MCP Servers for modelcontextprotocol

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.

A comprehensive Model Context Protocol (MCP) server for SeaTable that exposes end‑to‑end database capabilities (schema introspection, CRUD, querying, linking, select option management, and file attachment stubs) through 18+ rigorously defined tools. You can run it:

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

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.

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.

Crawlbase MCP is a Model Context Protocol (MCP) server that bridges AI agents and LLMs with real-time web data. It powers integrations with Claude, Cursor, and Windsurf using Crawlbase’s battle-tested web scraping, JavaScript rendering, and anti-bot protection.

Shutter MCP (alpha testnet) provides time-lock encryption capabilities using the Shutter Network. This server allows users to encrypt messages that can only be decrypted after a specified future time, enabling trustless time-delayed communications.

For Quant Connect

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.

GoWeb3 Data MCP Server provides events and news curated by GoWeb3.fyi

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.

Exotel’s MCP Server empowers Agentic AI to make calls, send messages, and automate customer outreach without telephony complexity.

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 Model Context Protocol (MCP) server that enables AI agents to interact with Microsoft SQL Server databases through secure, intelligent database operations. This server provides comprehensive CRUD capabilities, schema introspection, stored procedure execution, transaction management, and bulk operations for production SQL Server environments.

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

Connect AI with any macOS app. Deep integration with native apps like Calendar, Mail, Notes, plus UI control for all applications. Works with Claude, Cursor, Raycast, and any MCP-compatible AI.

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.

Smart AI Assistant For Development - Code Researcher And Generation

This MCP gives you full control over your translation projects from start to finish.

This MCP server provides access to real-time water data from the USGS Water Services API. It allows you to fetch instantaneous water measurements including stream flow, gage height, temperature, and other water quality parameters from thousands of monitoring stations across the United States.

Provides access to the complete archives of The Guardian newspaper since 1999, including the full text of 1.9 million articles.

Privacy-focused macOS MCP server for secure, user-approved window screenshots

Freepik MCP allows LLMs to access everything available through the Freepik API — including searching and retrieving images, icons, illustrations, and using tools for image generation, video creation, and image enhancement — all in an LLM-friendly format.

A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with CometAPI's API. CometAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip directly from Claude or any other MCP-compatible apps.

A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more.

Agents speak Markdown. Humans prefer PDF. We bridge the gap for the final stage of your agentic workflow. No sign-ups, no credit cards, just sats for bytes.

An open source Model Context Protocol (MCP) for Salesforce

Official CoinGecko API MCP Server for Crypto Price & Market Data, across 200+ blokchain networks and 8M+ tokens.

Edit-MCP is a Model Context Protocol (MCP) server that integrates with Microsoft's Edit tool to provide advanced file editing capabilities to AI systems. It follows a hybrid architecture that combines direct file system operations for performance with Microsoft Edit integration for complex editing tasks.

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

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.

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

Execute stock and crypto trades

Website Generator enables AI to create complete, editable websites from simple prompts, returning links to view and customize the site without requiring technical expertise.

Grafana SSE MCP Server

Flagging features from your IDE with Bucket.co

MCP Server for Appfolio Property Management Reporting API

Fully managed RAG as a service

Armor Model Context Protocol (MCP) gives developers full access to the blockchain functionality of Armor Wallet. This includes cross-chain swaps, token data, bridging, wallet management, limit orders, staking, and many other features. With the Armor MCP, developers can integrate a complete suite of crypto tools available to their AI Agents quickly and easily for fast, reliable AI Agent development.

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

MCP Server Semgrep is a [Model Context Protocol](https://modelcontextprotocol.io) compliant server that integrates the powerful Semgrep static analysis tool with AI assistants like Anthropic Claude. It enables advanced code analysis, security vulnerability detection, and code quality improvements directly through a conversational interface.

This MCP server provides email sending functionality using Protonmail's SMTP service. It allows both Claude Desktop and Cline VSCode extension to send emails on your behalf using your Protonmail credentials.

This is a TypeScript-based Model Context Protocol (MCP) server that implements a virtual pet simulation system. It demonstrates core MCP concepts by providing tools for pet care and interaction.

mkinf SDK to interact with mkinf hub MCP servers

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

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

MCP Hub is a open source hub for easily publishing and managing resources that implement the Model Context Protocol, enabling standardized API for LLM integrations with platforms like GitHub, Notion, and Jira.

