| WWindows Forensics MCP ServerWindows DFIR from Linux - A comprehensive forensics toolkit designed entirely for Linux environments with zero Windows tool dependencies. Parse Windows artifacts natively using pure Python libraries | F | 0 | 11 | 2 | 4 |
| OOpen Food Facts MCP ServerMCP Server for OpenFoodFacts. | F | 0 | 5 | 5 | — |
| AAwesome MCP ServersAwesome MCP Servers for ... everything | F | 0 | 9 | — | 7 |
| GGrowthbook MCP ServerThe official GrowthBook MCP Server lets you create feature flags, review experiments, and more right from your favorite AI tool. | F | 0 | 21 | — | — |
| SSidemailSidemail.io's official MCP Server. Provides Model Context Protocol (MCP) integration for Sidemail.io, enabling programmatic access to Sidemail's transactional emails, contacts, domains, and Messenger features for product updates and newsletters via MCP agent mode (in VS Code, Claude, Cursor and other MCP clients). | F | 0 | 17 | — | 8 |
| TTiger Data MCP ServerThe Tiger MCP server provides mcp tools for managing and querying Postgres database services on tiger cloud. Tiger cloud is the best PostgreSQL cloud provider for Developers,
Devices, and Agents. It provides TimescaleDB, which optimizes Postgres for insert-heavy workloads like time-series, events, transactions, and append-mostly datasets. | F | 0 | 6 | 4 | — |
| UUnified Memory Forensics MCP ServerUnified Memory Forensics MCP Server - Multi-tier engine combining Rust speed with Vol3 coverage. | F | 20 | 5 | 2 | 2 |
| RRival Mcprival-mcp
MCP server for querying AI model comparison data from rival.tips
This server lets AI coding assistants — Claude Code, Cursor, Windsurf, and any MCP-compatible client — natively query model benchmarks, pricing, capabilities, and side-by-side comparisons without leaving your editor.
Quick Start
npx rival-mcp
No API key required. All data is served from the public rival.tips API.
Configuration
Claude Code
Add to your .claude/settings.json (project-level) or ~/.claude/settings.json (global):
{
"mcpServers": {
"rival": {
"command": "npx",
"args": ["-y", "rival-mcp"]
}
}
}
Claude Desktop
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": {
"rival": {
"command": "npx",
"args": ["-y", "rival-mcp"]
}
}
}
Cursor
Add to your Cursor MCP settings (.cursor/mcp.json):
{
"mcpServers": {
"rival": {
"command": "npx",
"args": ["-y", "rival-mcp"]
}
}
}
Windsurf
Add to your Windsurf MCP config:
{
"mcpServers": {
"rival": {
"command": "npx",
"args": ["-y", "rival-mcp"]
}
}
}
Available Tools
list-models
List all AI models with optional filtering.
Parameters:
Parameter Type Description
provider string (optional) Filter by provider: OpenAI, Anthropic, Google, Meta, Mistral, etc.
category string (optional) Filter by category: flagship, reasoning, coding, small, free, image-gen
capability string (optional) Filter by capability: chat, code, vision, image-gen, function-calling
q string (optional) Free-text search across name, ID, provider, and description
Example prompts:
"List all Anthropic models"
"Show me free models"
"What models support vision?"
get-model
Get detailed information about a specific model — benchmarks, pricing, capabilities, unique features, and provider availability.
Parameters:
Parameter Type Description
id string (required) Model ID, e.g. gpt-4.1, claude-3.7-sonnet, gemini-2.5-pro
Example prompts:
"Get details on claude-3.7-sonnet"
"What are the benchmarks for gpt-4.1?"
compare-models
Compare 2-3 models side by side — benchmarks, pricing, capabilities, and shared challenges.
Parameters:
Parameter Type Description
models string (required) Comma-separated model IDs (2-3). Example: gpt-4.1,claude-3.7-sonnet
Example prompts:
"Compare GPT-4.1 vs Claude 3.7 Sonnet"
"How does Gemini 2.5 Pro stack up against GPT-4.1 and Claude Sonnet?"
search-models
Search for models by name, description, or capability when you don't know the exact model ID.
Parameters:
Parameter Type Description
query string (required) Search query, e.g. vision, cheap coding, fast reasoning
Example prompts:
"Find models good at coding"
"Search for cheap reasoning models"
Development
# Install dependencies
npm install
# Run in development mode
npm run dev
# Build for production
npm run build
# Run the built server
npm start
How It Works
This MCP server communicates over stdio (standard input/output) using the Model Context Protocol. When an AI assistant needs model comparison data, it calls the appropriate tool, which fetches data from the rival.tips public API and returns structured JSON.
The server exposes no resources or prompts — only tools. All data is read-only and publicly available.
