MCP Servers for Developer Tools

Tools and integrations that enhance the development workflow and environment management.

View all MCP Servers

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    An MCP server that provides a comprehensive interface to Semgrep, enabling users to scan code for security vulnerabilities, create custom rules, and analyze scan results through the Model Context Protocol.
    6
    3
    Python
    MIT License
    • Linux
    • Apple
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    A server that enhances AI assistants with the ability to update your JSON Resume by analyzing your coding projects, automatically extracting skills and generating professional descriptions.
    3
    13
    24
    TypeScript
    The Unlicense
    • Apple
    • Linux
  • A
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    An MCP server for doing doing initial app planning and creating a good starting point in Databutton – it starts a new app and generates the initial MVP tasks
    1
    12
    9
    TypeScript
    MIT License
    • Apple
  • Glifofficial

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    Run AI workflows hosted on Glif.app via MCP, including ComfyUI-based image generators, meme generators, selfies, chained LLM calls, and more
    5
    14
    TypeScript
    MIT License
    • Apple
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    A proxy server that unifies multiple MCP servers, enabling seamless tool, prompt, and resource management via the MetaMCP App.
    105
    24
    TypeScript
    Apache 2.0
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    Using MCP to run code via e2b.
    1
    147
    JavaScript
    Apache 2.0
    • Apple
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    A secure terminal execution server that enables controlled command execution with security features and resource limits via the Model Context Protocol (MCP).
    1
    12
    JavaScript
    MIT License
    • Apple
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    Provides seamless integration with Smartsheet, enabling automated operations on Smartsheet documents through a standardized interface that bridges AI-powered automation tools with Smartsheet's collaboration platform.
    12
    5
    Python
    MIT License
    • Linux
    • Apple
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    PulseMCP Server is a TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and summarize text notes through Model Context Protocol with URI-based resource management and LLM summarization prompts.
    2
    2
    6
    JavaScript
    MIT License
    • Apple
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    A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images.
    1
    170
    13
    JavaScript
    MIT License
  • A
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    This server provides a tool to generate unified diffs between two text strings, facilitating text comparison and analysis.
    1
    8
    2
    JavaScript
    MIT License
    • Apple
  • A
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    A Model Context Protocol server that provides tools for code modification and generation via Large Language Models, allowing users to create, modify, rewrite, and delete files using structured XML instructions.
    12
    Python
    MIT License
    • Linux
    • Apple
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    This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration.
    3
    37
    Python
    MIT License
    • Apple
  • A
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    Connects Claude to Portkey's API for managing AI configurations, workspaces, analytics, and user access, providing comprehensive control over API usage and settings.
    9
    TypeScript
    MIT License
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    Enables AI integrations with ClickUp tasks, supporting resource management, task operations, workspace organization, and AI-powered task recommendations through a standardized protocol.
    18
    908
    34
    TypeScript
    MIT License
  • A
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    Provides deep git file-level forensics tools to analyze detailed file histories, changes, and patterns within git repositories, focusing on individual file analysis rather than repository-wide operations.
    4
    JavaScript
    Apache 2.0
    • Apple
  • A
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    Provides tools for collecting and documenting code from directories.
    4
    81
    12
    TypeScript
    MIT License
    • Apple
    • Linux
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    An MCP server that provides tools for interacting with Vercel API, enabling management of deployments, DNS records, domains, projects, and environment variables through natural language.
    7
    56
    3
    TypeScript
    MIT License
  • A
    security
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    An interface that enables Claude AI to interact with the esa API for searching, creating, and updating documents through the Model Context Protocol.
    10
    3
    JavaScript
    MIT License
    • Linux
    • Apple
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    A server for managing Rust documentation that enables users to check, build, and search Rust documentation locally through cargo doc commands.
    3
    3
    TypeScript
    MIT License
  • A
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    Model Context Protocol server for Task Management. This allows Claude Desktop (or any MCP client) to manage and execute tasks in a queue-based system.
    10
    322
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    JavaScript
    MIT License
    • Apple
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    Integration between Model Context Protocol (MCP) and Facebook's iOS Development Bridge (idb), enabling automated iOS device management and test execution through natural language.
    1
    8
    3
    JavaScript
    MIT License
    • Apple
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    This server generates placeholder image URLs from various providers, supporting input validation and integration with desktop applications like Claude and Cursor.
    1
    6
    MIT License
  • A
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    An MCP server for generating customizable data visualizations using QuickChart.io, supporting multiple chart types and Chart.js configuration.
    2
    302
    1
    JavaScript
    MIT License
    • Apple
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    Enables interaction with the Things app through Claude Desktop, allowing task creation, project analysis, and priority management using natural language commands.
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    Python
    MIT License
    • Apple
  • A
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    Enhances Claude AI with persistent memory storage for Infrastructure-as-Code components, supporting version tracking and relationship mapping for Terraform and Ansible resources.
    23
    4
    Python
    MIT License
  • A
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    A Model Context Protocol server that integrates with Linear, enabling AI assistants to create, update, search, and comment on issues for project management and issue tracking.
    5
    5
    Python
    Apache 2.0
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    A production-ready template for building Model Context Protocol servers in TypeScript, offering fast development with Bun, Biome linting, and automated version management.
    1
    12
    JavaScript
    MIT License
  • A
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    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    1
    29
    JavaScript
    MIT License
  • A
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    A Model Context Protocol server that enables AI assistants to interact with Linear project management systems, allowing users to retrieve, create, and update issues, projects, and teams through natural language.
    32
    80
    5
    TypeScript
    MIT License
    • Apple
  • A
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    Get the narrative and API documentation for the exact version of any of your dependencies. (Only Rust is supported at the moment.)
    1
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    TypeScript
    MIT License
  • A
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    A tool that helps manage and synchronize MCP server configurations across different AI assistant clients (Cline, Roo Code, WindSurf, Claude), automating the process of retrieving, listing, adding, and removing server configurations from client configuration files.
    6
    6
    1
    JavaScript
    MIT License
    • Apple
  • A
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    ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies.
    22
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    107
    TypeScript
    Apache 2.0
    • Linux
    • Apple
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    A TypeScript-based server to interact with ArangoDB using the Model Context Protocol, enabling database operations and integration with tools like Claude and VSCode extensions for streamlined data management.
    7
    7
    TypeScript
    MIT License
    • Apple
  • A
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    An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
    8
    39
    JavaScript
    MIT License
  • A
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    Bridges Claude AI with Xcode, enabling AI-powered code assistance, project management, and automated development tasks securely on your local machine.
    9
    74
    TypeScript
    MIT License
    • Apple
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    Provides seamless access to Postman.
    99
    28
    TypeScript
    MIT License
    • Apple
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    Enables MCP clients to interact with Monday.com boards, allowing creation and management of items, sub-items, comments, and retrieval of board information.
    8
    9
    Python
    MIT License
    • Apple
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    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
    7
    62
    81
    TypeScript
    MIT License
  • A
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    Enables AI agents to manage issues, projects, and teams on the Linear platform programmatically.
    7
    123
    22
    JavaScript
    MIT License
    • Apple
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    Leverages Vim's native text editing commands and workflows, which Claude already understands, to create a lightweight code assistance layer.
    8
    42
    57
    TypeScript
    MIT License
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    Provides integration with OpenRouter.ai, allowing access to various AI models through a unified interface.
    4
    35
    25
    TypeScript
    Apache 2.0
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    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
    6
    25
    JavaScript
    AGPL 3.0
    • Apple
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    An enhanced Windows CLI MCP server providing unrestricted system access capabilities, designed for trusted environments with full system access requirements.
    4
    350
    3
    TypeScript
    MIT License
  • A
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    F
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    An MCP server implementation that allows interaction with the Unstructured API, providing tools to list, create, update, and manage document processing sources, destinations, and workflows.
    39
    11
    Python
    • Apple
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    A Model Context Protocol server that connects Flutter apps with AI coding assistants like Cursor, Claude, and Cline, enabling AI-powered analysis of widget trees, navigation, and layout issues.
    62
    4
    JavaScript
    MIT License
  • A
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    A TypeScript-based server that allows calling other MCP clients from your own MCP client, facilitating task delegation and context window offloading for enhanced multi-agent interactions.
    3
    14
    JavaScript
    MIT License
    • Apple
  • A
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    A MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.
    3
    4
    JavaScript
    MIT License
  • A
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    Share code context with LLMs via MCP or clipboard
    3
    142
    Python
    Apache 2.0
    • Apple
    • Linux
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    A template for creating custom tools for Cursor IDE using Model Context Protocol that allows users to deploy their own MCP server to Heroku and connect it to Cursor IDE.
    2
    Python
    MIT License
    • Linux
    • Apple
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    A simple template for creating custom tools using the Model Context Protocol to interact with Cursor IDE, allowing for easy deployment and integration with different transport methods like stdio and SSE.
    2
    23
    Python
    MIT License
  • A
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    A TypeScript server that integrates Google's Gemini Pro model with Claude Desktop through the Model Context Protocol, allowing Claude users to access Gemini's text generation capabilities.
    1
    2
    TypeScript
    MIT License
  • A
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    A Model Context Protocol server that provides programmatic access to the Windows terminal, enabling AI models to interact with the Windows command line through standardized tools for writing commands, reading output, and sending control signals.
    3
    JavaScript
    MIT License
  • A
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    Facilitates unified execution and result parsing for various testing frameworks, including Bats, Pytest, Flutter, Jest, and Go, through a Model Context Protocol interface.
    1
    8
    TypeScript
    MIT License
    • Apple
    • Linux
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    MCP server for collecting code from files and directories into a single markdown document.
    2
    4
    Python
    MIT License
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    An implementation of the Model Context Protocol for Unity Editor, allowing AI assistants to interact with Unity projects through tools for executing menu items, selecting objects, managing packages, running tests, and accessing resources.
    5
    124
    MIT License
    • Apple
  • A
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    Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r
    1
    270
    5
    TypeScript
    MIT License
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    A production-ready template for creating Model Context Protocol servers with TypeScript, providing tools for efficient testing, development, and deployment.
    1
    12
    12
    JavaScript
    MIT License
  • A
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    MCP server that builds itself by creating new tools as needed based on user requests (Requires restart of Claude Desktop to use newly created tools).
