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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.

6,852 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

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    Provides web accessibility analysis and color blindness simulation using axe-core and Puppeteer, enabling detailed accessibility checks and visual simulations based on WCAG guidelines.
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    1
    JavaScript
    MIT License
    • Apple
    • Linux
  • A
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    Provides accessibility testing capabilities through CLI, helping identify accessibility issues in web applications using axe-core and Puppeteer.
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    JavaScript
    MIT License
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    An MCP server that enables LLMs to perform web accessibility testing against WCAG standards using Deque Axe-core API and Puppeteer.
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    JavaScript
    MIT License
    • Linux
    • Apple
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    Enables automated web accessibility scans for WCAG compliance using Playwright and Axe-core, providing visual and JSON reports with remediation guidance.
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    TypeScript
    MIT License
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    A Model Context Protocol server that enables scalable mobile automation through a platform-agnostic interface for iOS and Android devices, allowing agents and LLMs to interact with mobile applications using accessibility snapshots or coordinate-based interactions.
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    1,459
    1,411
    TypeScript
    Apache 2.0
    • Apple
    • Linux
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.
    Last updated -
    25
    227,616
    • Apple
    • Linux

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  • A
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    A Model Context Protocol server that enables scalable mobile automation for iOS and Android through a platform-agnostic interface, allowing LLMs to interact with mobile applications via accessibility snapshots or screenshot-based inputs.
    Last updated -
    17
    1,459
    TypeScript
    Apache 2.0
    • Apple
    • Linux
  • A
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    A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
    Last updated -
    21
    227,616
    14,888
    TypeScript
    Apache 2.0
    • Linux
    • Apple
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    A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) with Algorand blockchain, plus many useful prompts.
    Last updated -
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    TypeScript
    MIT License
    • Linux
    • Apple
  • -
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    A Model Context Protocol server that enables automated end-to-end testing with LLMs using Playwright's accessibility tree rather than pixel-based inputs.
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    TypeScript
    Apache 2.0
    • Apple
    • Linux
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    A Model Context Protocol server that enables AI assistants to interact with iOS simulators, perform accessibility testing, manage apps, and automate complex iOS workflows.
    Last updated -
    6
    Python
    Apache 2.0
    • Apple
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    A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots, providing browser automation capabilities without requiring screenshots or visually-tuned models.
    Last updated -
    TypeScript
    Apache 2.0
    • Apple
    • Linux
  • A
    security
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    license
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or vision models.
    Last updated -
    21
    227,616
    TypeScript
    Apache 2.0
    • Apple
    • Linux
  • -
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.
    Last updated -
    227,616
    TypeScript
    Apache 2.0
    • Linux
    • Apple
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    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or visually-tuned models.
    Last updated -
    227,616
    TypeScript
    Apache 2.0
    • Apple
    • Linux
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    A framework that integrates Brain-Computer Interface technology with the Model Context Protocol to enable real-time neural signal processing and AI-powered interactions for healthcare, accessibility, and research applications.
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    Python
    • Linux
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    An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Cline/Cursor/GH Copilot) and let them fix a11y issues for you!
    Last updated -
    JavaScript
    Mozilla Public License 2.0
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    Provides LLM Agents with AI-powered mentorship for code review, design critique, writing feedback, and brainstorming using the Deepseek API, enabling enhanced output in various development and strategic planning tasks.
    Last updated -
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    15
    TypeScript
    Apache 2.0
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    A comprehensive Model Context Protocol server providing access to over 110 million chemical compounds with extensive molecular properties, bioassay data, and chemical informatics tools from the PubChem database.
    Last updated -
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    12
    JavaScript
    MIT License
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    Provides access to over 110 million chemical compounds with tools for chemical search, structure analysis, property calculation, bioassay data retrieval, and safety information through the PubChem database.
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    12
    JavaScript
    MIT License
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    Provides a Model Context Protocol server for executing AppleScript and JavaScript for Automation scripts on macOS, featuring a knowledge base of pre-defined scripts and supporting automation of macOS applications and system functions.
    Last updated -
    2
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    372
    TypeScript
    MIT License
    • Apple
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    Enables interaction with Ghost CMS via LLM interfaces, providing secure access through JWT authentication for managing posts, users, and newsletters with detailed output and error handling.
    Last updated -
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    137
    38
    TypeScript
    MIT License
    • Linux