MCP Servers for mcp

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

A collection of MCP servers.

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

A Model Context Protocol server for converting almost anything to Markdown

A TypeScript framework for building MCP servers.

directory for Awesome MCP Servers

Model Context Protocol(MCP) 编程极速入门

A powerful Neovim plugin for managing MCP (Model Context Protocol) servers

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

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 model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

MCP server helping models to understand your Vite/Nuxt app better.

Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server using the MCP Proxy server.

A macOS app that provides an MCP server to your Messages, Contacts, and more

The official Swift SDK for Model Context Protocol servers and clients. Maintained in collaboration with @loopwork-ai.

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Browse the web, directly from Cursor etc.

A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance

A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear.

A Model Context Protocol server for Excel file manipulation

Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative.

MCP web research server (give Claude real-time info from the web)

Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB, SQLite.

.NET implementation of the Model Context Protocol (MCP)

Model Context Protocol server for DeepSeek's advanced language models

simple web ui to manage mcp (model context protocol) servers in the claude app

A working pattern for SSE-based MCP clients and servers

A TypeScript framework for building MCP servers elegantly

Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.

A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models. v0.2.8

A Model Context Protocol (MCP) server for interacting with Twitter.

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

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

A Model Context Protocol Server for MongoDB

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

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.

Absurdly easy Model Context Protocol Servers in Typescript

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

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

MCP for calling Siri Shorcuts from LLMs

Desktop APP for Discover and Install MCP Servers

A gateway demo for MCP SSE Server

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities

A Model Context Protocol server implementation for operations on AWS resources

Awesome ModelContextProtocol resources - A curated list of MCP resources

Model Context Protocol Servers in Quarkus

🧠 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.

Model Context Protocol (MCP) server for Kubernetes and OpenShift

A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protocol.

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

An MCP server that provides LLMs with the latest stable package versions when coding

A Model Context Protocol (MCP) server for stock traders

An implementation of Model Context Protocol (MCP) server for Argo CD.

Model Context Protocol (MCP) CLI server template for Rust

ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol

An MCP server that provides access to Postman.

Modex is a Clojure MCP Library to augment your AI models with Tools, Resources & Prompts using Clojure (Model Context Protocol). Implements MCP Server & Client.

VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

A Model Context Protocol (MCP) server that provides tools to interact with LinkedIn's Feeds and Job API.

A command-line tool for managing MCP servers in Claude App. Also can run a MCP Server to help you manage all your MCP Servers

🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

Model Context Protocol (MCP) server designed for LLMs to interact with Obsidian vaults. Provides secure, token-aware tools for seamless knowledge base management through a standardized interface.

A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.

An MCP server that provides LLMs with efficient access to package documentation across multiple programming languages

Compiler-driven MCP framework for Kotlin Multiplatform

mkinf SDK to interact with mkinf hub MCP servers

Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.

A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.

An MCP server for Tavily's search API

Manage / Proxy / Secure your MCP Servers

Kotlin implementation of the Model Context Protocol (MCP)

A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

MCP Salesforce connector

MCP server for Windows OS automation

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling.

A 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.

mcp client application that utilizes spring ai. it integrates with mcp protocol-supported servers to enable ai-powered chat interactions.

mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.

MCP Web UI is a web-based user interface that serves as a Host within the Model Context Protocol (MCP) architecture. It provides a powerful and user-friendly interface for interacting with Large Language Models (LLMs) while managing context aggregation and coordination between clients and servers.

Model Context Protocol (MCP) server for the Zotero API, in Python

go doc mcp server

Dart AI Model Context Protocol (MCP) server

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

✨ mem0 MCP Server: A modern memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.

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.

MCP Dockmaster allows you to easily install and manage MCP servers. Available for Mac, Windows and Linux as a Desktop App, CLI and a library.

Cryptocurrency Market Data MCP Server

TS based companion MCP server for the Drupal MCP module that works with the STDIO transport.

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

A ready-to-use MCP (Model Context Protocol) server template for extending Cursor IDE with custom tools. Deploy your own server to Heroku with one click, create custom commands, and enhance your Cursor IDE experience. Perfect for developers who want to add their own tools and commands to Cursor IDE without complex setup.

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

CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just write TypeScript functions to make Cursor MCP tools.