    4
    13
    Python
    The Unlicense
  • A
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    A Model Context Protocol server that enables secure interaction with Microsoft SQL Server databases, allowing AI assistants to list tables, read data, and execute SQL queries through a controlled interface.
    1
    19
    Python
    MIT License
    • Linux
    • Apple
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    A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.
    11
    2
    Python
    MIT License
    • Apple
    • Linux
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    Enables creation and management of Framer plugins with web3 capabilities like wallet connections, contract interactions, and NFT displays.
    2
    5
    JavaScript
    MIT License
  • A
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    A Model Context Protocol server that allows AI agents to perform WHOIS lookups, enabling users to directly ask the AI about domain availability, ownership, registration details, and other domain information.
    4
    10
    1
    JavaScript
    MIT License
    • Linux
    • Apple
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    MCP Server for the ClickUp API,
    4
    7
    1
    TypeScript
    MIT License
  • A
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    A Model Context Protocol server for interacting with Redmine using its REST API, enabling the management of tickets, projects, and user data through integration with LLMs.
    23
    1
    TypeScript
    MIT License
  • A
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    Allow your AI coding agents to access Figma files & prototypes directly. You can DM me for any issues / improvements: https://x.com/jasonzhou1993 1. Access all figma pages 2. Access all figma components 3. Access figma prototype flows
    3
    41
    Python
    MIT License
  • A
    security
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    license
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    MCP server for "taming the Claude" with structured task queues.
    13
    587
    TypeScript
    MIT License
    • Linux
    • Apple
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    A tool that dynamically generates and configures MCP servers by automatically creating necessary directories and files according to user specifications.
    1
    9
    7
    JavaScript
    MIT License
  • A
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    This server integrates AI assistants with ClickUp workspaces, enabling task, team, list, and board management through a secure OAuth2 authentication process.
    5
    5
    TypeScript
    MIT License
    • Apple
  • A
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    Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices.
    4
    6
    JavaScript
    MIT License
  • A
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    An MCP server that connects to Tana's Input API, allowing Large Language Models and other MCP clients to create and manipulate data in Tana workspaces.
    11
    13
    4
    TypeScript
    MIT License
    • Linux
    • Apple
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    Obsidian vault connector for Claude Desktop - enables reading and writing Markdown notes using Model Context Protocol (MCP)
    4
    36
    3
    JavaScript
    MIT License
    • Apple
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    An MCP server implementation that enables interaction with the Unstructured API, providing tools to list, create, update, and manage sources, destinations, and workflows.
    39
    11
    Python
    • Apple
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    Enables creation, management, and templating of prompts through a simplified SOLID architecture, allowing users to organize prompts by category and fill in templates at runtime.
    6
    1,385
    6
    TypeScript
    MIT License
    • Apple
    • Linux
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    A Model Context Protocol server that facilitates communication between ABAP systems and MCP clients, providing tools for managing ABAP objects, handling transport requests, and performing code analysis to enhance ABAP development workflows.
    128
    3
    TypeScript
    MIT License
    • Linux
    • Apple
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    Enables intelligent code analysis and debugging through the Perplexity AI's API, offering detailed error analysis, pattern detection, and comprehensive solutions, with integration support for the Claude desktop client.
    1
    10
    JavaScript
    MIT License
    • Apple
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    Provides capabilities for searching Jira issues using JQL and retrieving detailed issue information.
    2
    124
    17
    JavaScript
    MIT License
    • Apple
  • gotohuman
    Verified
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    Add human approval steps to your AI agents and automations with gotoHuman.
    3
    TypeScript
  • A
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    react-mcp integrates with Claude Desktop, enabling the creation and modification of React apps based on user prompts
    9
    3
    JavaScript
    MIT License
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    This server provides a minimal template for creating AI assistant tools using the ModelContextProtocol, featuring a simple 'hello world' tool example and development setups for building custom MCP tools.
    1
    12
    8
    TypeScript
    The Unlicense
    • Apple
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    Generates a JSON file tree from a specified directory's 'src' folder, adhering to '.gitignore' rules, allowing for quick project structure review in Claude.
    1
    Python
    MIT License
  • A
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    license
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    Enables running Postman collections using Newman for conducting API tests and obtaining detailed result analysis via a standardized interface.
    1
    23
    21
    TypeScript
    MIT License
  • A
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    This MCP server provides unified diffs of two text inputs using Python's standard library difflib.
    1
    4
    Python
    MIT License
    • Apple
  • A
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    An MCP server that provides LLMs access to other LLMs
    4
    14
    12
    JavaScript
    MIT License
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    An API server that implements the Model Completion Protocol (MCP) for Cryo blockchain data extraction, allowing users to query Ethereum blockchain data through any MCP-compatible client.
    5
    86
    Python
    MIT License
    • Linux
    • Apple
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    Facilitates comprehensive architectural design and evaluation through specialized agents, rich resources, and powerful tools covering diverse architectural domains, including cloud, AI, and blockchain.
    3
    943
    15
    TypeScript
    ISC License
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    license
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    A Model Context Protocol (MCP) server that provides tools to interact with Folderr's API, specifically for managing and communicating with Folderr Assistants.
    7
    2
    1
    JavaScript
  • A
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    An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.
    1
    JavaScript
    Apache 2.0
    • Apple
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    Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window.
    5
    10
    19
    TypeScript
    MIT License
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    A Model Context Protocol server that provides secure command-line access to Windows systems, allowing MCP clients like Claude Desktop to safely execute commands in PowerShell, CMD, and Git Bash shells with configurable security controls.
    9
    350
    80
    JavaScript
    MIT License
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    Enables AI models to interact with AWS Lambda functions via the MCP protocol, allowing access to private resources, real-time data, and custom computation in a secure environment.
    2
    49
    Python
    MIT License
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    A Model Context Protocol server implementation that enables LLMs to query and manipulate JSON data using JSONPath syntax with extended operations for filtering, sorting, transforming, and aggregating data.
    2
    116
    15
    JavaScript
    MIT License
    • Apple
    • Linux
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    Chat with your codebase through intelligent code searching without embeddings by breaking files into logical chunks, giving the LLM tools to search these chunks, and letting it find specific code needed to answer your questions.
    8
    22
    Python
    MIT License
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    Integrates Productboard API into agentic workflows, allowing interaction with companies, components, features, notes, and products from the Productboard platform.
    11
    15
    2
    TypeScript
    MIT License
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    A Node.js implementation of the Model Context Protocol that provides secure shell command execution capabilities, allowing AI models like Claude to run shell commands in a controlled environment with built-in security measures.
    1
    110
    25
    JavaScript
    MIT License
    • Apple
  • A
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    A server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine to tackle complex reasoning tasks.
    1
    Python
    MIT License
    • Apple
  • A
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    Provides a simple tool to shorten URLs using the CleanURI API, designed to run as a FastMCP server that can be integrated with agent or tool-based systems.
    1
    Python
    Apache 2.0
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    A TypeScript-based MCP server that generates API clients from OpenAPI specifications, allowing automated code generation through natural language.
    1
    64
    JavaScript
    MIT License
    • Apple
  • A
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    Enables capturing high-quality native macOS screenshots using Safari through a Node.js server, supporting various sizes, zoom levels, and load wait times.
    1
    7
    TypeScript
    MIT License
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    Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation formats.
    2
    44
    14
    TypeScript
    MIT License
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    An MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.
    1
    7
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Enables interaction with 3D printer management systems through an MCP server, supporting STL file manipulation, slicing, and control of printers like OctoPrint, Klipper, Duet, and more.
    11
    8
    12
    TypeScript
    GPL 2.0
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Facilitates the analysis of Figma file structures by extracting node hierarchies, accessible via REST API or MCP protocol.
    1
    2
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages.
    29
    31
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    Let Claude and Cursor manage your Railway infrastructure through natural language. Deploy, configure, and monitor - autonomously and safely.
    36
    22
    10
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Provides accessibility testing capabilities through CLI, helping identify accessibility issues in web applications using axe-core and Puppeteer.
    1
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Enables integration with OpenAI models through the MCP protocol, supporting concise and detailed responses for use with Claude Desktop.
    1
    1
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A central hub that aggregates multiple MCP resource servers into a single unified interface, enabling users to access tools and capabilities from multiple backend servers through one connection point.
    30
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Integrates Cline with Azure DevOps services, enabling access to work items, repositories, and pull requests through configurable MCP tools.
    15
    11
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A server that bridges the Model Context Protocol (MCP) with SAP ABAP systems, allowing tools like Cline to retrieve ABAP source code, table structures, and other development artifacts.
    13
    5
    TypeScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A TypeScript server implementing the Model Context Protocol (MCP) that provides datetime and timezone information to AI agents and chat interfaces, allowing them to access current time in various timezones.
    4
    2
    TypeScript
    Mozilla Public License 2.0
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables LLMs to safely execute make targets from a Makefile, allowing AI assistants to run tests, format code, and automate various development tasks through natural language interaction.
    1
    2
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    🍎 Build iOS Xcode workspace/project and feed back errors to llm.
    2
    7
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A server for programmatically creating and managing n8n workflows with a REST API interface, supporting workflow creation, validation, and export.
    10
    28
    103
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Provides tools for interacting with Targetprocess, a project management and agile planning platform, enabling AI assistants to search, create, and update project entities with proper validation.
    5
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that gives LLMs the ability to interact with Ethereum networks, manage wallets, query blockchain data, and execute smart contract operations through a standardized interface.
    31
    9
    2
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Connects Claude Desktop to Redmine for seamless project and issue management, including searching, creating, updating, and tracking tasks using Redmine's API.
    5
    2
    Python
    Mozilla Public License 2.0
  • A
    security
    A
    license
    A
    quality
    This server enables interaction between Neo4j databases and Claude Desktop, allowing users to execute Cypher queries, create nodes, and establish relationships in the database.
    3
    72
    24
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Integration with Timeplus, a database for streaming data, such as Apache Kafka/Pulsar
    6
    5
    Python
    Apache 2.0
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Pyodide server for executing Python code by Large Language Models (LLMs) via the Model Context Protocol (MCP).
    5
    2
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Audits npm package dependencies for security vulnerabilities, providing detailed reports and fix recommendations with MCP integration.
    1
    17
    7
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Dart-based MCP server implementation that enables AI-assisted task management, document handling, and workspace organization through standardized tools and seamless Dart integration.