Data Source
All model data comes from rival.tips, an AI model comparison platform featuring:
60+ AI models with benchmarks, pricing, and capability data
Side-by-side comparisons with shared challenge responses
Community-driven AI duel voting and rankings
Pre-generated showcase responses across coding, creative, and reasoning tasks
License
MIT | D | 28 | 18 | — | — |
| LLimelink Mcp ServerMCP server for managing Limelink dynamic links. Create short links with platform-specific deep linking (iOS/Android), social media previews, and UTM tracking. Retrieve link details by suffix or full URL. Includes
documentation resources and guided prompts for link creation and deep linking setup.ㅌ | D | 31 | 12 | — | 3 |
| MMy Mcp Server個人用途MCPサーバ | D | 35 | 4 | 2 | 1 |
| MMacos Notification McpmacOS Notification MCP enables AI assistants to trigger native macOS sounds, visual notifications, and text-to-speech. Built for Claude and other AI models using the Model Context Protocol. | D | 42 | 5 | 2 | — |
| Llibvirt-mcpExperimental MCP server for Libvirt | C | 50 | 4 | 2 | — |
| �🍃 Furikake (or furi)CLI & API for MCP management and execution | C | 50 | 3 | 2 | — |
| KKaspersky Opentip Mcp ServerKaspersky OpenTIP Model Context Protocol Server
This server gives access to Kaspersky OpenTIP API to agentic applications. | C | 50 | 3 | 2 | — |
| MMCP Resend EmailMCP server for sending email by Resend | C | 52 | 10 | — | — |
| MmacOS Forensics Mcp ServerMCP (Model Context Protocol) server for macOS Digital Forensics and Incident Response (DFIR). | C | 55 | 3 | — | 3 |
| NNebulablock Mcp ServerThis server integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools, enabling seamless and efficient interaction within any MCP-compatible environment. | C | 59 | 3 | 1 | — |
| DDHTMLX MCP ServerThe DHTMLX MCP Server gives AI coding assistants real-time access to up-to-date DHTMLX documentation, preventing outdated API suggestions and ensuring awareness of the latest features. It supports all major DHTMLX products, including Gantt, Scheduler, Suite, Diagram, and other UI components. | C | 60 | 6 | 1 | 1 |
| VVoidMob MCPMobile proxies, Non-VoIP SMS verifications, and global eSIM data plans for AI agents and MCP clients. 18 tools for renting phone numbers, purchasing mobile proxies, buying eSIM data plans, and managing crypto wallet deposits. | C | 61 | 11 | — | 1 |
| VVoteShipMCP server for VoteShip - manage feature requests, votes, roadmaps, and changelogs from any MCP client. 22 tools, 5 resources, 4 workflow prompts. Triage feedback, detect duplicates, plan sprints, and generate changelogs with AI | C | 67 | 4 | 1 | — |
| ZZhook Mcp ServerThe official Model Context Protocol (MCP) server for https://zhook.dev, enabling AI agents to interact with your Zhook webhooks, events, and metrics.
Create Hooks: Create new webhooks or MQTT hooks directly from your agent.
List Hooks: Retrieve a list of your configured webhooks.
Inspect Events: View recent events for a specific hook.
Wait for Event: Pause execution and wait for a specific event to occur.
Metrics: Access detailed metrics about your webhook performance. | C | 67 | 3 | 1 | — |
| NNew Relic MCP ServerRun NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, create synthetics, and annotate deployments — all from your MCP client.
A full‑featured New Relic MCP server that goes far beyond basic NRQL. It exposes safe, typed tools for APM discovery, alert policy/incident workflows (including acknowledge), entity search and deep details, creating Synthetics Browser monitors, and New Relic REST v2 coverage for deployments and metrics with region awareness and auto‑pagination. | C | 67 | 3 | 1 | — |
| BBitnovo PayMCP server for Bitnovo Pay integration with AI agents. Provides cryptocurrency payment capabilities through Bitnovo Pay API. Features include payment creation, status checking, QR code generation, and webhook management with support for multiple tunnel providers (ngrok, zrok, manual). | C | 67 | 3 | 1 | — |
| DDeep ResearchA Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents. | C | 67 | 5 | 1 | — |
| AAdvanced Keycloak Mcp ServerAdvanced Keycloak Mcp Server with many tools | C | 68 | 10 | — | — |
| JJira PilotAI-powered Jira CLI and MCP server for humans and agents to manage issues, sprints, boards with interactive wizards, multi-provider AI (OpenAI/Gemini/Anthropic), and a 14-tool MCP server for AI assistants | C | 69 | 9 | — | 1 |
| AArtificial AnalysisI built this to give my AI assistants the latest information on model performance benchmarks provided by https://artificialanalysis.ai to make informed decisions on model choice. | C | 69 | 6 | — | 1 |
| PPromptmcpAn MCP server that uses a local directory to store prompt templates (default ~/.promptmcp) | C | 70 | 2 | — | 2 |
| MMCP Add Servermcp-add-server | C | 70 | 4 | — | 2 |
| MMCP-OS · Model Context Protocol Orchestration SystemMCP‑OS fetches just the MCPs your task needs, cutting prompt bloat and toggling servers on‑demand for a lean, secure toolset. | C | 70 | 2 | — | 2 |
| BBun Documentation MCPA MCP server that provides Bun documentation to AI assistants. This enables your AI to access up-to-date Bun documentation and provide accurate guidance on Bun APIs.
✨ Features
Version-matched documentation: uses your local node_modules/bun-types/docs/, or syncs from GitHub based on your Bun version
Search functionality: includes a grep tool with JavaScript regex support for searching documentation
Built with Bun: for Bun
AI-friendly: structured to provide relevant context to AI assistants | C | 70 | 2 | — | 2 |
| CClericCleric - Configure Claude settings for MCP servers through a simple GUI | B | 75 | 1 | 1 | — |
| MMCP Server NeurolorapMirror of | B | 75 | 1 | 1 | — |
| MMCP Server NeurolorapMCP server for code collection and documentation | B | 75 | 1 | 1 | — |
| GGithub Mcp ServerGitHub's official MCP Server | B | 75 | 2 | 1 | — |
| MMcp ArcknowledgeThis MCP server conveniently lets you configure and interact across all your custom webhook endpoints from a config(knowledgebase json).