A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality

This project is a Model Context Protocol (MCP) server for interacting with the VRChat API.

A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment.

FastAPI server implementing MCP protocol Browser automation via browser-use library.

Build Model Context Protocol (MCP) servers in Go

An MCP server that provides LLMs access to other LLMs

A Model Context Protocol server for Linear.

Algorand Model Context Protocol (Server & Client)

🔍 MCP server that lets you search and access Svelte documentation with built-in caching

An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance.

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.

🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.

Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref.

An MCP server to allow you to debug webpages using LLMs

A Model Context Protocol server starter template

MCP server that visually reviews your agent's design edits

A simple note-taking MCP server for recording and managing notes with AI models.

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.

A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

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

An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network.

mssql mcp server

MCP Memory Server with DuckDB backend

solana mcp sever to enable solana rpc methods

A Model Context Protocol server for Jira.

MCP To LangChain Tools Conversion Utility / TypeScript

MCP To LangChain Tools Conversion Utility / Python

MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Protocol (MCP). Seamlessly integrates with Claude Desktop and other MCP clients for automated user operations.

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.

DVMCP is a bridge implementation that connects Model Context Protocol (MCP) servers to Nostr's Data Vending Machine (DVM) ecosystem

Easy-to-use MCP server framework specialized for SSE.

A MCP Server that will download any webpage as markdown in an instant. Download docs straight to your IDE for AI context. Powered by Jina.ai

a mcp server to manage github project's functionality

MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines

MCP server designed to help you search and analyze your photo library (iCloud)

This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP, allowing AI agents to interact with pages, databases, and comments.

Lightweight MCP server to give your Cursor Agent access to the Cloudflare API.

Easily run glif.app AI workflows inside your LLM: image generators, memes, selfies, and more. Glif supports all major multimedia AI models inside one app

A minimal Model Context Protocol 🖥️ server/client🧑‍💻with Azure OpenAI and 🌐 web browser control via Playwright.

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

Linkup is a third-party extension that gives Claude access to real-time web search and premium content sources. It seamlessly integrates with Claude Desktop, enabling up-to-date information retrieval during conversations through a simple 60-second setup process.

Salesforce MCP Server

Model Context Protocol Server for NebulaGraph 3.x

A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation with MCP server integration.

MCP server for interacting with Prometheus

A Model Context Protocol server for Python code analysis with Claude. Again, works with warning now. I'm missing something here.

MCP is a command-line tool and local UI for discovering, installing and managing Model Context Protocol servers.

MCP Server for fething yfinance financial data into Claude Desktop

This repo is an extension of PostgreSQL MCP Server providing functionalities to create tables, insert entries, update entries, delete entries, and drop tables.

A MCP(Model Context Protocol) server that accesses to Lightdash

A central registry and HTTP interface for coordinating Model Context Protocol (MCP) servers.

A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility.

MCP Tools Usage From LangChain ReAct Agent / Example in TypeScript

Unity Catalog AI Model Context Protocol Server

Easily run, deploy, and connect to MCP servers

Setup an MCP server in 60 seconds.

Databutton MCP Server

A minimalistic async Rust implementation of the Model Context Protocol (MCP).

A Model Context Protocol server for retrieving and analyzing issues from Sentry.io

A Python package enabling LLM models to interact with the Memos server via the MCP interface for searching, creating, retrieving, and managing memos.

MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI.

An open source implementation of the Claude built-in text editor tool

OpenAPI specifications => MCP (Model Context Protocol) tools

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

A framework for building simple MCP servers with custom middleware

MCP server for HTML file preview and analysis - Has been weird with OS but good on Cline so WIP

Model Context Protocol (MCP) server for LinkedIn API integration

A TypeScript MCP server that leverages the MCP SDK to support all Ethereum JSON-RPC calls, enabling AI models to interact with blockchain data.

A Model Context Protocol (MCP) server for intelligent code analysis and debugging using Perplexity AI’s API, seamlessly integrated with the Claude desktop client.

An MCP server enabling CFBD API queries within Claude Desktop.

A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.

