. ### Claude Code Add to your `claude_code_config.json`: **macOS/Linux**: `~/.config/claude-code/claude_code_config.json` **Windows**: `%APPDATA%\claude-code\claude_code_config.json` ```json { "mcpServers": { "zapcode-figma": { "command": "npx", "args": ["-y", "zapcode-figma-mcp"] } } } ``` ### Cursor Add to your MCP settings configuration: ```json { "mcpServers": { "zapcode-figma": { "command": "npx", "args": ["-y", "zapcode-figma-mcp"] } } } ``` ### Cline (VS Code Extension) Add to Cline's MCP settings: ```json { "mcpServers": { "zapcode-figma": { "command": "npx", "args": ["-y", "zapcode-figma-mcp"] } } } ``` ### Windsurf Add to your Windsurf MCP configuration: ```json { "mcpServers": { "zapcode-figma": { "command": "npx", "args": ["-y", "zapcode-figma-mcp"] } } } ``` ### Zed Editor Add to your Zed settings (MCP support currently in preview): ```json { "context_servers": { "zapcode-figma": { "command": "npx", "args": ["-y", "zapcode-figma-mcp"] } } } ``` ### Continue (VS Code/JetBrains) Add to Continue's configuration: ```json { "mcpServers": { "zapcode-figma": { "command": "npx", "args": ["-y", "zapcode-figma-mcp"] } } } ``` ### GitHub Copilot Add to your GitHub Copilot MCP configuration: ```json { "servers": { "zapcode-figma": { "type": "stdio", "command": "npx", "args": ["-y", "zapcode-figma-mcp"] } } } ``` ## How It Works 1. **Install Plugin** - Add Zapcode plugin to Figma Desktop 2. **Run Plugin** - Launch Zapcode plugin from Figma 3. **Select Frame** - Choose any frame in your Figma design 4. **Ask AI** - Ask AI to bring you the figma context 5. **Get Context** - Receive complete design data and assets ## Troubleshooting ### "Figma plugin is not connected" **Cause**: MCP server cannot reach the Zapcode Figma plugin. **Solution**: 1. Open Figma Desktop App 2. Open your design file 3. Run Zapcode plugin (Plugins → Zapcode) 4. Ensure plugin window stays open 5. Retry connecting using toggle 5. Try the MCP tool again ### Assets Not Saving **Cause**: Permission issues or invalid path. **Solution**: 1. Ensure the assets path exists or parent directory is writable 2. Use absolute paths for clarity 3. Check file permissions on the target directory ## Asset Organization Assets are automatically organized by type: ``` assets/ ├── svg/ │ ├── icon_component.svg │ └── logo.svg ├── png/ │ ├── screenshot_1.png │ └── image_export.png └── jpg/ └── photo.jpg ``` ## Supported Clients This server works with any MCP-compatible client, including: - [Claude Desktop](https://modelcontextprotocol.io/clients#claude-desktop) - Anthropic's desktop application - [Claude Code](https://claude.com/claude-code) - Anthropic's official CLI for Claude - [Cursor](https://www.cursor.com/) - AI-first code editor - [Cline](https://github.com/cline/cline) - Autonomous coding agent for VS Code - [Windsurf](https://codeium.com/windsurf) - AI-powered IDE with MCP Plugin Store - [Zed](https://zed.dev/) - High-performance code editor (MCP in preview) - [Continue](https://continue.dev/) - Open-source IDE extension - [GitHub Copilot](https://github.com/features/copilot) - With MCP support in VS Code ## Links - [NPM Package](https://www.npmjs.com/package/zapcode-figma-mcp) - [Zapcode Figma Plugin](https://www.figma.com/community/plugin/1454956820198178710/zapcode) - [Model Context Protocol](https://modelcontextprotocol.io/) - [MCP Servers Collection](https://github.com/modelcontextprotocol/servers) --- **Sources:** - [Model Context Protocol Official Servers](https://github.com/modelcontextprotocol/servers) - [GitHub MCP Server](https://github.com/github/github-mcp-server) - [MCP Clients Directory](https://github.com/punkpeye/awesome-mcp-clients) - [Official MCP Client Examples](https://modelcontextprotocol.io/clients)

This MCP server connects AI assistants (like Claude, ChatGPT, and others that support MCP) to your Meet.bot account, allowing them to schedule meetings on your behalf. Instead of manually copying booking links or checking your calendar, you can simply ask your AI assistant to "schedule a 30-minute meeting with John next week" and it will handle the booking through your MeetBot scheduling pages. How it works: 1. Connect your MeetBot API token to the MCP server 2. Configure your AI assistant to use this MCP server 3. Ask your AI assistant to schedule meetings - it can check your availability, find time slots, and book meetings directly through your MeetBot account This is particularly useful for busy professionals who want to automate meeting scheduling and let their AI assistant manage their calendar intelligently. If you don't have an account, you can get one for free at https://meet.bot

An MCP (Model Context Protocol) server that enables LLMs to interact with Cisco Intersight APIs. Includes an intelligent Security & Health Check Agent that automatically orchestrates comprehensive infrastructure analysis.

The Supabase MCP server connects AI assistants directly with your Supabase project, allowing them to manage tables, fetch config, query data, and perform database operations. Uses the official Model Context Protocol standardized connection.

让 AI 帮你做移动端测试，生成的脚本直接跑 Jenkins，从手动到自动化只需要一杯咖啡的时间

Realty In Us API