You can manage new endpoint knowledge doc sources URLs. | B | 75 | 1 | 1 | — |
| MMCP n8n API ServerMCP server for n8n API integration - Connect Claude AI to n8n workflows | B | 75 | 1 | 1 | — |
| Fflightradar-24-mcp-serverFlightrader24 MCP Server | B | 75 | 1 | 1 | — |
| SSmartlead Simplified MCP ServerLocal version of Smartlead MCP for quick download and deployment to MCP compatible clients or n8n. | B | 75 | 1 | 1 | — |
| Mmcp-dingding-botMCP Server for send text/markdown message via dingding (aka dingtalk) group custom robot | B | 75 | 1 | 1 | — |
| MMyMCPA collection of Model Context Protocol (MCP) servers providing various integrations and capabilities for MCP-compatible clients like Claude Desktop, VS Code, and other AI applications. | B | 75 | 1 | 1 | — |
| NN8N MCP Server for RailwayN8N MCP Server deployment for Railway | B | 75 | 1 | 1 | — |
| MMCP Evolution APIMCP server for evolution, the non official api for whatsapp | B | 75 | 1 | 1 | — |
| RRagie Model Context Protocol ServerMirror of | B | 75 | 2 | 1 | — |
| SSynterMCP server for AI agents to manage ad campaigns across Google, Meta, LinkedIn, Microsoft, Reddit, TikTok, and more. Create campaigns, pull performance data, generate AI creatives, and optimize budgets. Also, for conversion tracking, google analytics, posthog, hubspot, salesforce.com, stripe, and more. | B | 75 | 5 | 1 | — |
| MMcp Server TempmailAn MCP (Model Context Protocol) server for temporary email management using the ChatTempMail API. | B | 75 | 2 | 1 | — |
| AAWS CodePipeline MCP ServerThis is a Model Context Protocol (MCP) server that integrates with AWS CodePipeline, allowing you to manage your pipelines through Windsurf and Cascade. The server provides a standardized interface for interacting with AWS CodePipeline services. | B | 75 | 1 | 1 | — |
| AAchriomThe media memory layer for AI agents and their humans. Your AI client gets 29 tools to search your collection, add items, update ratings, preview music, and find patterns across everything you've read, watched, and listened to. | B | 75 | 2 | 1 | — |
| Ccmd-line-executor MCP serverExperimental MCP server to execute command line commands | B | 76 | 3 | — | — |
| MMCP EChartsGenerate Apache ECharts diagram and chart with AI MCP dynamically. Using for chart generation and data analysis.
✨ Features
- Fully support all features and syntax of ECharts, include data, style, theme and so on.
- Support exporting to png, svg, and option formats, with validation for ECharts to facilitate the model's multi-round output of correct syntax and graphics.
- Lightweight, we can install it with zero dependence.
- Extremely secure, fully generated locally, without relying on any remote services.
🤖 Usage
To use with Desktop APP, such as Claude, VSCode, Cline, Cherry Studio, and so on, add the MCP server config below. On Mac system:
{
"mcpServers": {
"mcp-echarts": {
"command": "npx",
"args": [
"-y",
"mcp-echarts"
]
}
}
}
On Window system:
{
"mcpServers": {
"mcp-echarts": {
"command": "cmd",
"args": [
"/c",
"npx",
"-y",
"mcp-echarts"
]
}
}
}
Also, you can use it on aliyun, modelscope, glama.ai, smithery.ai or others with HTTP, SSE Protocol. | B | 76 | 7 | — | — |
| TTencent RTC MCPIt exposes Tencent RTC SDK documentation and Tencent RTC API resources to LLM-based tools. This improves the ability of LLM AI Agent to understand and interact with the Tencent RT SDK and API. | B | 76 | 7 | — | — |
| WWinston Ai McpAI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. The Winston AI MCP server also offers a robust plagiarism checker to help maintain integrity. | B | 76 | 6 | — | — |
| MMcp Mysql ServerA Model Context Protocol server that provides MySQL database operations. This server enables AI models to interact with MySQL databases through a standardized interface.Supports operations such as querying, inserting, updating, deleting, DDL, parsing SQL statements, and performance analysis on databases. | B | 76 | 8 | — | — |
| CCryptoweatherCryptoWeather MCP Server provides real-time Bitcoin price prediction signals from the CryptoWeather AI system. Get hourly updated trading signals, performance metrics, and AI-driven market insights directly in your Claude conversations. | B | 77 | 2 | — | 1 |
| AAlibaba Cloud DMS MCP Server 🌐A universal multi-cloud data MCP Server supporting over 30 types of data source connections, providing secure, cross-source data access in a single platform.