MCP server for searching npm packages

MCP server for Oura API integration

MCP server for kintone

MCP Client Implementation Using LangChain ReAct Agent / TypeScript

🌎 ✨ Earthdata MCP Server

MCP DevTools: A suite of Model Context Protocol servers enabling AI assistants to interact with developer tools and services

A thin wrapper around the OpenPyXl Python library that exposes some of its features as Model Context Protocol (MCP) server. This allows Claude and other MCP clients to fetch data from Excel files.

🔎 A Model Context Protocol (MCP) server for integrating Perplexity's AI API with LLMs.

a cli/mcp server tool for managing mcp server json config file with version control, profiles and multi-client support

Real-time monitoring tool for Model Context Protocol (MCP) interactions in Cursor AI editor. Track, analyze, and debug AI context exchanges between LLM clients and servers. Supports log rotation, pattern matching, and color-coded event visualization.

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

MCP server that provides doc forge capabilities

Model Context Protocol Server For Cyber Security

Lightweight MCP server to give your Cursor Agent access to the Vercel API.

Global Notion workspace-accessible MCP server for all Notion pages within the workspace

MCP Client Implementation Using LangChain ReAct Agent / Python

MacOS and Windows desktop apps for exploring MCP (Model Context Protocol) servers

MCP Server example with TypeScript

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 pipeline wrapper for comfy-mcp-server for Open WebUI.

A Go implementation of an MCP (Model Context Protocol) server tools

Simple Weather MCP Server Example

An MCP (Model Context Protocol) server implementation that integrates Claude with Salesforce, enabling natural language interactions with your Salesforce data and metadata. This server allows Claude to query, modify, and manage your Salesforce objects and records using everyday language.

Linear MCP Server

MCP Server for skrape.ai, lets you input any URL and it returns clean markdown for the LLM

A MCP server for playing chess

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.

Anthropic's Model Context Protocol (MCP) Websocket Demo

A specialized Model Context Protocol (MCP) server that enables you to search, read, delete and send emails from your Gmail account, leveraging an AI Agent to help with each operation. Optimized for Systemprompt MCP Voice client.

A MCP Server to query a Azure Table Storage for local development

Model Context Protocol Server with Superface tools

MCP server for interacting with Turso-hosted LibSQL databases

webperfect-mcp-server

MCP Server Implementation for DocBase

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

Let AI operate Gitee Repositories / Issues / Pull Requests for you through MCP

The (Unofficial) dubco-mcp-server enables AI assistants to manage Dub.co short links via the Model Context Protocol. It provides three MCP tools: create_link for generating new short URLs, update_link for modifying existing links, and delete_link for removing short links.

A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.

A MCP Server to test local development of function app apis

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and Cline AI as well.

A powerful MCP server for enhancing AI capabilities.

A powerful MCP server for enhancing AI capabilities.

A framework for building and composing AI agents built in Rust. Build simply using YAML or rust-script. Leverage mcp-servers right away.

🤖 MCP Server for Substack integration with Claude AI Desktop. Download and parse Substack posts directly in your Claude conversations.

A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI

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

MCP server for the Tradovate platform

Docs page for mcp-framework

MCP Tools Usage From LangChain ReAct Agent / Example in Python

solana docs

Lightweight MCP server to give your Cursor Agent access to the WorkOS API.

A Codecov Model Context Protocol server

An MCP server for using GRID API directly from Claude for Desktop

An unofficial JavaScript SDK for Model Context Protocol

MCP Server using OpenRouter models to get descriptions for images

MCP Server for IMDB

MCP2SSE Proxy ClaudeAI client

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

MCP server for efficiently retrieving Julia docstrings and source code

MCP SSE server with tools to create images and videos using Amazon Nova models via AWS Bedrock.

Advanced API MCP Server

A powerful MCP server for enhancing AI capabilities.

A MCP server that accesses to Holaspirit

A powerful MCP server for enhancing AI capabilities.

AI-powered personal assistant with MCP client, Anthropic AI, and chat history. Responsive UI

MCP server implementation for Kibela API integration

CLI tool to create new Agentico MCP tools

MCP Server for Ethereum Node

A enterprise grade java implementation for the time series database Apache Druid

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

Turn YouTube, TikTok, X videos and websites into structured data. Skip the hassle of video transcription and data scraping. Our APIs help you build better software and AI products faster.

