Explore All MCP Servers

memories-with-lessons-mcp-server

43

by T1nker-1220

The Knowledge Graph Memory Server is a tool for implementing persistent memory using a knowledge graph. It helps in storing and retrieving user information across sessions, and capturing and learning from errors.

frappe_mcp_server

43

by appliedrelevance

The Frappe MCP Server is a protocol server designed for Frappe Framework, enabling AI assistants to efficiently interact with applications through document operations and schema handling via the Frappe REST API. It includes tools and error handling features to support seamless integration and operation with AI platforms.

mobile-mcp

43

by runablehq

Mobile MCP is a server that facilitates mobile automation, enabling large language models to interact with Android devices. It stands out by using structured UI dumps, avoiding reliance on visual inputs like screenshots.

mcp-memory-bank

43

by ipospelov

The Memory Bank MCP Server is designed to establish structured documentation systems for AI assistants, preserving context using Cline's Memory Bank pattern. It offers features like detailed Memory Bank structures, file templates, and project analysis for content suggestions. This server is compatible with various platforms including UVX, Smithery, and Docker.

github-chat-mcp

43

by AsyncFuncAI

GitHub Chat MCP is a protocol for indexing and querying GitHub repositories via the GitHub Chat API. It offers repository analysis and querying capabilities, making it easier to extract valuable information from GitHub repositories.

mcp-browser-use

43

by JovaniPink

The MCP server with browser-use allows AI agents to control and automate browser tasks using natural language. Built on the Model Context Protocol, it offers a feature-rich environment including vision-based element detection and extensive configuration options.

TriageMCP

43

by eversinc33

TriageMCP is an MCP server that facilitates basic triage analysis of Portable Executable files using Language Models. Its purpose includes providing automated analysis and report generation for cybersecurity applications.

choturobo

43

by vishalmysore

Chotu Robo Server is a project that merges Arduino-based robotics with AI through the Model Context Protocol (MCP). It allows real-time control of hardware components using AI prompts, suitable for automation and IoT applications.

mcp-n8n-workflow-builder

43

by salacoste

The n8n Workflow Builder MCP Server enables the management of n8n workflows using the Model Context Protocol. It integrates with Claude AI and Cursor IDE for natural language processing of workflows, offering real-time feedback and predefined workflows. It's designed for seamless, interactive management of workflow processes.

mcp-server-sample

43

by gabrielfroes

This project is an example of a Model Context Protocol (MCP) server created for educational purposes. It integrates weather-related tools using the National Weather Service API to fetch alerts and forecasts. The architecture applies domain-driven design principles.

mcp_scholar

43

by renyumeng1

MCP Scholar is a Google Scholar search and analysis service using the MCP protocol. It supports keyword-based paper search and scholar homepage analysis while integrating with MCP clients and Cherry Studio.

notion-mcp-light

42

by karaage0703

NotionMCP Light is a server that facilitates the synchronization of Markdown files with Notion pages, addressing inefficiencies in the official Notion MCP server. It allows direct API integration without consuming tokens and supports JSON-RPC for communication with AI tools.

nacos-mcp-router

42

by nacos-group

Nacos-MCP-Router is an MCP Server designed to provide recommendation, distribution, and proxy services for other MCP Servers, facilitating easier access and usage. It supports multiple operation modes and is compatible with popular tools via diverse installation methods.

onchain-mcp

42

by Bankless

The Bankless Onchain MCP Server enables secure and efficient access to blockchain data via the Bankless API. Utilizing the Model Context Protocol, it supports AI models in seamlessly interacting with smart contracts, event logs, and transaction histories. Its robust feature set includes reading contract states and managing proxy addresses.

gmail-mcp-server

42

by jasonsum

This project is an MCP server interfacing with Gmail to manage emails within an MCP client. It enables actions such as sending, reading, and trashing emails while ensuring user prompts for activities.

tiktok-mcp

42

by Seym0n

The TikTok MCP is designed to integrate TikTok access into Claude AI, enabling analysis of video virality, content extraction, and interaction with TikTok videos. It requires NodeJS, Git, and a TikNeuron account for access.

aws-security-mcp

42

by groovyBugify

AWS Security MCP is a Model Context Protocol server designed for AI assistants to inspect and analyze AWS infrastructure for security issues. It supports querying various AWS services for security findings and provides features like threat modeling and network visualization. This tool helps automate and enhance the security management of AWS environments.

duckduckgo-mcp-server

42

by zhsama

The DuckDuckGo Search MCP Server is a TypeScript-based server that integrates DuckDuckGo search capabilities using the Model Context Protocol. It features a user-friendly interface, rate limiting, and is compatible with the Claude Desktop environment.

dicom-mcp

42

by ChristianHinge

The DICOM MCP Server is designed to facilitate AI assistants in interacting with medical imaging DICOM servers. It provides tools for querying patient data, reading reports, and sending images to AI endpoints, enhancing the capabilities of large language models in the medical imaging domain.

mcp-jina-reader

42

by wong2

Jina Reader MCP Server

simulator-mcp-server

42

by JoshuaRileyDev

The iOS Simulator MCP Server is designed to offer programmatic control over iOS simulators using the Model Context Protocol. It facilitates tasks like listing, booting, and shutting down simulators, as well as installing and launching apps.