Supports full range of Alibaba Cloud services and Mainstream databases/data warehouses. | B | 77 | 2 | — | 1 |
| MMcp Probe Kitmcp-probe-kit is a protocol-level toolkit designed for developers who want AI to truly understand their project's intent. It's not just a collection of 21 tools—it's a context-aware system that helps AI agents grasp what you're building. | B | 77 | 7 | — | 1 |
| FForge - GPU Kernel OptimizationTurn slow PyTorch into fast CUDA/Triton kernels. 32 parallel swarm agents optimize your code on real datacenter GPUs (B200, H200, H100, A100) with up to 14x speedup over torch.compile. | B | 77 | 5 | — | 1 |
| UUSQLMCPA universal SQL MCP (Model Context Protocol). | B | 77 | 2 | — | 1 |
| DDefangThe Defang Model Context Protocol (MCP) Server is tailored for developers who work primarily within integrated development environments (IDEs). It enables seamless cloud deployment from supported editors such as Cursor, Windsurf, VS Code, VS Code Insiders, and Claude, delivering a fully integrated experience without leaving your development environment. | B | 77 | 4 | — | 1 |
| AAws Kb Retrieval ServerAn MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime. | B | 84 | 4 | — | — |
| Ssftp-ssh-mcpMCP server exposing SSH and SFTP control for Linux and Windows systems via Model Context Protocol. | B | 84 | 4 | — | — |
| 歌歌者ppt能够通过话题生成排版精美、内容详实的 PPT | B | 84 | 4 | — | — |
| AAluviaGive your AI agent unblockable browser access. Aluvia routes traffic through premium mobile carrier IPs to bypass 403s, CAPTCHAs, and WAFs automatically. | B | 84 | 4 | — | — |
| JJustpayaiJustPayAI — The payment layer for AI agents. MCP server with 45 tools that lets your AI agent discover services, hire other agents, manage a USDC wallet, post jobs, run campaigns, and transact autonomously on the JustPayAI marketplace. | B | 84 | 4 | — | — |
| TTwilio MCP MonorepoMonorepo providing 1) OpenAPI to MCP Tool generator 2) Exposing all of Twilio's API as MCP Tools | B | 84 | 3 | — | — |
| VVjshi Mcp在支持MCP协议的AI大模型客户端中，使用光厂(https://www.vjshi.com/?mcp)接口，搜索正版高清商用视频素材 | B | 84 | 4 | — | — |
| Mmcp-ssh-toolkit-pymcp-ssh-toolkit-py is a powerful MCP server for secure SSH command execution via Model Context Protocol. | B | 84 | 2 | — | — |
| AAnycrawl - Turn Any Website Into Llm ReadyTurn any website into LLM-ready, and provide SERP | B | 84 | 3 | — | — |
| MMCP Smart CrawlerMCP Smart Crawler is a Model Context Protocol (MCP) server uses Playwright to crawl web content, extract metadata, and download resources such as videos and images. | B | 84 | 4 | — | — |
| TTencent LexiangOfficial Lexiang MCP Server | B | 84 | 11 | — | — |
| SScrapiWeb scraping MCP server for AI agents. Bypass anti-bot systems and get clean, LLM-ready Markdown content. Supports both stdio and Streamable HTTP transports. Built on 8+ years of production scraping infrastructure. | B | 84 | 5 | — | — |
| TTurtle Noir MCPMCP server for Turtle Soup (lateral thinking puzzles). Start sessions, ask questions, get 4-class judgments (Yes/No/Both/Irrelevant), and reveal the full story when allowed. | B | 84 | 4 | — | — |
| MMint Club V2Trade bonding curve tokens on Base via Mint Club V2. Buy, sell, swap (smart routing via bonding curves + Uniswap V3/V4), create tokens, check prices and balances. 10 tools for AI-powered DeFi on Base. | B | 84 | 5 | — | — |
| FFizzy MCPMCP server for Fizzy kanban task management. 8 tools for boards, cards, comments, checklists, and bulk operations. | B | 84 | 4 | — | — |
| VVonage API Bindings MCP ServerThis server integrates a variety of Vonage's APIs as tools to help developers work with their applications. | B | 84 | 3 | — | — |
| SSanity MCP ServerConnect your Sanity content to AI agents. Create, update, and explore structured content using Claude, Cursor, and VS Code via the Model Context Protocol. Transform content operations from complex queries to simple conversations—giving your team superpowers without sacrificing structure. | B | 84 | 5 | — | — |
| PPublic Apis Mcp提供对 [public-apis](https://github.com/public-apis/public-apis) 数据库的智能访问和管理功能。为开发者提供便捷的公共 API 发现、搜索和集成服务。通过标准化的 MCP 协议，您可以轻松地在各种 AI 助手和开发工具中集成丰富的公共 API 资源。 | B | 84 | 5 | — | — |
| CCloudsway SmartsearchAn MCP server integrating the remote Cloudsway Smart Search API, providing web search functionality. | B | 84 | 4 | — | — |