    10
    44
    2
    JavaScript
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Enables Claude to interact with Ethereum nodes, allowing users to check ENS token balances, view smart contract code, and decode transactions through natural language.
    5
    1
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A server for integrating with Placid.app's API, enabling listing templates and generating creatives using the Model Context Protocol with secure API token management.
    3
    8
    4
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    This TypeScript-based MCP server enables users to manage a simple notes system with capabilities to create and summarize notes through structured prompts and resources.
    5
    0
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    MCP Unity Server to integrate Unity Editor game engine with different AI Model clients (e.g. Claude Desktop, Windsurf, Cursor)
    5
    124
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    MCP Ollama server integrates Ollama models with MCP clients, allowing users to list models, get detailed information, and interact with them through questions.
    3
    12
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
    3
    3
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    Analyzes git changes in repositories and generates conventional commit messages using OpenAI's GPT models, supporting both staged and unstaged changes with detailed summaries.
    1
    12
    11
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables efficient management of GitHub issues in a Kanban board format, allowing LLMs to automate task management through GitHub integration.
    4
    2
    4
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    An MCP server implementation that enables interaction with the Letta API for managing agents, memory blocks, and tools in the Letta system.
    9
    5
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A model context server that provides prompts that can be used as slash commands for clients like Zed Editor, in order to add page contents as context to the AI assistant.
    13
    8
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Converts various file formats to Markdown using the MarkItDown utility and can be integrated with MCP clients for seamless document processing and conversion.
    8
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
    11
    239
    23
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables Claude and other AI assistants to access and update Kintone data through natural language commands, supporting operations like record management, file handling, app administration, and space collaboration.
    25
    2
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Integrates MATLAB with AI to execute code, generate scripts from natural language, and access MATLAB documentation seamlessly.
    2
    8
    JavaScript
    Apache 2.0
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables AI assistants to interact with Jenkins CI/CD servers, providing tools to check build statuses, trigger builds, and retrieve build logs.
    3
    JavaScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Converts various file types and web content to Markdown format. It provides a set of tools to transform PDFs, images, audio files, web pages, and more into easily readable and shareable Markdown text.
    10
    16
    987
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A dynamic service that creates and manages Model Context Protocol (MCP) servers, allowing users to spawn, customize, and control multiple MCP servers as child processes.
    5
    21
    TypeScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables AI assistants to interact with Strapi CMS instances through a standardized interface, supporting content types and REST API operations.
    5
    91
    10
    JavaScript
    MIT License
    • Apple
  • Brevofficial

    A
    security
    F
    license
    A
    quality
    Run, build, train, and deploy ML models on the cloud.
    2
    3
    Python
    • Apple
  • A
    security
    A
    license
    A
    quality
    This TypeScript-based MCP server allows users to manage and interact with a note system through Model Context Protocol, enabling note creation and summarization with URIs and metadata.
    1
    JavaScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Enables AI assistants to interact with Meilisearch via the Model Context Protocol, allowing comprehensive index, document, and search management through a standardized interface.
    68
    4
    TypeScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A powerful Model Context Protocol (MCP) server for Docker operations, enabling seamless container and compose stack management through Claude AI.
    4
    126
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Allows Claude desktop app to execute terminal commands and edit files on your computer through MCP, with features including command execution, process management, and diff-based file editing.
    19
    3,856
    247
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    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.
    5
    15
    TypeScript
    Apache 2.0
  • A
    security
    A
    license
    A
    quality
    An MCP server that provides tools for interacting with Linear issue tracking system, currently supporting issue search with plans to expand to issue creation, updates, comments, and project management.
    1
    73
    1
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Facilitates the creation of mathematical diagrams using natural language through Penrose's domain-specific languages, allowing for the definition of mathematical types, relationships, and visual representation rules.
    4
    1
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket API and loading them into Claude
    2
    7
    5
    JavaScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A document conversion server that transforms various file formats (PDFs, documents, images, audio, web content) to Markdown with improved multilingual and UTF-8 support.
    10
    2
    TypeScript
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Enables integration of Perplexity's AI API with LLMs, delivering advanced chat completion by utilizing specialized prompt templates for tasks like technical documentation, code review, and API documentation.
    1
    93
    7
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Facilitates interactive feature discussions with AI guidance, maintaining context and providing intelligent recommendations for implementation, architecture, and best practices in software development.
    2
    1
    JavaScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables Large Language Models to interact with Git repositories through a robust API, supporting operations like repository initialization, cloning, file staging, committing, and branch management.
    21
    55
    12
    TypeScript
    Apache 2.0
  • A
    security
    A
    license
    A
    quality
    Provides up to date dependency information of Clojure libraries
    2
    5
    2
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A simple template for creating custom tools for Cursor IDE using Model Context Protocol, deployable via Heroku, Docker, or directly within Cursor IDE.
    2
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    A secure shell command execution server implementing the Model Context Protocol (MCP). This server allows remote execution of whitelisted shell commands with support for stdin input.
    1
    37
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    A distributable Model Context Protocol (MCP) server that exposes Dart SDK commands for AI-powered development. This server bridges the gap between AI coding assistants and Dart/Flutter development workflows by implementing the Model Context Protocol (MCP).
    10
    15
    2
    TypeScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that extracts embedded data (such as i18n translations or key/value configurations) from TypeScript/JavaScript source code into structured JSON configuration files.
    2
    14
    2
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that connects GitHub code to Claude.ai. This server utilizes the Pera1 service to extract code from GitHub repositories and provide better context to Claude.
    1
    31
    1
    JavaScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Enables users to access and manage Replicate's AI models and predictions via the Model Context Protocol, offering tools for creating, canceling, and retrieving model predictions and parameters.
    12
    224
    32
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables AI assistants to interact with Feishu project management systems, allowing them to retrieve project views and work items.
    4
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Enables interaction with a MySQL database via JSON commands, supporting read-only queries, test execution of write queries, and table information retrieval through Docker.
    4
    8
    3
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Provides a Model Context Protocol interface for accessing Linear's issue tracking system, enabling users to query and search issues with TypeScript type safety and robust error handling.
    9
    9
    16
    TypeScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    This server provides a convenient API for interacting with Azure DevOps services, enabling AI assistants and other tools to manage work items, code repositories, boards, sprints, and more. Built with the Model Context Protocol, it provides a standardized interface for communicating with Azure DevOps
    96
    2
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Provides Ethereum blockchain data tools via Etherscan's API, enabling users to check ETH balances, view transactions, track token transfers, fetch contract ABIs, monitor gas prices, and resolve ENS names.
    6
    3
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A TypeScript-based template for building Model Context Protocol servers, featuring fast testing, automated version management, and a clean structure for MCP tool implementations.
    1
    12
    2
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A TypeScript MCP server port of Anthropic's filesystem editing tools, allowing file manipulation via client-approved operations without automated writes to prevent system harm.
    5
    5
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Connects AI models to the Terraform Registry via MCP, enabling provider lookups, resource usage examples, and module recommendations for streamlined Terraform workflows.
    6
    170
    17
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server implementation that provides EMQX MQTT broker interaction.
    4
    10
    Python
    Apache 2.0
    • Apple
  • A
    security
    A
    license
    A
    quality
    An enhanced Model Context Protocol server that enables AI assistants to interact with ClickUp workspaces, supporting task relationships, comments, checklists, and workspace management through natural language.
    40
    908
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A bridge that connects physical hardware devices with AI large language models via serial communication, allowing users to control hardware using natural language commands.
    3
    5
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    An MCP server enabling secure interaction with n8n workflows, executions, and settings via the Model Context Protocol, designed for integration with Large Language Models (LLMs).
    33
    85
    34
    TypeScript
    MIT License
    • Apple
  • Apache Maven
    maven-mcp-server

    Bigsy
    Verified
    A
    security
    A
    license
    A
    quality
    An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions. This server enables LLMs to verify Maven dependencies and retrieve their latest versions from Maven Central Repository.
    2
    12
    4
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A command-line tool that enables the use of MCP with the Room protocol, allowing agents to create and interact in peer-to-peer virtual rooms for goal-oriented collaboration.
    5
    11
    3
    JavaScript
    Apache 2.0
    • Apple
  • A
    security
    A
    license
    A
    quality
    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.
    1
    10
    23
    JavaScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.
    4
    5
    10
    JavaScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server for AES encryption and decryption, supporting various modes, padding, and input/output formats for secure data handling.
    10
    266
    2
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Node.js server that allows browsing Git repositories through MCP, providing tools to view directory structures and read important files from repositories.
    2
    JavaScript
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Analyzes source code dependencies across multiple programming languages in the specified directory to identify file relationships, assisting in dependency management and project structure understanding.
    1
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables AI assistants like Claude to interact with Google Cloud Platform environments through natural language, allowing users to query and manage GCP resources during conversations.
    9
    91
    16
    TypeScript
    MIT License
  • A
    security
    F
    license
    A
    quality
    A CLI tool that runs a Model Context Protocol server over stdio, enabling interaction with specification documents like business requirements, product requirements, and user stories for the Specif-ai platform.
    9
    0
    TypeScript
  • A
    security
    A
    license
    A
    quality
    A Node.js/TypeScript implementation of a Model Context Protocol server for the Deepseek R1 language model, optimized for reasoning tasks with a large context window and fully integrated with Claude Desktop.
    1
    32
    JavaScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A metacognitive pattern interrupt system that helps prevent AI assistants from overcomplicated reasoning paths by providing external validation, simplification guidance, and learning mechanisms.
    3
    5
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Facilitates interactive software development planning by managing tasks, tracking progress, and creating detailed implementation plans through the Model Context Protocol.
    6
    109
    JavaScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Enables integration with OpenMetadata by wrapping its REST API for standardized interaction through the Model Context Protocol.
    6
    2
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics.
    3
    13
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
    3
    617
    TypeScript
  • -
    security
    A
    license
    -
    quality
    A Python server implementation that enables integration with the PeakMojo API, providing access to various resources like users, personas, scenarios, and tools for managing PeakMojo functionality.
    Python
    MIT License
    • Linux
  • A
    security
    F
    license
    A
    quality
    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
    7
    2
    Python
    • Apple
  • A
    security
    F
    license
    A
    quality
    A TypeScript-based template for developing Model Context Protocol servers with features like dependency injection and service-based architecture, facilitating the creation and integration of custom data processing tools.