A Model Context Protocol (MCP) server that provides SSH access to remote servers, allowing AI tools like Claude Desktop or VS Code to securely connect to your VPS for website management.

All-in-One SEO & Web Intelligence Toolkit API

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.

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.

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

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.

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

Fully managed RAG as a service

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.

Paperless-NGX Document Management Server

Flagging features from your IDE with Bucket.co

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.

Use AI and Peek.com MCP for travel planning

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.

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.

Generate 3D models with Hyper3D Rodin's 3D generation AI

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.

Give coding agents the ability to understand dependencies.

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.

Smart AI Assistant For Development - Code Researcher And Generation

An MCP server to debug Node.js at runtime

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.

Opensource Browser MCP + Browser Extension

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

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

Connect AI assistants to Odoo ERP systems for business data access and workflow automation.

A comprehensive Model Context Protocol (MCP) server for QA/SDET engineers that provides API testing capabilities with Swagger/OpenAPI, Postman collection and GraphQL support.

Google Search MCP based on ValueSerp

An MCP to generate presentations with AI. Create and edit PowerPoint presentations with AI.

You can now use Serpstat MCP power to generate full SEO strategies, do keyword research, site structures, and much more – all powered by Serpstat data! We're looking for enthusiastic testers. Your task: Think of any real SEO case and see how AI solves it!

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

AgentPMT enables AI agents to securely make real-world payments using USDC stablecoin on Base blockchain. Our platform provides granular budget controls, instant settlement, and API/MCP integration for autonomous transactions. Perfect for businesses leveraging AI automation, we bridge the gap between artificial intelligence and the digital economy with enterprise-grade security and complete spending oversight.

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.

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.

Grafana SSE MCP Server

Models for Model Context Protocol derived from schema

Build and Deploy Agentic Browser Workflows at Scale

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.

MCP server that exposes the Apollo.io API functionalities as tools

Kiwi Travel MCP brings Kiwi.com flight search directly into AI conversations. Supports one-way/round-trip, flexible dates, multiple passengers, all cabin classes. Works with ChatGPT, Claude, Cursor, and other MCP platforms.

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:

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.

Interact with SCIM Servers using natural language

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.

MCP 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).

Minimal MCP server exposing Auggie CLI as tools for Q&A and code implementation.

Netbox MCP in Python Flask

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.

Send iMessages from anywhere. Right away.

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.

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.

Helps your AI Agent Manage vpn connections

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.

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

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

For Quant Connect

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

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.

Digital Badge Issuing Platform - Issue Internship Certificate/Badge

Svelte and SvelteKit documentation

Official QuantConnect MCP Server

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

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.

A Model Context Protocol (MCP) server that provides LLMs with network information lookup tools through WHOIS and RIPE Database queries.

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

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

An open source Model Context Protocol (MCP) for Salesforce

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

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.

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

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.

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

MCP Server for Appfolio Property Management Reporting API

Convex’s MCP server lets you introspect tables, call functions, and read/write data seamlessly. Agents can generate one-off queries safely—thanks to Convex’s sandboxed queries, ensuring data integrity. Perfect for AI automation, real-time apps, and dynamic data access.

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.

The Handwriting OCR MCP Server enables integration between MCP clients and the Handwriting OCR service.

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.

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

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

Execute stock and crypto trades

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

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.

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.

Sidemail’s official MCP Server. Provides Model Context Protocol (MCP) integration for Sidemail.io, enabling programmatic access to transactional emails, contacts, sending domains, and Messenger features for product updates and newsletters via MCP agent mode (in VS Code, Claude, Cursor and other MCP clients).

*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.

Software Pricing Intelligence

A lightweight MCP server that provides accurate UTC time and timezone conversions in real time.

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.

The Ultimate Cryptocurrency MCP for AI Assistants - Unified access to crypto, DeFi, and Web3 analytics | MCP Endpoint

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.

A MCP server that provides access to Apple Shortcuts functionality

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

MCPX is a remote-first MCP aggregator that enables zero-code integration and dynamic dispatch to multiple MCP servers through simple JSON configuration.

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.

MCP Slack, Teams, WebEx

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.

eekaboo is a macOS-only MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.

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.

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.

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

MCP Server for providing read only access to your shell prompt

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

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.

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.