| SSharePoint MCP Server Node.js-Based REST API. The Most Powerful SharePoint MCP to DateThis MCP server for Claude Desktop allows you to interact with SharePoint Online using the SharePoint REST API. It is designed to be used with the Claude Desktop app, but can also be used by other MCP clients. A lot of supported operations | B | 84 | 4 | — | — |
| 中中指房产估值 McpMCP服务器，提供房产小区评级和评估功能 | B | 84 | 5 | — | — |
| BBrave SearchWeb and local search using Brave's Search API | B | 85 | 1 | — | 1 |
| GGithubRepository management, file operations, and GitHub API integration | B | 85 | 1 | — | 1 |
| GGoogle MapsLocation services, directions, and place details | B | 85 | 1 | — | 1 |
| MMCP server for io.livecode.chRun io.livecode.ch as an MCP server | B | 85 | 1 | — | 1 |
| KKomodo McpMCP para Komodo es un servidor de protocolo MCP (Model Context Protocol) que proporciona una interfaz programática completa para gestionar infraestructura Docker a través de la API de Komodo. | B | 85 | 1 | — | 1 |
| MMCP Proxy ServerAn MCP proxy server that aggregates and serves multiple MCP resource servers through a single interface | B | 85 | 1 | — | 1 |
| Mmcp-remote-serverA declarative, composable model context protocol server that uses a remote config | B | 85 | 1 | — | 1 |
| Mmcp-remote-serverMirror of | B | 85 | 1 | — | 1 |
| CCoding Standards MCP ServerMCP Server for Coding Standards - providing standardized coding guidelines and best practices | B | 85 | 1 | — | 1 |
| TTerminatorA lightweight Model Context Protocol (MCP) server written in Go that enables secure terminal command execution on macOS and Linux. Supports persistent shell sessions, configurable timeouts, and both HTTP (StreamableHTTP) and STDIO transports. Designed for AI integrations and automation use cases with flexible session management and platform-aware execution. | B | 85 | 1 | — | 1 |
| WWeavely.ai Forms and SurveysAn MCP service for generating smart forms and surveys using natural language prompts via the Weavely API, returning a live editor link for immediate customization. | B | 85 | 2 | — | 1 |
| AAML WatcherAML Watcher – Automated AML Risk Detection & Monitoring
AML Watcher is a RESTful API solution designed to streamline the detection and monitoring of potential money laundering activities. By automating the screening process for individuals and entities, AML Watcher helps organizations meet regulatory compliance standards while minimizing manual overhead. | B | 85 | 1 | — | 1 |
| LLeague Of Legends Mock Match PredictorAI-powered League of Legends professional esports match predictor and summoner analysis tool. Predict outcomes for T1, Faker, Zeus, and other pro players with advanced statistical modeling. | B | 85 | 1 | — | 1 |
| CCopilot Terminal Mcp ServerAdvanced MCP Server for terminal management with GitHub Copilot integration
Transform your development experience with intelligent, non-blocking terminals perfectly integrated with GitHub Copilot and VS Code. | B | 85 | 7 | — | 1 |
| AApache Doris Mcp ServerDoris MCP (Model Control Panel) Server is a backend service built with Python and FastAPI. It implements the MCP (Model Control Panel) protocol, allowing clients to interact with it through defined "Tools". It's primarily designed to connect to Apache Doris databases, potentially leveraging Large Language Models (LLMs) for tasks like converting natural language queries to SQL (NL2SQL), executing queries, and performing metadata management and analysis. | B | 85 | 1 | — | 1 |
| MMagic Api Mcp ServerMagic-API MCP Server - A Model Context Protocol server for Magic-API development | B | 85 | 1 | — | 1 |
| WWagmi Tech Payment MCP ServerTurkey's First Payment MCP Server
The Wagmi Tech Payment MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with payment service providers, allowing developers and AI agents to create and manage payment links effortlessly. | B | 85 | 1 | — | 1 |
| NNova MCP ServersNova MCP servers collection - Puppeteer, GitHub, and Basic Memory integrations | B | 85 | 1 | — | 1 |
| CCyberChef API MCP ServerCyberChef API MCP Server ✨🧑🍳 | B | 85 | 1 | — | 1 |
| TThe Cleanup CrewTrigger a help request directly from your IDE via MCP and get human help in minutes | B | 85 | 3 | — | 1 |
| MMDN LookupTool to fetch and summarize developer documentation from [MDN Web Docs](https://developer.mozilla.org/).
## Features
- Search MDN for documentation using a query string.
- Returns a summary (first paragraph) and a link to the full documentation.
- Exposes an MCP-compatible tool server over stdio. | B | 85 | 1 | — | 1 |