    1
    2
    TypeScript
  • A
    security
    F
    license
    A
    quality
    Enables execution and management of Babashka scripts using the Model Context Protocol, offering features like caching, command history access, and configurable timeouts for enhanced scripting workflows.
    1
    2
    JavaScript
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables management of GitLab Kanban boards through tools for listing, creating, updating, and deleting tasks, as well as adding comments.
    5
    1
    TypeScript
  • A
    security
    F
    license
    A
    quality
    A tool that implements Claude Shannon's problem-solving methodology to help break down complex problems into structured steps including problem definition, constraints, modeling, validation, and implementation.
    1
    7
    TypeScript
  • A
    security
    F
    license
    A
    quality
    This server provides access to the Perplexity AI API, enabling interaction through chatting, searching, and documentation retrieval within MCP-based systems.
    5
    2
    JavaScript
  • A
    security
    F
    license
    A
    quality
    Integrates Dify AI API to provide code generation for Ant Design components, supporting both text and image inputs with stream processing capabilities.
    1
    17
    JavaScript
  • A
    security
    F
    license
    A
    quality
    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    4
    7
    Python
    • Apple
  • A
    security
    F
    license
    A
    quality
    Enables searching for files by name fragments via JSON-RPC or an HTTP REST API, with options for direct use or integration with other tools like VS Code.
    1
    JavaScript
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    Enables interaction with Linear's API for managing issues, teams, and projects programmatically through the Model Context Protocol.
    7
    123
    1
    JavaScript
    • Apple
  • stripeofficial

    -
    security
    A
    license
    -
    quality
    The Stripe Model Context Protocol server allows you to integrate with Stripe APIs through function calling. This protocol supports various tools to interact with different Stripe services.
    465
    562
    TypeScript
    MIT License
  • A
    security
    F
    license
    A
    quality
    MCP server for managing Git operations on local repositories, allowing users to list repositories, get and create tags, list commits, push tags, and refresh repositories through a standardized interface.
    6
    Python
  • A
    security
    F
    license
    A
    quality
    A comprehensive Model Context Protocol server that provides advanced Node.js development tooling for automating project creation, component generation, package management, and documentation with AI-powered assistance.
    7
    2
    JavaScript
  • A
    security
    F
    license
    A
    quality
    Enables users to create UI flowcharts by generating visualizations of user interfaces and interactions through an easy-to-use API within MCP-compatible systems.
    1
    7
    5
    TypeScript
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that analyzes and evaluates GitHub README documentation quality using advanced neural processing, providing scores and improvement suggestions.
    1
    TypeScript
  • A
    security
    F
    license
    A
    quality
    A server for managing and summarizing notes using a custom URI scheme, with tools to add notes and create styled summaries.
    4
    1
    Python
    • Apple
  • A
    security
    F
    license
    A
    quality
    Integrates Textwell with the Model Context Protocol for facilitating text operations such as writing and appending text through a GitHub Pages bridge.
    1
    JavaScript
    • Apple
  • -
    security
    A
    license
    -
    quality
    An MCP server for Rootly API that enables resolving production incidents without leaving your IDE by integrating with MCP-compatible editors like Cursor, Windsurf, and Claude.
    51
    Python
    Apache 2.0
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides time and timezone conversion capabilities, enabling LLMs to get current time information and perform timezone conversions using IANA timezone names.
    2
    Python
  • A
    security
    F
    license
    A
    quality
    Enables interaction with Redmine projects and issues via the Cline VS Code extension, supporting project management and issue creation through the Model Context Protocol.
    1
    JavaScript
  • -
    security
    A
    license
    -
    quality
    The Wanaku MCP Router stands between autonomous AI agents and your enterprise systems. Wanaku leverages proven integration technology, like Apache Camel, to set up and manage hundreds or thousands of integrations.
    50
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    An MCP Server that enables LLMs to build real-time 3D web applications in the PlayCanvas Editor.
    25
    TypeScript
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage.
    4
    3
    JavaScript
  • A
    security
    F
    license
    A
    quality
    A high-performance MCP server that integrates Notion into AI workflows, enabling interaction with Notion pages, databases, and comments through a standardized protocol.
    8
    10
    13
    TypeScript
  • A
    security
    F
    license
    A
    quality
    A TypeScript-based server that visualizes project directory structures in Markdown format, automatically documenting file contents with syntax highlighting and supporting customizable exclusion patterns.
    1
    3
    2
    TypeScript
    • Linux
    • Apple
  • A
    security
    F
    license
    A
    quality
    An intelligent middleware that determines when human intervention is necessary in AI agent operations using a sequential scoring system that evaluates multiple dimensions of a request.
    1
    6
    TypeScript
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, useful for adding delays between operations such as waiting between API calls or testing eventually consistent systems.
    1
    6
    5
    JavaScript
  • A
    security
    F
    license
    A
    quality
    An MCP server that enables LLMs to understand and analyze code structure through function call graphs, allowing AI assistants to explore relationships between functions and analyze dependencies in Python repositories.
    6
    5
    Python
  • A
    security
    F
    license
    A
    quality
    Enables interaction with the Flutter SDK by providing tools to analyze and apply fixes to Dart and Flutter files.
    2
    3
    JavaScript
  • A
    security
    F
    license
    A
    quality
    An MCP server that intelligently chunks large documents for Claude, enabling efficient context-aware processing and summary generation for enhanced document comprehension.
    12
    JavaScript
  • -
    security
    A
    license
    -
    quality
    An implementation of the Model Context Protocol for the Opik platform that provides a unified interface for accessing Opik's capabilities, supporting multiple transport mechanisms for flexible integration with IDEs and other environments.
    9
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    An MCP server that enables Claude and other agents to interact with Gentoro bridges, providing access to various tools and capabilities that can be controlled through the Gentoro platform.
    61
    2
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A comprehensive toolkit for building AI agents with blockchain capabilities, enabling interactions with multiple blockchain networks for tasks like wallet management, fund transfers, smart contract interactions, and cross-chain asset bridging.
    TypeScript
    GPL 3.0
    • Linux
    • Apple
  • A
    security
    F
    license
    A
    quality
    Model Context Protocol (MCP) server that integrates Redash with AI assistants like Claude, allowing them to query data, manage visualizations, and interact with dashboards through natural language.
    10
    0
    9
    JavaScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    A starter template for building Model Context Protocol servers that can be integrated with Cursor or Claude Desktop, allowing developers to create custom tools and extensions for AI assistants.
    1
    12
    9
    TypeScript
  • A
    security
    F
    license
    A
    quality
    This TypeScript-based MCP server implements a simple notes system, allowing the creation, listing, and summarization of text notes using MCP concepts with note:// URIs and metadata.
    1
    JavaScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    The Modes MCP Server allows for comprehensive management and control over custom operational modes, supporting full CRUD operations, schema validation, and real-time configuration changes for enhanced mode management.
    6
    12
  • A
    security
    F
    license
    A
    quality
    A template for creating Model Context Protocol (MCP) servers in TypeScript, offering features like container-based dependency injection, a service-based architecture, and integration with the LLM CLI for architectural design feedback through natural language.
    1
    5
    TypeScript
  • A
    security
    F
    license
    A
    quality
    A Node.js implementation that enables Claude to interact with Perplexity AI's language models through Anthropic's Model Context Protocol, providing tools for advanced chat completions and quick queries.
    2
    6
    TypeScript
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A server providing tools to read, write, and edit Microsoft Word (docx) files through the Model Context Protocol, allowing operations like complete document reading, content creation, targeted paragraph editing, and text insertion.
    4
    2
    Python
  • A
    security
    F
    license
    A
    quality
    Controls Chrome browser with debugging capabilities, allowing page automation, extension management, and userscript injection through the Model Context Protocol.
    13
    13
    JavaScript
    • Linux
    • Apple
  • A
    security
    F
    license
    A
    quality
    A simple MCP server that enables users to send emails using Resend's API, integrating with tools like Cursor and Claude Desktop for seamless email composition and delivery.
    1
    12
    257
    TypeScript
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
    501
    4
    TypeScript
    Apache 2.0
    • Linux
    • Apple
  • A
    security
    F
    license
    A
    quality
    A server that helps discover and analyze websites implementing the llms.txt standard, allowing users to check if websites have llms.txt files and list known compliant websites.
    2
    8
    6
    JavaScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    Enables seamless interaction with Figma via the Model Context Protocol, allowing LLM applications to access, manipulate, and track Figma files, components, and variables.
    2
    87
    TypeScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    A CLI command execution server that enables running shell commands with structured output, providing detailed execution results including stdout, stderr, exit code, and execution duration.
    2
    16
    TypeScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    Enables natural language interaction with Jira for managing projects, issues, tasks, and workflows through the Model Context Protocol, allowing users to delegate PM tasks through Claude Desktop.
    9
    30
    JavaScript
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    Enables managing Jenkins operations like listing jobs, triggering builds, and checking build statuses through a configurable MCP server.
    3
    6
    Python
  • -
    security
    A
    license
    -
    quality
    A Python-based MCP server that allows Claude and other LLMs to execute arbitrary Python code directly through your desktop Claude app, enabling data scientists to connect LLMs to APIs and executable code.
    18
    MIT License
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    Generates comprehensive and formatted release notes from GitHub repositories, efficiently organizing commits by type and including detailed statistics using smart API usage.
    3
    2
    TypeScript
  • A
    security
    F
    license
    A
    quality
    Enables users to interact with GitHub's Projects v2 API through natural language for Agile project management, supporting repository details, issue tracking, and project board management operations.
    31
    TypeScript
  • A
    security
    F
    license
    A
    quality
    Enables interaction with the Metal Framework by providing documentation search and code generation capabilities using natural language queries.
    2
    2
    TypeScript
  • A
    security
    F
    license
    A
    quality
    Provides a secure, isolated JavaScript execution environment with configurable time and memory limits for safely running code from Claude.
    1
    5
    JavaScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that allows secure execution of pre-approved commands, enabling AI assistants to safely interact with the user's system.
    1
    3
    18
    JavaScript
  • A
    security
    F
    license
    A
    quality
    An MCP server that executes tox commands to run Python tests within a project using pytest, allowing users to run all tests or specific test groups, files, cases, or directories.