Model Context Protocol (MCP) implementation in Go

An MCP server for querying the USGS Earthquake API with natural language

Model Context Protocol(MCP) 编程极速入门

Model Context Protocol server for secure command-line interactions on Windows systems

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

Unlock 650+ MCP servers tools in your favorite agentic framework.

A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via CoinCap's API. Enables Claude and other MCP clients to fetch crypto prices, analyze market trends, and track historical data.

Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library

A Model Context Protocol (MCP) server for executing Python code and managing Python packages.

MCP server for accessing geologic data with the Macrostrat API

MCP (Model Context Protocol) Server for Ayd status monitoring service.

Connects Claude with Notion

swift-context-protocol is a Swift-based implementation of the Model Context Protocol (MCP) for AI contexts. It leverages Swift’s distributed actor model to enable type-safe, asynchronous remote invocation of tools, resources, and prompts.

MCP server for graph representation of a codebase

Untappd Model Context Protocol Server

A Model Context Protocol (MCP) server for web content scanning and analysis. This server provides tools for fetching, analyzing, and extracting information from web pages.

MCP2SSE Proxy ClaudeAI client

CLI tool to create new Agentico MCP tools

Audiense Insights MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your Audiense Insights account

A Model Context Protocol Server facade to simplify the implementation of agents

MCP server implementation for Kibela API integration

A MCP server that accesses to Holaspirit

MCP Tools Usage From LangChain ReAct Agent / Example in Python

Simple Weather MCP Server Example

Docs page for mcp-framework

MCP server for kintone

An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).

Unity Catalog AI Model Context Protocol Server

Unlock 650+ MCP servers tools in your favorite agentic framework.

Salesforce MCP Server

DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (sqlite, mysql, postgres, and more) within a unified configuration of connections in a secured way (like SSL).

webperfect-mcp-server

Bridge package enabling seamless integration between Model Context Protocol (MCP) servers and AI SDK tools. Supports multiple server types, real-time communication, and TypeScript.

MCP Client Implementation Using LangChain ReAct Agent / Python

Connects MCP to major 3D printer APIs (OctoPrint, Klipper, Duet, Repetier, Bambu, Prusa, Creality). Control prints, monitor status, and perform advanced STL operations like scaling, rotation, sectional editing, and base extension. Includes slicing and visualization.

MCP Server for fething yfinance financial data into Claude Desktop

MCP (Model Context Protocol) server - free usdc transfer powered by Coinbase CDP

MCP server for interacting with Prometheus

MCP Client Implementation Using LangChain ReAct Agent / TypeScript

MCP To LangChain Tools Conversion Utility / Python

A Model Context Protocol (MCP) server to provide git tools for LLM Agents

MCP Tools Usage From LangChain ReAct Agent / Example in TypeScript

A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL

Chat with any codebase with a single command

OpenAPI specifications => MCP (Model Context Protocol) tools

Discover Exceptional MCP Servers

MCP Salesforce connector

MCP To LangChain Tools Conversion Utility / TypeScript

【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.

A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc.

Let LLMs manage your local dev environments

A Go implementation of the Model Context Protocol (MCP) - an open protocol that enables seamless integration between LLM applications and external data sources and tools.

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

A powerful VSCode extension that enables MCP server usage in Copilot, giving it access to MCP tools, resources, and more.

Compiler-driven MCP framework for Kotlin Multiplatform

.NET implementation of the Model Context Protocol (MCP)

Kotlin implementation of the Model Context Protocol (MCP)

Model Context Protocol server for secure command-line interactions on Windows systems

An MCP generator for OpenAPIs 🫳🎤💥

Smithery connects language models to Model Context Protocols, allowing you to build agents that use resources and tools without being overwhelmed by JSON schemas.

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol.

A framework for writing MCP (Model Context Protocol) servers in Typescript

Collection of apple-native tools for the model context protocol.

The Model Context Protocol (MCP) project, developed by PIAIC Batch 61 Morning Boys (Team 2) and led by Wajahat Hussain, showcases an innovative approach to contextual AI. It demonstrates how MCP—an open standard by Anthropic—enables secure and streamlined connectivity between AI systems and various external data sources.