| TTerminal Command Runner MCP ServerNeoMCP server | B | 85 | 1 | — | 1 |
| TTeamworkOfficial MCP server for Teamwork.com. | B | 85 | 1 | — | 1 |
| MMCP Bundler ServiceA microservice for bundling MCP servers from GitHub repositories and preparing it for deployment. | B | 85 | 1 | — | 1 |
| MMedullar MCP ServerMedullar MCP Server | B | 85 | 1 | — | 1 |
| GGCP MCPA Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations. | B | 85 | 1 | — | 1 |
| PPort IoPort is a developer portal-native AI that offers AI agents and an MCP server to build software catalogs, enable self-service actions, and connect directly to your IDE for smooth workflows. | B | 85 | 1 | — | 1 |
| Nnutanix-mcp-serverNutanix Prism Central と連携してクラスタ・仮想マシン情報を取得する MCP (Model Context Protocol) サーバーの FastAPI 実装 | B | 85 | 1 | — | 1 |
| TTavily MCP ServerBasic remote SSE MCP server for Tavily Search. | B | 85 | 1 | — | 1 |
| Mmcp-rust-agentA Rust-based implementation of an MCP server and client, demonstrating integration of various tools for LLM assistance. | B | 85 | 1 | — | 1 |
| NNats McpThis project provides a Model Context Protocol (MCP) server for NATS, enabling AI models and applications to interact with NATS messaging systems through a standardized interface. It exposes a comprehensive set of tools for interacting with NATS servers, making it ideal for AI-powered applications that need to work with messaging systems. | B | 85 | 1 | — | 1 |
| MMCP GrpcurlModel Context Protocol (MCP) server to interact with gRPC services using the grpcurl tool | B | 85 | 1 | — | 1 |
| PPandoc MCP ServerA Python-based MCP (Model Context Protocol) server powered by FastMCP that leverages Pandoc for flexible document conversion between various formats (Markdown, DOCX, PDF, HTML, etc.), designed for use with AI agents like Claude. Includes Docker configuration for easy deployment. | B | 85 | 1 | — | 1 |
| SScaffoldScaffold is a specialized RAG system that transforms entire codebase into a living knowledge graph, capturing the deep structural relationships between files, classes, and functions. This provides AI agents with the crucial context to accurately understand, maintain, and reason about complex software, moving far beyond simple text retrieval. | B | 85 | 1 | — | 1 |
| SSonarQubeThe SonarQube MCP Server is a Model Context Protocol (MCP) server that enables seamless integration with SonarQube Server or Cloud for code quality and security. It also supports the analysis of code snippet directly within the agent context. | B | 85 | 1 | — | 1 |
| Ssek-fx-mcpEn Model Context Protocol-server (MCP) som kopplar en LLM till Riksbankens API för kronans växelkurs. | B | 85 | 1 | — | 1 |
| NNumPy MCP ServerA Model Context Protocol (MCP) server for numerical computations with NumPy | B | 85 | 1 | — | 1 |
| MMCP Hub ProjectRepo to hold the code for the mcp server built in Gradio for the agents and mcp hackathon | B | 85 | 1 | — | 1 |
| アアイリ AndroidAllow LLM to use Android Device | B | 85 | 1 | — | 1 |
| AAlgonius Browser MCPOpen-source MCP server for browser automation. Enables AI systems to control browsers, interact with web pages, and extract content programmatically. | B | 85 | 1 | — | 1 |
| MMCP Apple NotesTalk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol. | B | 85 | 1 | — | 1 |
| BBrave SearchAn MCP server implementation that integrates the Brave Search API, providing comprehensive search capabilities including web search, local business search, image search, video search, news search, and AI-powered summarization. This project supports both HTTP and STDIO transports, with HTTP as the default mode. | B | 85 | 1 | — | 1 |
| SStrava MCP ServerMirror of | B | 85 | 1 | — | 1 |
| Mmcp-cursorAn MCP server for sending prompts to Cursor IDE | B | 85 | 1 | — | 1 |
| SSearXNG MCP ServerA Model Context Protocol (MCP) server for integrating with SearXNG metasearch engine. | B | 85 | 1 | — | 1 |
| IIvoryOS MCPIvoryOS is a Python-based unified robot control web interface, developed for user-friendly workflow design and control for Self-Driving Labs (SDLs). It works by introspecting the Python script, dynamically searching for available module and their method. The methods are available through direct function calls and stacking into workflows for later iteration. The IvoryOS MCP support all features including designing, managing workflows, and interacting with the loaded hardware/software execution layer.
