MCP Servers for mcp-tools

Production-Ready Model Context Protocol (MCP) server that enables AI assistants to fully interact with console applications, monitor output, detect errors, and automate terminal workflows - similar to how Playwright works for web browsers.

Unified Context Layer (UCL) is a multi-tenant Model Context Protocol (MCP) server that enables AI agents, automation platforms, and applications to connect to over 1,000 SaaS tools—such as Slack, Jira, Gmail, Shopify, Notion, and more—via a single standardized /command endpoint.

https://github.com/box/mcp-server-box-remote

Opensource Browser MCP + Browser Extension

Use AI and Peek.com MCP for travel planning

Bridge the gap between design and code. Send pixel-perfect website components directly to Cursor or Claude Code using Model Context Protocol (MCP). No more screenshots or descriptions needed.

A versatile iOS code quality analysis tool that operates in two modes: CLI Tool: Direct command-line interface for iOS testing and linting MCP Server: Model Context Protocol server for AI assistant integration This tool provides comprehensive iOS code quality analysis and test automation capabilities, enabling both direct developer usage and AI assistant integration for Xcode tests, linter analysis, and detailed feedback on iOS projects through structured, actionable reports.

Turn your favourite AI tool into a feature management assistant. DevCycle works with Cursor, Windsurf, Claude, VS code and any other AI coding assistant so you can create and monitor feature flags using natural language right in your workflow.

Give coding agents the ability to understand dependencies.

MCP servers for Google calendar, gmail, outlook calendar, outlook email

Google Calendar Create Event MCP tool that lets your AI voice agents schedule events via a simple URL endpoint. Seamlessly connect to Google Calendar and create events directly from user requests.

The server based on the Command Line Interface (CLI). It delivers Tencent Cloud SDK documentation and API resources to Large Language Model (LLM) based tools. This enhances the ability of LLM AI agents to understand and interact with Tencent Cloud SDKs and APIs, facilitating seamless integration of Tencent Cloud services into applications.

Official QuantConnect MCP Server

Software Pricing Intelligence

Linked API MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

Rube is a Model‑Context‑Protocol (MCP) server built on the Composio integration platform. It connects AI chat tools to more than 500 business and productivity applications – things like Gmail, Slack, Notion, GitHub, Linear, Airtable, and many others. Once installed, you can ask your AI tool to perform everyday tasks (e.g. “send an email to the latest customer,” “create a Linear issue,” “update my Notion database,” or “post an update to Slack”) and Rube will securely talk to the relevant apps on your behalf. Instead of writing complex API integrations yourself, you just tell your AI assistant what you want to do.

Make Coding Assistant able to access errors and performance data directly from your monitoring tool.

An MCP server for semantic code search & navigation that helps AI agents work efficiently without burning through costly tokens. Instead of reading entire files, agents can search conceptually and jump directly to the specific functions, classes, and code chunks they need.

mcp-whoisxmlapi bridges the gap between AI assistants and comprehensive domain intelligence by providing several specialized tools for domain, IP, and DNS analysis, secure token-based authentication for API access, multiple usage options including Docker and native binaries, and flexible integration supporting both stdio and Server-Sent Events (SSE) modes.

Build and Deploy Agentic Browser Workflows at Scale

Enable code assistant LLMs such as Claude Code and Cursor to interact with Xcode, building your project the same way you do, and returning build results or errors back to the LLM, to greatly increase productivity whenever you are working with an iOS, macOS, tvOS, watchOS or visionOS project or Swift Package - or any time you'd normally be using Xcode.

XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep

MCP server for arXiv.org - Search, analyze, and export academic papers with AI assistants. Features advanced paper discovery, citation analysis, trend tracking, and multi-format exports.

Build modern, production-ready UI blocks, components, and landing pages in minutes.

*Knit MCP** is Knit’s remote MCP server offering that allows you to create and package your own mcp servers that you can plug into your AI assistants to directly execute real-world tasks like: - Fetching employee or payslip data from HR tools - Creating candidates in ATS systems - Updating invoices in accounting platforms - Pulling CRM opportunities or contact details - And much more — with full end-user scoped permissions It provides a real-time bridge between agents and hundreds of SaaS apps, with a focus on **structured, secure, and standardized access** to business-critical data.