mcp-server-any-openapi

42

by baryhuang

The MCP Server is designed to facilitate scalable OpenAPI endpoint discovery and API requests using natural language processing and a FastAPI-based server. It effectively handles large OpenAPI specifications via semantic search and async support.

heroku-mcp-server

42

by heroku

The Heroku Platform MCP Server is designed to enable seamless interaction between large language models and the Heroku Platform, providing tools and a natural language interface for managing platform resources.

oracle-mcp-server

41

by danielmeppiel

The MCP Oracle DB Context server is designed to enhance AI assistants' interactions with large Oracle databases by efficiently managing and presenting schema information. Its standout features include intelligent caching, targeted schema lookup, and seamless integration with tools like GitHub Copilot. The server supports advanced Oracle database features through both thin and thick connection modes.

editor-mcp-server

41

by playcanvas

This project is an MCP Server tailored for automating the PlayCanvas Editor using a Language Learning Model. It facilitates entity, asset, and scene management with a focus on seamless integration and reliable operation primarily through Anthropic's Claude.

superset-mcp

41

by aptro

The Superset MCP Integration is an MCP server designed to interact with Apache Superset. It allows AI agents to programmatically manage Superset instances, including dashboards, charts, databases, and more.

deepseek-claude-MCP-server

41

by HarshJ23

The DeepSeek-Claude MCP Server enhances Claude's reasoning capabilities by integrating it with DeepSeek R1's advanced reasoning engine. It is designed to tackle complex reasoning tasks with precision and efficiency. The server supports intricate multi-step reasoning processes.

croft-laravel

41

by usecroft

This project is an MCP server specifically for local Laravel development, providing tools to enhance the efficiency and capabilities of AI pair programmers. It is easy to integrate and offers functionality like querying databases and listing routes.

mcp-server-apache-airflow

41

by yangkyeongmo

The MCP Server for Apache Airflow enables standardized interaction with Apache Airflow through the Model Context Protocol, utilizing its client library for compatibility. It supports extensive management capabilities across various components like DAGs, tasks, and monitoring.

mcp-openapi

41

by ReAPI-com

The @reapi/mcp-openapi server helps developers integrate multiple OpenAPI specifications into LLM-powered IDEs. It acts as a bridge between API definitions and development tools to enhance productivity and enable intelligent features like code completion.

cursor10x-mcp

41

by aurda012

DevContext is an advanced system designed for developers to manage project-centric context more effectively. It offers sophisticated memory subsystems and autonomous features, enabling it to adapt and learn from development patterns while integrating with documentation and workflows seamlessly. It serves as a Model Context Protocol (MCP) server providing continuous context awareness with high performance.

openrouterai

41

by heltonteixeira

The OpenRouter MCP Server enables seamless integration with OpenRouter.ai's ecosystem, allowing access to various AI models through a type-safe interface. It features automatic caching, rate limiting, and unified response formatting for efficient performance.

shopify-mcp

41

by GeLi2001

The Shopify MCP Server interacts with Shopify's API, providing tools for store data management including products, customers, and orders through GraphQL. It features advanced searching and query capabilities with robust error handling for efficient data manipulation.

zettelkasten-mcp

41

by entanglr

The Zettelkasten MCP Server is a Model Context Protocol server that facilitates the creation and management of interconnected atomic notes using the Zettelkasten methodology. It offers features like note linking, searching, and tagging, and integrates with AI clients for enhanced knowledge management. The server uses Markdown files and an SQLite database for storage and indexing.

MCP-Kali-Server

41

by Wh0am123

Kali MCP Server provides an API interface that allows the execution of terminal commands through MCP Clients, enhancing penetration testing with AI capabilities. It is designed for security professionals looking to automate and solve complex web challenges efficiently.

mcp-prompts

41

by sparesparrow

The MCP Prompts Server is a part of the Model Context Protocol ecosystem designed to manage prompts and templates with ease. It provides features for storing, retrieving, and applying templates for AI prompts, facilitating consistent prompting patterns across AI applications.

supabase-mcp-server

41

by JoshuaRileyDev

The Supabase MCP Server is a Model Context Protocol server enabling programmatic management of Supabase projects and organizations through a standardized interface. It offers comprehensive project management and organization management features.

oatpp-mcp

41

by oatpp

Oatpp-mcp integrates Anthropic's Model Context Protocol with Oat++, enabling automatic tool generation for APIs. It supports STDIO and HTTP SSE transport and includes server features like prompts, resources, and tools.

contentful-mcp

40

by ivo-toby

Contentful MCP Server integrates with Contentful's API to provide comprehensive content management capabilities, allowing operations such as CRUD, space and environment management, localization, and bulk processing. This server supports standard and web-based communications and offers tools for efficient development and debugging.

web3-research-mcp

40

by aaronjmars

Web3 Research MCP is a tool designed to conduct deep research on cryptocurrency tokens. It offers comprehensive analysis using multiple data sources and generates structured reports to assist users in understanding technical, market, and social aspects of tokens. The project emphasizes resource management and progress tracking.

alphavantage

40

by calvernaz

The Official Alpha Vantage MCP Server provides a Model Context Protocol server for accessing Alphavantage stock market data API. It supports easy configuration and community contributions.

mcp-fal

40

by am0y

The fal.ai MCP Server is a server designed to interact with fal.ai models and services. It allows users to list, search, and utilize models, manage execution queues, and upload files to fal.ai CDN. The server supports both direct and queued model execution.

