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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

5,503 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

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    AI-driven tool that helps developers create beautiful UI components instantly through natural language descriptions, integrating with popular IDEs like Cursor, Windsurf, and VSCode.
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    A TypeScript server that enhances AI assistants' capabilities when working with Starwind UI components, providing tools for project initialization, component installation, documentation access, and more.
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    TypeScript
    MIT License
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    A TypeScript implementation of a Model Context Protocol server providing tools to help developers work with Starwind UI components.
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    MIT License
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    Provides AI-powered visual analysis capabilities for Claude and other MCP-compatible AI assistants, allowing them to capture and analyze screenshots, perform file operations, and generate UI/UX reports.
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    JavaScript
    ISC License
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    A management interface for MCP servers built with Angular 17 and Bootstrap 5.
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    Unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor, with features like webapp navigation, network traffic capture, and console error collection.
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    979
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    Apache 2.0
    • Apple
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    A Python-based Model Context Protocol server with Streamlit chat interface that allows users to manage a PostgreSQL database through both web UI and MCP tools, powered by Ollama for local LLM integration.
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    A standalone Model Context Protocol server that enables AI models to access the Australian Pharmaceutical Benefits Scheme (PBS) API data, including medicine listings, pricing, and availability information.
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    JavaScript
    MIT License
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    A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
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    Apache 2.0
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    A MCP server that enables Claude and other MCP-compatible assistants to generate images from text prompts using Together AI's image generation models.
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    MIT License
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    Enhances large language models with competitive programming knowledge by leveraging OI-Wiki content through vector search, allowing models to retrieve relevant algorithms and techniques.
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    Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities.
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    MIT License
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    Integrates with Dumpling AI to provide data scraping, content processing, knowledge management, and code execution capabilities through tools for web interactions, document handling, and AI services.
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    MIT License
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    Integrates Claude Desktop with Azure AI Search, allowing users to query search indexes using keyword, vector, or hybrid search methods.
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    Provides SEO automation with tools for keyword research, SERP analysis, and competitor analysis through Google Ads API integration, enabling AI assistants to access these capabilities via MCP.
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    Enables AI models to dynamically create and execute their own custom tools through a meta-function architecture, supporting JavaScript, Python, and Shell runtimes with sandboxed security and human approval flows.
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    JavaScript
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    swagger-mcp is a tool designed to scrape Swagger UI by extracting the swagger.json file and dynamically generating well-defined mcp tools at runtime. These tools can be utilized by the MCP client for further tool selection.
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    Go
    MIT License
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    Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
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    MIT License
    • Apple
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    Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.
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    JavaScript
    MIT License
    • Apple
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    An MCP server that allows AI assistants and LLMs to interact with the Horizon3.ai API for scheduling pentests, querying results, and automating security workflows through natural language commands.
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    A Model Context Protocol server for interacting with Korea Investment & Securities (KIS) REST API, enabling domestic and foreign stock trading, price checks, and account management.
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    An MCP server that provides tools for interacting with EDUCHAIN, allowing Claude to query information about tokens and pools and perform swaps through SailFish DEX.
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    MIT License
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    A Model Context Protocol server that enables finding lookalike companies based on seed companies through integration with the Ocean.io API.
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    An MCP server that integrates with Hunter.io API to find and verify email addresses using domain and name information.
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    A server that provides access to Baidu Cloud's content moderation capabilities for detecting unsafe content, allowing applications like Cursor to check text for security risks.
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    Apache 2.0
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    Enables the generation of images using Together AI's models through an MCP server, supporting customizable parameters such as model selection, image dimensions, and output directory.
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    JavaScript
    MIT License
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    An MCP server integrating Perplexity AI's API to offer advanced search capabilities with support for multiple models and result configuration.
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    JavaScript
    MIT License
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    Provides a standardized way to integrate Perplexity AI's features like chat, search, and documentation access into MCP-based systems.
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    A server that enables programmatic interaction with an already running Abaqus/CAE GUI application, allowing users to execute Python scripts and retrieve message logs through the Model Context Protocol (MCP).
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    37
    Python
    MIT License