    1
    4
    JavaScript
  • -
    security
    A
    license
    -
    quality
    A server that enables communication between Claude AI and JetBrains IDEs, allowing Claude to interact with your development environment.
    1,585
    253
    JavaScript
    Apache 2.0
    • Apple
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that automatically generates structured release notes from Git repository tags, analyzing differences between tags and saving formatted Markdown output to the .iris directory.
    1
    0
    JavaScript
  • A
    security
    F
    license
    A
    quality
    This server enables users to store, manage, and summarize notes using a custom URI scheme, with functionality to add new notes and generate summaries with varying levels of detail.
    3
    Python
    • Apple
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables AI models to interact with GitHub's API, allowing for repository creation and management with descriptions, topics, and website URLs through natural language commands.
    1
    JavaScript
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that converts PDF documents into PNG images through a simple MCP tool call.
    1
    2
    Python
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides tools to analyze and optimize WebGL games, offering performance insights, memory usage analysis, and template-specific optimization suggestions.
    2
    1
    JavaScript
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides expert guidance for Dojo and Cairo development on Starknet, offering specialized knowledge and assistance for building onchain worlds using the Dojo Entity Component System framework.
    0
    3
    TypeScript
    MIT License
  • A
    security
    F
    license
    A
    quality
    Facilitates secure and type-safe interactions with both v1 and v2 of the Glide API, allowing users to manage app data and perform CRUD operations on tables via a Model Context Protocol interface.
    6
    5
    JavaScript
  • A
    security
    F
    license
    A
    quality
    Provides a standardized way to integrate Perplexity AI's features like chat, search, and documentation access into MCP-based systems.
    5
    JavaScript
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol implementation that provides a standardized interface for task management, supporting both STDIO mode for CLI/AI applications and HTTP+SSE mode for browser-based clients.
    4
    1
    JavaScript
  • A
    security
    F
    license
    A
    quality
    A server that enables Claude Desktop users to access the Claude API directly, allowing them to bypass Professional Plan limitations and use advanced features like custom system prompts and conversation management.
    1
    4
    Python
    • Apple
  • A
    security
    F
    license
    A
    quality
    Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. This is especially useful for developing desktop applications that require complex user interactions to test.
    1
    7
    Python
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables AI agents and assistants like Goose or Claude to interact with VS Code through the Model Context Protocol.
    14
    TypeScript
    Apache 2.0
    • Apple
  • A
    security
    F
    license
    A
    quality
    Enables interaction with a running Clojure nREPL instance for evaluating Clojure code, inspecting namespaces, and retrieving connection statuses, compatible with MCP clients like Claude Desktop and CLine in VSCode.
    3
    9
    13
    JavaScript
  • A
    security
    F
    license
    A
    quality
    Maintains consistent LLM interaction styles across conversations by storing emoji-based context keys (emojikeys) that can be used across different devices and applications.
    4
    1
    2
    TypeScript
    • Apple
  • JetBrains
    mcp-jetbrainsofficial

    -
    security
    A
    license
    -
    quality
    The server proxies requests from client to JetBrains IDE.
    1,585
    253
    JavaScript
    Apache 2.0
    • Apple
  • A
    security
    F
    license
    A
    quality
    A TypeScript-based MCP server designed for experimentation and integration with Calude Desktop and Cursor IDE, offering a modular playground for extending server capabilities.
    2
    2,657
    4
    JavaScript
  • Hideofficial

    -
    security
    A
    license
    -
    quality
    A MCP server for Hide – headless IDE for coding agents.
    6
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Transform your Make scenarios into callable tools for AI assistants. Leverage your existing automation workflows while enabling AI systems to trigger and interact with them seamlessly.
    244
    22
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Enables read and write interactions with 60+ blockchain networks through Claude Desktop, providing a standardized multi-chain API for transaction management, account insights, staking, and token interactions.
    TypeScript
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    Facilitates AI session handoffs and next steps tracking through project-based organization, supporting task prioritization and seamless workflow management.
    8
    6
    JavaScript
  • -
    security
    A
    license
    -
    quality
    An MCP server that provides tools to load and fetch documentation from any llms.txt source, giving users full control over context retrieval for LLMs in IDE agents and applications.
    67
    Python
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    MCP Server for the GitHub API, providing features for file operations, repository management, and advanced search, with automatic branch creation and comprehensive error handling.
    18
    4
    1
    TypeScript
  • A
    security
    F
    license
    A
    quality
    A TypeScript-based MCP server for handling a simple notes system with NextJS that supports creating and summarizing text notes using MCP concepts.
    4
    3
    JavaScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    Enables interaction with Paperless-NGX API servers, supporting document management, tagging, and metadata operations through a natural language interface.
    17
    6
    19
    JavaScript
  • A
    security
    F
    license
    A
    quality
    This server implements the Model Context Protocol to facilitate meaningful interaction and understanding development between humans and AI through structured tools and progressive interaction patterns.
    13
    13
    TypeScript
    MIT License
  • A
    security
    F
    license
    A
    quality
    Enables AI assistants to interact with Figma files through the ModelContextProtocol, allowing viewing, commenting, and analyzing Figma designs directly in chat interfaces.
    5
    896
    98
    TypeScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    A TypeScript-based server that enables interaction with Jira, providing tools to execute JQL queries, manage tickets, list projects and statuses through natural language.
    11
    8
    JavaScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    A bridge that enables seamless integration of Ollama's local LLM capabilities into MCP-powered applications, allowing users to manage and run AI models locally with full API coverage.
    10
    28
    JavaScript
    • Apple
  • A
    security
    F
    license
    A
    quality
    An MCP protocol server that provides access to supOS open APIs, allowing MCP-compatible clients to query topic tree structures and details.
    2
    669
    1
    JavaScript
    • Apple
  • -
    security
    A
    license
    -
    quality
    An MCP server implementation that enables seamless integration between Beamlit CLI and AI models using the Model Context Protocol standard.
    0
    TypeScript
    MIT License
  • A
    security
    F
    license
    A
    quality
    Enables querying Supabase databases and generating TypeScript types through the Model Context Protocol interface, supporting features like schema selection, column filtering, and pagination.
    2
    8
    JavaScript
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A powerful Model Context Protocol (MCP) server enabling seamless Vercel project management, including deployments, domains, environment variables, and team configurations through Cursor's Composer or Codeium's Cascade.
    56
    17
    TypeScript
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A package that connects Claude Desktop and other MCP clients to Cloudflare Workers, enabling custom functionality to be accessed via natural language through the Model Context Protocol.
    601
    375
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    Provides onchain tools for Claude AI to interact with the Base blockchain and Coinbase API, enabling wallet management, fund transfers, and smart contract deployment.
    285
    135
    TypeScript
    MIT License
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides access to Figma API functionality, allowing AI assistants like Claude to interact with Figma files, comments, components, and team resources.
    18
    34
    1
  • A
    security
    F
    license
    A
    quality
    A bridge server that connects MCP clients (like Claude Desktop) to Google Apps Script, allowing execution of GAS scripts through natural language interfaces.
    1
    1
    JavaScript
  • A
    security
    F
    license
    A
    quality
    Enables interaction with Linear resources through an MCP interface, offering functionality for issue management and resource retrieval with rate limiting and error handling support.
    3
    296
    1
    JavaScript
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that connects AI assistants to Bloom Growth's GraphQL API, enabling them to query data and execute operations against the Bloom Growth platform.
    4
    Python
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables integration with JIRA, allowing users to interact with JIRA tasks and issues through Claude AI assistant.
    3
    2
    Python
    • Apple
  • A
    security
    F
    license
    A
    quality
    Provides integration with Jira's REST API, allowing AI assistants to manage Jira issues programmatically.
    6
    6
    JavaScript
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables AI models to publish and consume messages from Apache Kafka topics through a standardized interface, making it easy to integrate Kafka messaging with LLM and agent applications.
    6
    Python
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    MCP Server provides a simpler API to interact with the Model Context Protocol by allowing users to define custom tools and services to streamline workflows and processes.
    13
    2
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server that allows AI coding agents to directly access and interact with Figma files and prototypes.
    41
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides Claude and other LLMs with read-only access to Hugging Face Hub APIs, enabling interaction with models, datasets, spaces, papers, and collections through natural language.
    4
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server that allows AI assistants to browse and read files from specified GitHub repositories, providing access to repository contents via the Model Context Protocol.
    3
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    This server is a server that installs other MCP servers for you. Install it, and you can ask Claude to install MCP servers hosted in npm or PyPi for you. Requires npx and uv to be installed for node and Python servers respectively.
    2
    4,895
    624
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    MCP-RoCQ integrates with the Coq proof assistant to enable automated dependent type checking, inductive type definitions, and property proving through XML protocol communication.
    2
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that allows Claude to interact with Linear's API for managing teams, issues, projects, and cycles.
    9
    1
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Server-Sent Events implementation using FastAPI framework that integrates Model Context Protocol (MCP), allowing AI models to access external tools and data sources like weather information.
    9
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Connects Reaper projects to an MCP client like Claude Desktop, allowing users to ask questions and retrieve parsed information about the projects using natural language.
    11
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A FreeCAD addon that implements the Model Context Protocol (MCP) to enable communication between FreeCAD and Claude AI through Claude Desktop.
    17
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    FastMCP is a comprehensive MCP server allowing secure and standardized data and functionality exposure to LLM applications, offering resources, tools, and prompt management for efficient LLM interactions.
    3
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A proxy server that converts Model Context Protocol (MCP) messages to Simple Language Open Protocol (SLOP) messages, allowing MCP clients like Claude Desktop to interact with SLOP-compatible servers.
    2
    10
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Provides a complete set of Figma API methods through the Model Context Protocol, allowing interaction with Figma files, components, styles, and other Figma resources.
    86
    2
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol tool for analyzing code repositories, performing security scans, and assessing code quality across multiple programming languages.
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol implementation that enables AI-powered access to documentation resources, featuring URI-based navigation, template matching, and structured documentation management.
    3
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
    6
    48
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    MCP Server simplifies the implementation of the Model Context Protocol by providing a user-friendly API to create custom tools and manage server workflows efficiently.
    4
    3
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server implementation that provides tools for creating and managing Letta agents, memory blocks, and tools to enable sophisticated interactions with the Letta API.