Xcode-mcp-server

40

by PolarVista

The Xcode MCP Server is a Model Context Protocol server designed to build and test Xcode projects efficiently. It facilitates AI applications in managing build processes and accessing detailed reports, logs, and test results in real-time.

supabase-mcp

40

by DynamicEndpoints

The Supabase MCP Server is designed to facilitate seamless integration between Supabase services and MCP-compatible applications, providing tools for databases, storage, and user management. It highlights rich querying, storage management, and secure environment configuration.

mcp-database-server

40

by executeautomation

The MCP Database Server allows access to SQLite, SQL Server, and PostgreSQL databases using the Model Context Protocol. It provides tools for executing queries, managing tables, and configuring Claude Desktop for database interactions.

mcp-excel-server

40

by yzfly

The Excel MCP Server offers extensive tools for managing Excel files with features like data analysis and visualization. It incorporates features such as reading and writing multiple formats, data summaries, and generating charts. It integrates well with external tools like Claude Desktop to extend its capabilities.

adx-mcp-server

40

by pab1it0

The Azure Data Explorer MCP Server provides a standardized interface for accessing Azure Data Explorer clusters via Model Context Protocol. It allows for executing KQL queries and exploring database resources, supporting token and workload identity authentication, with Docker deployment available.

openai-websearch-mcp

40

by ConechoAI

The OpenAI WebSearch MCP Server allows AI assistants to perform real-time web searches, providing updated information during interactions. It is designed to be integrated with applications like Claude and Zed, facilitating easy setup and configuration.

netbox-mcp-server

40

by netboxlabs

The NetBox MCP Server is a read-only server that allows interaction with NetBox data through LLMs supporting the Model Context Protocol. It provides tools for retrieving objects, detailed information by ID, and change logs to audit data changes.

rember-mcp

40

by rember

Rember MCP is a tool that allows for the creation of flashcards using the Model Context Protocol. It integrates with Claude to assist in memorization and learning through spaced repetition, supporting input from chats and PDFs.

mcp-server-circleci

40

by CircleCI-Public

The CircleCI MCP Server is designed to integrate with CircleCI, enabling natural language commands to manage continuous integration tasks. It supports tools like retrieving build logs, identifying flaky tests, and getting pipeline statuses, making it easier to perform operations without visiting the CircleCI web UI.

croft

40

by ashleyhindle

This project is an MCP server tailored for local Laravel environments, providing a variety of development tools to enhance collaboration with AI pair programmers. It facilitates tasks such as database querying and route management.

cloud-run-mcp

40

by GoogleCloudPlatform

This project provides an MCP server for deploying applications to Google Cloud Run using MCP-compatible AI agents. It includes tools for file deployment, service management, and project creation, supporting both local and remote use cases with secure authentication.

hexdocs-mcp

40

by bradleygolden

HexDocs MCP is a project designed to enhance AI applications by providing semantic search capabilities for Hex package documentation. It uses an Elixir binary for generating embeddings and a TypeScript server for interactions via the Model Context Protocol. This project supports AI tooling with efficient documentation search and retrieval.

yahoo-finance-mcp

39

by Alex2Yang97

The Yahoo Finance MCP Server provides comprehensive financial data, allowing users to access stock information, financial statements, options data, and market news via a Model Context Protocol. It supports analytical capabilities for stock, market, and investment research.

mcp-server-reddit

39

by Hawstein

MCP Server Reddit enables interaction with Reddit through its public API, providing functionality for language models to browse and extract information from subreddits. It supports easy installation and configuration for various platforms, enhancing the capabilities of AI systems in engaging with online content.

omniparser-autogui-mcp

39

by NON906

Omniparser-autogui-mcp is an MCP server that utilizes OmniParser to analyze screens and automate GUI operations. It is primarily designed for Windows and helps in managing tasks visually through the MCP protocol.

roo-code-memory-bank-mcp-server

39

by IncomeStreamSurfer

The Roo Code Memory Bank MCP Server enables AI assistants to maintain and access project context utilizing a file-based memory bank structure. It offers tools for initializing, checking, reading, and appending to memory files, streamlining the AI's interaction with historical project data.

metoro-mcp-server

39

by metoro-io

Metoro MCP Server is designed to integrate with Kubernetes clusters, enabling interaction through an AI interface using the Claude Desktop App. It leverages eBPF for advanced telemetry and aims to simplify access to Kubernetes data through AI interactions using the MCP protocol.

studio-rust-mcp-server

39

by Roblox

The Roblox Studio MCP Server is a reference implementation designed to enable robust interaction between Roblox Studio and Claude Desktop using the Model Context Protocol. Key components include a Rust-based web server and plugin for seamless third-party tool integration.