* paper: https://www.nature.com/articles/s41467-025-60514-w
* code: https://gitlab.com/heingroup/ivoryos | B | 85 | 1 | — | 1 |
| MMcp SpeakThis is a Model Context Protocol (MCP) server that provides text-to-speech capabilities using the native MacOS say command. It allows AI agents (like Claude Desktop or Gemini CLI) to speak to you directly.
Note: This server is strictly for MacOS systems. | B | 85 | 1 | — | 1 |
| QQuantconnectThe QuantConnect MCP Server is a bridge for AIs (such as Claude and OpenAI o3 Pro) to interact with our cloud platform. When equipped with our MCP, the AI can perform tasks on your behalf through our API such as updating projects, writing strategies, backtesting, and deploying strategies to production live-trading.
To get your user Id and API token, see Request API Token (https://www.quantconnect.com/docs/v2/cloud-platform/community/profile#09-Request-API-Token).
Our MCP server is multi-platform capable. The options are `linux/amd64` for Intel/AMD chips and `linux/arm64` for ARM chips (for example, Apple's M-series chips). | B | 85 | 1 | — | 1 |
| GGuepardGuepard is an agent-native data platform that brings Git-style versioning to databases. It enables instant branching, safe snapshots, and full time-travel capabilities so developers and AI agents can explore, test, and collaborate on data without fear of corruption or downtime. | B | 85 | 1 | — | 1 |
| SSwitch Bot Mcp ServerThe SwitchBot MCP Server is a Model Context Protocol (MCP) server that provides a feature to control SwitchBot devices interactively using SwitchBotAPI. | B | 85 | 1 | — | 1 |
| WWizlights MCP ServerModel Context Protocol (MCP) server to allow LLMs to controls WiZ devices. | B | 85 | 1 | — | 1 |
| Mmcp-blackboardAn MCP server for managing context and memory for a multi-agent task execution based on agentic directed acyclic graph | B | 85 | 1 | — | 1 |
| CChrome Mcp Servera chrome extension for use your own chrome as a mcp server | B | 85 | 1 | — | 1 |
| OOctopus Deploy Mcp ServerA Model Context Protocol (MCP) server for interacting with Octopus Deploy. This server provides tools for managing projects, releases, and deployments through the MCP protocol.
Features
Project Management: List and query Octopus Deploy projects
Release Management: Get latest releases and create new releases
Deployment Management: Deploy releases and check deployment status
Multi-Space Support: Work with different Octopus Deploy spaces
Docker Support: Containerized deployment for easy integration | B | 85 | 1 | — | 1 |
| RRubber Duck MCP ServerA rubber duck MCP server for your LLM coding agent | B | 85 | 1 | — | 1 |
| MMcp Server Againmcp-server-again | B | 85 | 1 | — | 1 |
| Xxk6-mcpTest MCP servers with k6 | B | 85 | 1 | — | 1 |
| Mmcp-minimalA minimal MCP server to validate that MCP client configurations are working. | B | 85 | 1 | — | 1 |
| MMcp Aoai Web BrowsingA minimal Model Context Protocol 🖥️ server/client🧑💻with Azure OpenAI and 🌐 web browser control via Playwright. | B | 85 | 1 | — | 1 |
| �🚀 Cloudways MCP ServerCloudways MCP Server | B | 85 | 1 | — | 1 |
| RRepo ExplorerMCP server for efficient Git repository exploration with advanced caching. Search code patterns across multiple repositories, manage reference codebases, and analyze patterns with 95%+ performance improvements. Integrates with Claude AI via desktop app or VSCode extension. Configurable and platform-independent. | B | 85 | 1 | — | 1 |
| MMcp Server 1230612306 MCP Server 是一个基于 Model Context Protocol (MCP) 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。 | B | 85 | 1 | — | 1 |
| SsyncmcpAn MCP server that installs other MCP servers for you | B | 85 | 1 | — | 1 |
| MMailgun MCP ServerMirror of | B | 85 | 1 | — | 1 |
| CComfy MCP ServerA server using FastMCP framework to generate images based on prompts via a remote Comfy server. | B | 85 | 1 | — | 1 |
| MMCP AdvisorMCP Advisor & Installation - Use the right MCP server for your needs | A | 92 | 2 | — | — |
| AAmap Maps高德地图官方 MCP Server | A | 92 | 2 | — | — |
| PPuppeteerBrowser automation and web scraping | A | 92 | 2 | — | — |
| SSequential ThinkingAn MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process. | A | 92 | 2 | — | — |
| Mmcp-server-flomo MCP ServerWrite notes to Flomo | A | 92 | 2 | — | — |
| PPostgreSQLRead-only database access with schema inspection | A | 92 | 2 | — | — |
| SSearch1APIOne API for Search, Crawling, and Sitemaps | A | 92 | 2 | — | — |
| PPerplexity Ask MCP ServerA Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem. | A | 92 | 2 | — | — |
| EEverArtAI image generation using various models | A | 92 | 2 | — | — |
| HHowtocook Mcp基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题；
Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today" | A | 92 | 1 | — | — |
| BBaidu Map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。 | A | 92 | 2 | — | — |
| FFirecrawl Mcp ServerOfficial Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients. | A | 92 | 3 | — | — |
| FFramelink Figma MCP ServerMCP server to provide Figma layout information to AI coding agents like Cursor | A | 92 | 2 | — | — |
| GGitLabGitLab API, enabling project management | A | 92 | 2 | — | — |
| AAgentQL MCP ServerModel Context Protocol server that integrates AgentQL's data extraction capabilities. | A | 92 | 2 | — | — |
| GGBOX Android MCPGBOX 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 | 92 | 2 | — | — |
| 3302_browser_use_mcpAutomatically 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。 | A | 92 | 2 | — | — |
| NNeon MCP ServerMCP server for interacting with Neon Management API and databases | A | 92 | 2 | — | — |
| MMailtrap Email Sending MCPAn MCP server that provides a tool for sending transactional emails via Mailtrap | A | 92 | 3 | — | — |
| 3302_sandbox_mcpCreate 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 | A | 92 | 2 | — | — |
| SSlackChannel management and messaging capabilities | A | 92 | 2 | — | — |
| NNotion MCP Server**Notion MCP Server** is a Model Context Protocol (MCP) server implementation that enables AI assistants to interact with Notion's API. This production-ready server provides a complete set of tools. | A | 92 | 2 | — | — |
| DDevContextDevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns. DevContext leverages sophisticated retrieval methods, focusing on keyword analysis, relationship graphs, and structured metadata to deliver highly relevant context during development, understanding both your conversations and your codebase at a deeper level. The server operates with a database instance dedicated to a single project, eliminating cross-project complexity and ensuring performance with minimal resource requirements. DevContext builds a comprehensive understanding of your codebase - from repository structure down to individual functions - while continuously learning from and adapting to your development patterns. | A | 92 | 3 | — | — |
| 3302_custom_mcp在302后台自选Tools，快速生成定制的MCP Server。 | A | 92 | 2 | — | — |
| TTestdino McpTestDino MCP is a Model Context Protocol server that lets AI agents work directly with your Playwright test data, without leaving your editor or opening a browser.
Once connected, your AI assistant can browse TestDino runs, inspect failing tests, and manage manual cases using plain language. Ask it to “show the last 5 failed runs in production,” “debug the checkout flow test,” or “list all critical manual test cases in project X,” and it will call the right tools behind the scenes.
The server exposes 12 focused tools for CI runs, debugging, and manual test management. You can:
Check account health and validate your PAT
Filter runs by branch, commit, author, time window, or environment
Drill into a single test case, including errors, logs, steps, screenshots, and traces
Run debug_testcase to aggregate historical failures, classify patterns, and get AI‑ready prompts for root‑cause analysis and flakiness
Create, update, and organize manual test cases and suites (status, severity, tags, layers, behaviors)
TestDino MCP is MCP‑compatible and works with clients like Cursor and Claude Desktop. Configure it via mcp.json using either npx testdino-mcp (no install) or a global install (npm install -g testdino-mcp), and provide a TESTDINO_PAT from your TestDino account.