    5
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A bridge enabling seamless communication between Unity and Large Language Models via the Model Context Protocol, allowing developers to automate workflows, manipulate assets, and control the Unity Editor programmatically.
    824
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server for managing project documentation and context across Claude AI sessions through global and branch-specific memory banks, enabling consistent knowledge management with structured JSON document storage.
    229
    6
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A secure server that enables AI applications to execute shell commands in specified directories, supporting multiple shell types (bash, sh, cmd, powershell) with built-in security features like directory isolation and timeout control.
    9
    Python
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine to help tackle complex multi-step reasoning tasks.
    31
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables Claude and other LLMs to perform database operations and invoke Edge Functions within Supabase through natural language.
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
    12
    2
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Integration that connects Sketchup to Claude AI through the Model Context Protocol, allowing Claude to directly interact with and control Sketchup for prompt-assisted 3D modeling, scene creation, and manipulation.
    1
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    An MCP (Model Context Protocol) server that integrates with the ArgoCD API, enabling AI assistants and large language models to manage ArgoCD applications and resources through natural language interactions.
    3
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A bridge that allows websites to share tools, resources, and prompts with client-side LLMs without requiring API keys, enabling websites to function as MCP servers.
    118
    34
    JavaScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
    17
    23
    TypeScript
    MIT License
  • -
    security
    A
    license
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    quality
    A Model Context Protocol server that enables Large Language Models to search and access IETF RFC documents with pagination support.
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A secure MCP server enabling read-only access and file search capabilities within a specified directory, while respecting .gitignore patterns.
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    The Box MCP Server facilitates searching and reading PDF and Word files in Box using Developer Token authentication.
    6
    2
    JavaScript
    BSD 3-Clause
  • -
    security
    A
    license
    -
    quality
    The ultimate Gemini API interface for MCP hosts, intelligently selecting models for the task at hand—delivering optimal performance, minimal token cost, and seamless integration.
    3
    TypeScript
    MIT License
  • -
    security
    A
    license
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    quality
    Provides comprehensive tools for managing GitHub projects, milestones, tasks, and sprints. This server integrates deeply with GitHub Projects V2, offering features like automated kanban workflows, sprint planning, and custom field management.
    10
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.
    2
    Python
    Apache 2.0
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    An MCP server for managing and activating persona templates and components by writing to .clinerules files, supporting version tracking and file-based storage.
    19
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server implementation that integrates with Odoo ERP systems, enabling AI assistants to interact with Odoo data and functionality through the Model Context Protocol.
    14
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides seamless interaction with Workato's API through custom AI tools, enabling management of recipes, connections, connectors, folders, and activity logs.
    TypeScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A server implementation that exposes grep functionality through the Model Context Protocol, allowing MCP-compatible clients to search for patterns in files using regular expressions.
    1
    Python
    GPL 3.0
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server implementation that allows AI models to interact with and manage Spinnaker deployments, pipelines, and applications through a standardized interface.
    14
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    An AI-powered assistant that connects to video encoding workflows, analyzing errors and providing human-friendly solutions to encoding issues.
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A lightweight MCP server allowing agents to interact with the WorkOS API for streamlined WorkOS operations through natural language commands.
    3
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Provides code manipulation, execution, and version control capabilities. It allows AI assistants to read, write, and execute code while maintaining a history of changes.
    8
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    The MCP Server for Weaviate facilitates integration with Weaviate using a customizable Python-based server, enabling interaction with Weaviate databases and OpenAI APIs via configurable URL and API keys.
    44
    Python
    GPL 3.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    A beginner-friendly MCP-inspired JSON-RPC server built with Node.js, offering basic client-server interaction through an 'initialize' capabilities handshake and an 'echo' function.
    3
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A powerful and flexible Kubernetes MCP server implementation with support for OpenShift.
    30
    Go
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Acts as a bridge between Claude's desktop application and the Cursor editor, enabling seamless AI-powered automation and multi-instance management across platforms with standardized communication and secure token-based authentication.
    21
    46
    TypeScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A VS Code extension provides a MCP server that exposes Roslyn language features. It enables tools like find usages, go to definition, quick info, etc.
    27
    TypeScript
    AGPL 3.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    An MCP-compatible server that allows AI agents to create, update, and manage short links through your Dub.co account.
    7
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Interact with Render (https://render.com) and easily deploy your services
    119
    2
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides code analysis capabilities using tree-sitter, designed to give Claude intelligent access to codebases with appropriate context management.
    1
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    An MCP server that allows managing Docker containers through natural language, enabling users to compose, introspect, and debug containers without running commands themselves.
    163
    Python
    GPL 3.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    Facilitates high-performance multi-client processing, enabling scalable task execution and integration of advanced agents for automation in real-world applications.
    16
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Provides IMAP and SMTP capabilities, enabling developers to manage email services with seamless integration and automated workflows.
    11
    Python
    BSD 3-Clause
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.
    2
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling capabilities like image generation, vision tasks, text-to-speech, and chat with AI models.
    540
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables seamless integration with any LLM client supporting MCP for creating and optimizing technical content and product positioning using Open Strategy Partners' methodologies.
    60
    Python
    CC BY-SA 4.0
    • Apple
  • -
    security
    F
    license
    -
    quality
    Provides a set of tools to interact with Tecton clusters, manage feature stores, and execute Tecton CLI commands through the Mission Control Protocol.
  • -
    security
    F
    license
    -
    quality
    Enables interaction with Curri's API by managing text notes, offering tools for note creation, and generating summaries using structured prompts.
    JavaScript
    • Apple
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    security
    A
    license
    -
    quality
    A local MCP server that exposes Bazel build system functionality to AI agents, allowing them to build, test, query, and manage Bazel projects through natural language even in environments where Bazel can't be directly accessed.
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    An MCP server that enables fetching web content using the Node.js undici library, supporting various HTTP methods, content formats, and request configurations.
    66
    8
    TypeScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Enables seamless reading, writing, and analyzing of Excel files through Model Context Protocol, with features for worksheet management, structure analysis, and automated caching.
    106
    3
    TypeScript
    MIT License
    • Linux
    • Apple
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    security
    A
    license
    -
    quality
    Enables seamless integration between Ollama's local LLM models and MCP-compatible applications, supporting model management and chat interactions.
    50
    13
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    godoc-mcp is a Model Context Protocol (MCP) server that provides efficient access to Go documentation. It helps LLMs understand Go projects by providing direct access to package documentation without needing to read entire source files.
    24
    Go
    MIT License
  • -
    security
    F
    license
    -
    quality
    An MCP server that wraps the Riza Code Interpreter API and presents endpoints as individual tools.
    6
    JavaScript
  • -
    security
    A
    license
    -
    quality
    A powerful tool for exploring, searching, and managing your shell command history through the MCP (Model Control Protocol) interface. This project allows you to easily access, search, and retrieve your previously executed shell commands.
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Facilitates access and management of Langfuse prompts through the Model Context Protocol, enabling prompt discovery, retrieval, and integration within clients like Claude Desktop and Cursor.
    28
    TypeScript
    MIT License
  • -
    security
    F
    license
    -
    quality
    This MCP server implementation allows users to manage and expose actions as tools from their Integration App workspace through the Model Context Protocol.
    7
    12
    JavaScript
  • -
    security
    A
    license
    -
    quality
    Provides functionality to search YouTube videos and automatically save the results to Google Sheets.
    1
    9
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A lightweight bridge that wraps OpenAI's built-in tools (like web search and code interpreter) as Model Context Protocol servers, enabling their use with Claude and other MCP-compatible models.
    8
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A read-only MCP server for Kubernetes that allows querying cluster information and diagnosing issues through natural language interfaces like Claude.
    1
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Figma MCP with full API functionality
    86
    2
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A framework that enables websites to share tools, resources, and prompts with client-side LLMs without requiring API keys, allowing users to interact with web services using their preferred models.
    118
    34
    JavaScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Shell and file edit capabilities tightly coupled to provide a powerful coding experience. You can work with different modes: architect and code-writer for separate plan and implementation phase. You can get it to invoke any cli command, e.g., compiling, type checking, linting, github cli, python
    342
    Python
    Apache 2.0
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.
    2
    Python
    MIT License
    • Linux
  • -
    security
    F
    license
    -
    quality
    An MCP server that integrates with mem0.ai to help users store, retrieve, and search coding preferences for more consistent programming practices.
    26
    Python
  • -
    security
    A
    license
    -
    quality
    A tool that captures browser console logs and makes them available in Cursor IDE through the Model Context Protocol (MCP).
    5
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    MCP Server for the Notion API, enabling Claude to interact with Notion workspaces.
    265
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Python implementation of an MCP server that provides JIRA integration tools, allowing AI applications like Claude Desktop to interact with JIRA through a communication protocol designed to keep data secure and local.
    2
    Python
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Facilitates multi-client processing for high-performance operations within the DigitalFate framework, enabling advanced automation through task orchestration and agent integration.
    16
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Enables management of Payload CMS projects through natural language commands, allowing developers to create, configure, and deploy content models with conversational AI.
    82
    17
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server providing utility tools for development and testing, offering functionalities like personalized greetings, random card drawing, and datetime formatting with an extensible architecture.
    18
    JavaScript
    MIT License
  • VeyraXofficial

    -
    security
    F
    license
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    quality
    Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
    9
    TypeScript
  • -
    security
    A
    license
    -
    quality
    A zero-configuration tool that automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, allowing LLM systems like Claude to interact with your API without additional coding.
    194
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Facilitates integration with Claude Desktop to run AI agents and execute purchased actions without code, leveraging the Model Context Protocol framework.
    1
    TypeScript
    GPL 3.0
  • -
    security
    A
    license
    -
    quality
    Provides an interface to access and manage JIRA data through the Model Context Protocol, offering features like relationship tracking, data cleaning, and contextual insights for AI applications.
    124
    8
    TypeScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Facilitates running Python code in a sandbox and generating images using the FLUX model via an MCP server compatible with clients like Goose and the Claude Desktop App.
    2
    16
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A server that enables interaction with any API that has a Swagger/OpenAPI specification through Model Context Protocol (MCP), automatically generating tools from API endpoints and supporting multiple authentication methods.