Create, backtest, and execute trades directly in one chat box. The Composer MCP Server gives LLMs the power to backtest investment ideas and execute automated trading strategies. Trade across stocks, ETFs, and crypto directly in Claude.

AI 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.

A comprehensive and efficient MCP server for task management with multi-format support (Markdown, JSON, YAML)

A MCP server that provides access to Apple Shortcuts functionality

MCP Server for Blockchain Data. Instantly unlock blockchain access for your AI agents. This official Tatum MCP server connects to any LLM in seconds. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.

The PaddleOCR MCP server brings enterprise-grade OCR and document parsing capabilities to AI applications. Built on PaddleOCR — a proven solution with 50,000+ GitHub stars, deeply integrated by leading projects like MinerU, RAGFlow, and OmniParser— with targeted optimizations based on the MCP concept.

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

mcp-kubernetes-ro is a Model Context Protocol (MCP) server providing read-only access to Kubernetes clusters for AI assistants. It enables AI models to list resources, get resource details, retrieve pod logs, discover API resources, and perform base64 encoding/decoding operations - all while maintaining security through read-only access.

Smart AI Assistant For Development - Code Researcher And Generation

Maestro MCP allows you to control emulators, interact with apps, write and automatically debug UI tests on Claude Code, Cursor or Windsurf.

A Model Context Protocol (MCP) server that integrates with BatchData.io's comprehensive property and address APIs. This server provides access to property data, address verification, skip tracing, geocoding, and advanced property search capabilities.

Connect any bitcoin lightning wallet to agents to send and receive payments instantly at low cost.

All-in-One SEO & Web Intelligence Toolkit API

The MCP Hub tool can search the MCP tool list by keyword through `search_mcp`, and then use `get_mcp_detail` to view detailed instructions (such as functions, installation steps, etc.). Users can quickly locate the required tools and obtain deployment guides, such as Python's `pip install` or Docker integration methods, to improve development efficiency. The data is based on the MCP Hub database and supports precise filtering and metadata retrieval.

Access your personal health data, sleep stats, location, calendar, and more securely through Context by Fulcra!

Alpaca MCP Servers deliver Alpaca’s Trading API best practices straight into your development and trading workflows.

About Zero-Config, Fully AI-Managed End-to-End Testing for all code gen platforms

Nody provides a powerful MCP Composer for creating and managing custom MCP servers. It enables you to personalize each tool's name and description to add context, helping agents use them with fewer tokens. It manages the configurations and secrets of MCP servers in one secure place, making it easier to deploy and scale your AI toolsets efficiently.

Enables ai agent payment, digital id, decision logging and discoverability (i.e. via Sokosumi makretplace). Auto generates a Cardano blockchain wallet for agent-to-agent payments and transactions. No blockchain coding required.

An MCP service for generating smart forms and surveys via the Weavely API, returning a live editor link for immediate customization.

Paperless-NGX Document Management Server

An MCP server implementation exposing the WeatherXM PRO APIs as MCP tools, allowing clients to access weather station data, observations, and forecasts through the MCP protocol.

Flagging features from your IDE with Bucket.co

MCP Server for Appfolio Property Management Reporting API

Fully managed RAG as a service

Bridge the gap between your web crawler and AI language models using Model Context Protocol (MCP). With mcp-server-webcrawl, your AI client filters and analyzes web content under your direction or autonomously, extracting insights from your web content. Support for WARC, wget, InterroBot, Katana, and SiteOne crawlers is available out of the gate. The server includes a full-text search interface with boolean support, resource filtering by type, HTTP status, and more.

A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.

Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, MongoDB and CockroachDB

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.

MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules

Fine-grained control over model context protocol (MCP) clients, servers, and tools. Context is God.

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

OpenAPI specifications => MCP (Model Context Protocol) tools