Typical use cases include: speeding up Playwright failure triage from within your IDE, giving AI agents structured access to real test history, and keeping manual test management in sync with how your team actually debugs CI. | A | 92 | 3 | — | — |
| EEnhanced Development Environment with MCP ServersEnhanced development environment with MCP servers, UV package manager, and Open Interpreter | A | 92 | 1 | — | — |
| BBigQuery MCP ServerMirror of | A | 92 | 1 | — | — |
| MMCP Community PortalA modern, community-driven collection of Docker Model Context Protocol (MCP) servers, tools, and resources. | A | 92 | 1 | — | — |
| CClever Cloud Documentation MCP serverThis MCP demo Server based on FastMCP, exposes Clever Cloud's Documentation | A | 92 | 2 | — | — |
| FFluid AttacksModel Context Protocol (MCP) server that provides tools for interacting with the Fluid API, enabling vulnerability management, organization insights, and GraphQL query execution. | A | 92 | 2 | — | — |
| CChaitin Rivers RadarRivers Radar MCP
Based on large language models, provides data querying, analysis and operation capabilities for Chaitin Rivers Cloud - Website Security Monitoring through MCP Tools. | A | 92 | 2 | — | — |
| OOpenapi InspectorStop pasting API docs. Let your LLM dynamically navigate OpenAPI/Swagger specs and extract precise JSON schemas on-demand. | A | 92 | 3 | — | — |
| FFal Image Video McpSeamless bridge between FAL AI's powerful image and video generation capabilities and MCP-compatible clients like Claude. All generated content is automatically downloaded to your local machine while providing public URLs, data URLs, and local file paths. | A | 92 | 2 | — | — |
| 辨辨证云中医辨证人工智能解决方案辨证云是一款基于人工智能技术的中医智能辅助辨证系统解决方案，本系统以人工神经网络和专家知识图谱相结合，由主症（病）入手，四诊合参，建立中医辨证推理模型，模拟真实临床环境下的中医辨证施治全过程，复刻了中医专家的辨证思维，提供传统方剂、中成药、针灸、指压、耳针、头针、水针、电针、刮痧、食疗药膳等多种处方组合。本系统还独家建⽴了《伤寒论》六经【双辨证】体系，结合多维度、多层次推理模型，解决了六经复杂性辨证的难题。
本系统包含两大核心平台：中医辨证人工智能SaaS平台、中医传承零代码开发PaaS平台。
从1990年开始，经过30年沉淀和演进，完成数千例临床验证并通过专家鉴定，目前已经开发了涵盖400余种疾病和中药诊疗单方，其中包括上百位国医大师和名老中医的专科病症，经临床双盲验证，专科病症与中医专家辨证及处⽅符合率达90%以上。
具体对接请参考接口文档：
【辨证云开放接口】Mcp
https://c.zydsoft.cn/open/v2/docs/?page=004d00630070 | A | 92 | 2 | — | — |
| WWebvizio MCPWebvizio MCP Server - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy. | A | 92 | 2 | — | — |
| Iilert - MCP ServerThe official Model Context Protocol (MCP) server for ilert. | A | 92 | 4 | — | — |
| OOnx Mcp ServerA Model Context Protocol (MCP) server implementation that integrates with Onspring's API, allowing AI assistants to access and manipulate data stored in Onspring instances. | A | 92 | 3 | — | — |
| IIP-Related Foundational DataThese tools are used to query IP-related information within the foundational network data set. Currently, this includes IP geolocation lookup. | A | 92 | 2 | — | — |
| BBasic Network Data Query ToolCore network security data includes PassiveDNS resolution records, domain and IP registration details, website certificate information, and IOC (Indicators of Compromise) database queries. | A | 92 | 2 | — | — |
| 112306 McpThis is a 12306 ticket search server based on the Model Context Protocol (MCP). | A | 92 | 2 | — | — |
| KK8s Mcp ServerK8s MCP Server | A | 92 | 2 | — | — |
| DDomain-Related Foundational DataThese tools are used to query domain-related data within the broader scope of foundational network security data. This includes co-occurring domains, domain popularity rankings, webpage content, and domain intelligence from the Libra data platform. | A | 92 | 2 | — | — |
| IImgMCPConnecting Models to Your Creativity.
We aspire to bring the unique capabilities of AI models to every creative individual,
delivering better experiences, lower costs, and higher efficiency.
This is the meaning behind our creation of ImgMCP. | A | 92 | 2 | — | — |
| SSample-Related Foundational DataThese tools are used to query sample-related information within the foundational network data set. Currently, this includes access to sandbox analysis data. | A | 92 | 2 | — | — |
| WWordpress Mcp ServerComprehensive MCP server for WordPress management with 54 tools across posts, pages, media, users, comments, taxonomies, settings, and authentication. | A | 92 | 3 | — | — |
| ZZillow Real Estate DataAccess Zillow property data, market trends, and mortgage calculations through MCP | A | 92 | 2 | — | — |
| TTaskFlow MCP 🔄✅A task management Model Context Protocol (MCP) server that helps AI assistants break down user requests into manageable tasks with subtasks, dependencies, and notes. Enforces a structured workflow with user approval steps. | A | 92 | 2 | — | — |
| DData Gov IlMCP server for accessing Israeli Government Open Data through data.gov.il
Enables Claude and other AI assistants to search, discover, and analyze thousands of government datasets from Israel's open data portal. | A | 92 | 2 | — | — |
| GGenerectGenerect MCP connects your live lead database directly to AI models like OpenAI or Claude without exports or delays. It streams enriched, up-to-date contact data (titles, firmographics, signals) straight into prompts so LLMs can personalize, score, and recommend leads automatically in real time. | A | 92 | 2 | — | — |
| AAITable Mcp ServerAITable.ai Model Context Protocol Server enables AI agents to connect and work with AITable datasheets. | A | 92 | 2 | — | — |
| IIPLocateLook up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io | A | 92 | 2 | — | — |
| VVictron TCPAn MCP (Model Context Protocol) server that connects to Victron Energy GX devices via Modbus TCP or MQTT on your local network. Get direct, low-latency access to real-time solar, battery, grid, and inverter data — no cloud required.
Built from the official CCGX Modbus TCP register list (Rev 50, 900+ registers across 33 device categories).
Features
30 specialized tools for reading Victron device data
Dual transport — Modbus TCP (port 502) or MQTT (port 1883)
900+ registers across 33 device categories
Network discovery — scan the local network to find GX devices, no IP needed
One-shot setup — victron_setup probes both transports, discovers everything, generates ready-to-use config
Read-only and safe — all tools annotated with readOnlyHint: true | A | 92 | 2 | — | — |
| Nntfy-me-mcp 📤An ntfy MCP server for sending ntfy notifications to your self-hosted ntfy server 📤 (supports secure token auth - use with npx or docker!) | A | 92 | 1 | — | — |
| DDocfork MCPDocfork MCP Server - @latest docs of 9000+ code libraries for your AI code editor. | A | 92 | 2 | — | — |
| PPantheon McpPantheon-MCP enables agents to match each task with a tailored instructions set (agent definition) automatically. | A | 92 | 3 | — | — |