    11
    TypeScript
    Apache 2.0
  • -
    security
    F
    license
    -
    quality
    Enables interaction with Notion through the Notion API by exposing it as tools for LLMs, allowing operations like reading, creating, updating, and deleting Notion pages seamlessly via natural language.
    41
    17
    TypeScript
  • -
    security
    A
    license
    -
    quality
    An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE directly query and explore Microsoft SQL Server databases. No coding experience required!
    4
    JavaScript
    GPL 3.0
    • Apple
  • -
    security
    F
    license
    -
    quality
    DBCode is a Visual Studio Code extension that allows you to manage many databases, including PostgreSQL, MySQL, SQL Server, DuckDB, Redis, MongoDB, and more. DBCode offers the option to run an MCP server, providing access to those databases, their schemas, and the ability to execute queries.
    0
    71
  • -
    security
    A
    license
    -
    quality
    This repository is a FreeCAD MCP that allows you to control FreeCAD from Claude Desktop.
    15
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A server that integrates Flux's advanced image generation and manipulation features into AI coding assistants, enabling seamless text-to-image and image control workflows in IDEs like Cursor and Windsurf.
    4
    10
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A powerful research assistant that integrates with Cline and Claude Desktop to leverage Perplexity AI for intelligent search, documentation retrieval, API discovery, and code modernization assistance while coding.
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Allows the model to understand the codebase of the project thoroughly by static semantic code analysis. Very powerful tool! Tested on Claude Desktop so waiting for the improvements applied for other clients
    4
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
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    quality
    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.
    4
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server that allows AI assistants to access, view, run, and manage Hex projects through a standardized interface.
    Python
    AGPL 3.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    DButils is an all-in-one MCP service that enables your AI to do data analysis by accessing versatile types of database (sqlite, mysql, postgres, and more) within a unified connection configuration in a safe way.
    16
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants like Claude to interact with Jira, allowing for project management tasks such as listing projects, searching issues, creating tickets, and managing sprints through natural language queries.
    9
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Connects Claude Desktop directly to databases, allowing it to explore database structures, write SQL queries, analyze datasets, and create reports through an API layer with tools for table exploration and query execution.
    79
    Python
    Mozilla Public License 2.0
  • -
    security
    A
    license
    -
    quality
    A Model Control Protocol server implementation that allows Claude Desktop to use Deepseek models running in Docker, enabling seamless integration between Claude Desktop and Deepseek's language models.
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A proxy server that enables AI assistants to run and interact with command-line applications like Expo through the Model Context Protocol (MCP), capturing logs and allowing keypress forwarding.
    12
    6
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A collection of Model Context Protocol servers that enable Claude Desktop to provide development assistance capabilities with filesystem, Git, shell command, and web search functionality without incurring API usage costs.
    14
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI agents to retrieve and understand entire codebases at once, providing tools to analyze local workspaces or remote GitHub repositories.
    7
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that enables team collaboration by providing authenticated access via Google Cloud IAM, allowing teams to share custom MCP servers over the internet before official MCP authentication is implemented.
    10
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that enables creation and management of Framer plugins with web3 capabilities like wallet connections, contract interactions, and NFT displays.
    5
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol compliant server that integrates Semgrep static analysis tool with AI assistants like Anthropic Claude, enabling advanced code analysis, security vulnerability detection, and code quality improvements through a conversational interface.
    4
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Enables LLMs to interact with JIRA through standardized tools, providing capabilities for searching issues using JQL and retrieving detailed issue information.
    124
    17
    JavaScript
    MIT License
    • Apple
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    security
    A
    license
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    quality
    🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️
    112
    Rust
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    quality
    A server that connects AI coding assistants like Cursor and Cline to Apifox API definitions, allowing developers to implement API interfaces through natural language commands.
    313
    2
    TypeScript
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that connects Claude and other MCP clients to Aider, enabling AI assistants to efficiently edit files, create new files, and interact with git repositories through natural language.
    9
    Python
    The Unlicense
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Implements a Model Context Protocol (MCP) server powered by Flux API from Cephalon Cloud, enabling users to utilize advanced AI capabilities through standardized communication.
    29
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Enables secure remote execution of Rails console commands over SSH for read-only operations, mutation planning, and executing approved changes in a deployed Rails environment.
    3
    7
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.
    28
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server for Cursor IDE that simplifies the installation and configuration of other MCP servers.
    80
    4
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A server for the Machine Chat Protocol (MCP) that provides a YAML-based configuration system for LLM applications, allowing users to define resources, tools, and prompts without writing code.
    5
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A FastMCP server implementation that provides a standardized interface for accessing AI models hosted on Replicate's API, currently supporting image generation with customizable parameters.
    2
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Cursor-compatible toolkit that provides intelligent coding assistance through custom AI tools for code architecture planning, screenshot analysis, code review, and file reading capabilities.
    2,657
    2
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    This server implements the Model Context Protocol (MCP) to handle asynchronous tasks with real-time status tracking, robust error handling, and automatic resource management.
    2
    1
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A lightweight bridge extension that enables Claude Desktop to connect to VSCode workspaces via Model Context Protocol, allowing Claude to read and write files, create directories, and list contents in your workspace.
    4
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Provides Unix command documentation directly within Claude conversations, allowing users to retrieve help pages, man pages, and usage information without leaving the chat interface.
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    An MCP server that assists with the orchestration of new software projects by applying standardized templates and best practices in design patterns and software architecture.
    3
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    An unofficial JavaScript SDK to create customized servers for the Model Context Protocol, allowing definition of prompts, resources, and tools for tailored interactions.
    6
    2
    JavaScript
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A lightweight, modular API service that provides useful tools like weather, date/time, calculator, search, email, and task management through a RESTful interface, designed for integration with AI agents and automated workflows.
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server that wraps the docs2prompt library, enabling users to convert documentation from GitHub repositories or websites into LLM-friendly prompts through any MCP client.
    Python
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    The Claude Dev Server enables direct interaction with the file system within a specified workspace, allowing users to perform file and directory operations and implement code artifacts in software development using natural language commands.
    2
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A NestJS module that allows services to be exposed as an MCP server with Server-Sent Events transport, facilitating tool discovery and execution by clients.
    106
    24
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server implementation that standardizes how AI applications access tools and context, providing a central hub that manages tool discovery, execution, and context management with a simplified configuration system.
    9
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server that enables Large Language Models to retrieve, analyze, and query metric data from Prometheus databases through pre-defined routes.
    18
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables automated web accessibility scans for WCAG compliance using Playwright and Axe-core, providing visual and JSON reports with remediation guidance.
    3
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    An AI-powered development toolkit for Cursor providing intelligent coding assistance through advanced reasoning, UI screenshot analysis, and code review tools.
    2,657
    240
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A server that helps AI models better understand Vite/Nuxt applications, providing enhanced context awareness for development support.
    277
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Enables the creation and deployment of API-based MCP tools for Cursor Agent using Cloudflare Workers, streamlining development and integration of custom functionalities.
    71
    25
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Fork of @cyanheads toolkit MCP server. Added encoding functions, removed system network functions.
    6
    2
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A simple MCP Server with shell execution capabilities that can be run locally with Ngrok tunneling or hosted in an Ubuntu 24 Docker container.
    1
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    MCP server to provide Jira Tickets information to AI coding agents like Cursor
    124
    4
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A TypeScript-based MCP server that provides two tools for chatting with Mistral AI models, supporting both text-only conversations and image+text inputs.
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Cloudflare Worker that analyzes and explains code by generating architecture diagrams, identifying core functionality, and breaking down components across multiple programming languages.
    2
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server optimized for integrating Supabase with the Windsurf Editor, providing database interactions through natural language with enhanced error handling and response formatting.
    2
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that integrates with Linear's issue tracking system, allowing LLMs to create, update, search, and comment on Linear issues through natural language interactions.
    296
    173
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    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.
    41
    22
    Python
    MIT License
    • Linux
  • -
    security
    A
    license
    -
    quality
    A framework to use with AI to easily create a server for any service. Just drop the API Documentation in it and ask to create the MCP.
    4
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Facilitates isolated code execution within Docker containers, enabling secure multi-language script execution and integration with language models like Claude via the Model Context Protocol.
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    An MCP server that implements Claude Code-like functionality, allowing the AI to analyze codebases, modify files, execute commands, and manage projects through direct file system interactions.
    18
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.
    29
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Provides Trivy security scanning capabilities through a standardized interface, allowing users to scan projects for vulnerabilities and automatically fix them by updating dependencies.
    2
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables integration of Semgrep in development environments via the MCP protocol, supporting static code analysis, rule management, and scan result operations.
    1
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Cloudflare Worker that analyzes source code to provide comprehensive explanations including architecture diagrams, core functionality analysis, and component breakdowns across multiple programming languages.
    2
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    Provides Excel file manipulation capabilities. This server enables workbook creation, data manipulation, formatting, and advanced Excel features.
    44
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    AI-powered assistant that connects Claude to video encoding workflows, translating cryptic errors into plain English and providing actionable solutions for troubleshooting encoding jobs.
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP protocol via tool or predefined prompts. Vendor API key required. Both STDIO and SSE transport mechanisms are supported via arguments.
    1
    6
    9
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server for IDA interaction and automation. This server provides tools to read IDA database via Large Language Models.
    12
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Facilitates high-performance multi-client processing by integrating advanced automation tasks with V2 agents and ensuring seamless execution of LLM calls and human-like computer interactions.
    16
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enhances AI-generated code quality through comprehensive analysis across 10 critical dimensions, helping identify issues before they become problems.
    3
    Python
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables AI applications to manage JIRA issues, workflows, and tasks through a standardized MCP interface, facilitating real-time updates and seamless interaction with JIRA's API.
    6
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    An enhanced MCP server that allows AI assistants to execute terminal commands on a user's system with security controls and validation.
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server that provides access to Mathematica documentation through FastMCP, enabling users to retrieve function documentation and list package symbols from Wolfram Mathematica.
    2
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that lets you seamlessly use OpenAI's models right from Claude.
    1
    24
    28
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server that provides standardized development rules and context for Business Central projects, optimized for use with Cursor editor.
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    MCP Server for the Gentoro services, enabling Claude to interact with Gentoro, which allows users to create and integrate tools into a common Bridge, defining all available capabilities.
    61
    2
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A minimal server that provides Claude AI with secure file system access and sequential thinking capabilities, allowing Claude to navigate directories, read files, and break down complex problems into structured thinking steps.
    1
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.
    1
    7
    Python
    Apache 2.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
    1
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server that enables intelligent code analysis and debugging through Perplexity AI's API, providing detailed error analysis, solutions, and best practices for Python code.
    10
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    An MCP server that enables clients to extract LLM-friendly prompts from documentation in GitHub repositories or hosted websites.
    Python
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    Serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.
    4
    87
    52
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server to connect to the MIRO Whiteboard Application. Allows Board manipulation, sticky creation, bulk operations and more.
    6
    31
    20
    TypeScript
    Apache 2.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    A MCP server that integrates with Cursor IDE to generate images based on text descriptions using JiMeng AI, allowing users to create and save custom images directly within their development environment.
    67
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    The Metaplex MCP Server facilitates access to Metaplex documentation and repository details, enabling users to search and interact with various Metaplex resources through the MCP protocol.
    3
    1
    TypeScript
    The Unlicense
  • -
    security
    A
    license
    -
    quality
    A server that enables AI assistants to understand and interact with Unity projects in real-time, providing access to scene hierarchy, project settings, and the ability to execute code directly in the Unity Editor.
    13
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A TypeScript-based MCP server that provides tools for making precise line-based edits to text files within allowed directories.
    18
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    4
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables Cursor and Windsurf to safely interact with Supabase databases by providing tools for database management, SQL query execution, and Supabase Management API access with built-in safety controls.
    7
    Python
    Apache 2.0
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A server that connects to a Kubernetes cluster and enables management through natural language commands, supporting operations like listing resources, creating/deleting pods, and installing Helm charts.
    1,563
    170
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to interact with the Godot game engine, allowing them to launch the editor, run projects, capture debug output, and control project execution.
    62
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables creating, modifying, and validating infinite canvas data structures according to the JSON Canvas 1.0 specification.
    1
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A TypeScript implementation of a Model Context Protocol server that provides a frictionless framework for developers to build and deploy AI tools and prompts, focusing on developer experience with zero boilerplate and automatic tool registration.
    6
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides file system operations, analysis, and manipulation capabilities through a standardized tool interface.
    1
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Repomix MCP Server enables AI models to efficiently analyze codebases by packaging local or remote repositories into optimized single files, with intelligent compression via Tree-sitter to significantly reduce token usage while preserving code structure and essential signatures.
    12,878
    13,514
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides basic mathematical and statistical functions to LLMs, enabling them to perform accurate numerical calculations through a simple API.
    2
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI models to interact with the Solana blockchain, providing RPC methods, wallet management, DeFi trading capabilities, and Helius API integration for enhanced Solana development.
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Node.js implementation that enables browsing Git repositories through the Model Context Protocol, providing features like displaying directory structures, reading files, searching code, comparing branches, and viewing commit history.
    217
    JavaScript
    MIT License
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables users to kickoff and monitor deployed CrewAI workflows through Claude Desktop.
    1
    Python
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides access to Unity Catalog Functions, allowing AI assistants to list, get, create, and delete functions within Unity Catalog directly through a standardized interface.
    6
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A powerful server implementation that enables Claude AI to interact with React applications, allowing it to create new projects, run development servers, manage files, install packages, and execute terminal commands.
    3
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A tool that helps rank codebase files by importance (1-10 scale), track file dependencies, and provide summaries, all accessible through a simple JSON-based interface.
    Python
    GPL 3.0
    • Linux
  • -
    security
    A
    license
    -
    quality
    Gives AI-powered coding tools like Cursor access to Figma files, enabling them to accurately implement designs by fetching and simplifying Figma design data.
    10,638
    2,903
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    An MCP server that provides tools to fetch Python documentation using the Brave Search API.
    JavaScript
    Apache 2.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server that acts as a proxy for CLI commands, allowing AI assistants to run, monitor and interact with command-line applications like Expo through the Model Context Protocol.
    12
    6
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A multi-purpose MCP for coding with Claude Sonnet that enables reading/writing files with git integration, requiring explicit repository opt-in for safety.
    892
    Python
    Apache 2.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    The server facilitates access to Julia documentation and source code through Claude Desktop, allowing users to retrieve information on Julia packages, modules, types, functions, and methods.
    4
    0
    2
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server implementation that enables AI assistants to interact with ClickUp workspaces, supporting task management, team/list management, and board creation.
    5
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server that provides access to the tidymodels R ecosystem, enabling users to list packages, search functions, generate code templates, and search issues through AI assistants like Cline.bot and Claude Desktop.
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to interact with GraphQL APIs by providing schema introspection and query execution capabilities.
    119
    1
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that reads Excel files with automatic chunking and pagination support, helping handle large Excel files efficiently by breaking them into manageable chunks.
    11
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A monorepo containing Model Control Protocol (MCP) servers for different services, primarily focused on Bitte AI integrations.
    3,472
    4
    TypeScript
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI agents to interact with ClickUp workspaces, allowing task creation, management, and workspace organization through natural language commands.
    908
    MIT License
  • -
    security
    A
    license
    -
    quality
    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    66
    Go
    BSD 3-Clause
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A minimal server providing Claude AI with secure filesystem access tools and sequential thinking capabilities to break down complex problems into structured steps.
    1
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    An MCP server that allows using natural language to manage Cloudflare resources (Workers, KV, R2, D1) through Claude Desktop, VSCode, and other MCP clients.
    8
    5
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    Allows Claude to execute terminal commands on your computer and perform file system operations including surgical code editing with diff-based replacements.
    3,856
    TypeScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Facilitates integration with the Cursor code editor by enabling real-time code indexing, analysis, and bi-directional communication with Claude, supporting concurrent sessions and automatic reconnection.
    2
    21
    31
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    PDF to Markdown conversion tool
    1
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server enabling LLMs to interact with Ethereum networks, smart contracts, and wallets using Ethers.js v6.
    9
    2
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server that enables running Postman collections using Newman, allowing LLMs to execute API tests and get detailed results through a standardized interface.
    23
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender for AI-assisted 3D modeling, scene manipulation, and rendering.
    7,935
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    An open source implementation of the Claude built-in text editor tool versions: text\_editor\_20241022 (Claude 3.5 Sonnet) text\_editor\_20250124 (Claude 3.7 Sonnet)
    294
    4
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A comprehensive server that enables sophisticated interaction with PocketBase databases through the Model Context Protocol, supporting collection management, record operations, user management, and database operations.
    17
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    This advanced memory server facilitates neural memory-based sequence learning and prediction, enhancing code generation and understanding through state maintenance and manifold optimization as inspired by Google Research's framework.
    34
    40
    TypeScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Provides Zig language tooling including code optimization, compute unit estimation, code generation, and recommendations to enhance AI capabilities with Zig-specific functionality.
    6
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Provides quick access to local system utilities including time/date, hostname, public IP, directory listings, Node.js version, and port usage through an MCP server interface compatible with Cursor and other MCP clients.
    2
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides comprehensive tools for working with Netlify through their CLI, enabling deployment and management of sites, DNS settings, serverless functions, forms, environment variables, plugins, and webhooks.
    2
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Master Control Program server that allows developers to run Wordware AI flows locally, enabling integration of Wordware's AI capabilities directly into local development environments.
    574
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A comprehensive server that enables AI agents to interact with multiple EVM-compatible blockchain networks through a unified interface, supporting ENS resolution, token operations, and smart contract interactions.
    56
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    This server implementation allows AI assistants to interact with Asana's API, enabling users to manage tasks, projects, workspaces, and comments through natural language requests.
    65
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Your own research assistant utilizing Perplexity's Sonar Pro API to search, get documentation, find APIs, and check deprecated code while working with Cline.
    141
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A TypeScript-based Model Context Protocol server that helps create conventional commit messages from Git staged files and supports Gitflow workflow management.
    1
    TypeScript
    MIT License
  • -
    security
    F
    license
    -
    quality
    A TypeScript implementation of the MCP Agent framework, providing tools for building context-aware agents with advanced workflow management, logging, and execution capabilities.
    3
    TypeScript
  • -
    security
    A
    license
    -
    quality
    Enables type-safe, bidirectional communication with Model Context Protocol services, allowing centralized management of model contexts over HTTP.
    74
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Provides access to Prometheus metrics and queries through standardized Model Context Protocol interfaces, allowing AI assistants to execute PromQL queries and analyze metrics data.
    3
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A collection of Laravel helper tools for integration with Cursor IDE, providing features like log viewing, error searching, artisan command execution, and model information display directly within the editor.
    1
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Connects to Xcode's build system to extract, parse, and display errors and warnings from your Swift projects, helping AI assistants quickly identify code issues without manually searching through build logs.
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server for task orchestration and coordination, facilitating task management with dependencies, multi-instance collaboration, and persistent task tracking.
    7
    13
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Provides application insights for Vue apps by exposing component trees, state, routes, and Pinia data through a Model Context Protocol server.
    630
    237
    MIT License
  • -
    security
    A
    license
    -
    quality
    MCP-Logic is a server that provides AI systems with automated reasoning capabilities, enabling logical theorem proving and model verification using Prover9/Mace4 through a clean MCP interface.
    15
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A specialized server that provides backup and restoration capabilities for AI agents and code editing tools, creating instant targeted backups with context preservation.
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Provides standardized development rules and context for Business Central projects, optimized for Cursor editor users to maintain consistent coding standards across teams.
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP-compliant server that provides a standardized interface for LLMs to interact with multiple ITSM systems (ServiceNow, Jira, Zendesk, Ivanti, Cherwell) through a unified set of tools.
    JavaScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Connects Fledge functionality to Cursor AI, allowing interaction with Fledge instances via natural language commands.
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Integrates Claude AI with Jira to automate project management tasks through the MCP protocol, allowing for issue creation/management, sprint tracking, and project administration via standardized AI interactions.
    6
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables building and testing iOS workspace/projects directly from Visual Studio Code using extensions like Cline or Roo Code.
    7
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Provides intelligent text summarization capabilities for AI agents, helping prevent context window overflow by condensing command outputs, file contents, directory structures, and other text while maintaining important information.
    10
    19
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Enables Claude Desktop to interact with and view tmux session content, allowing AI assistants to read from, control, and observe terminal sessions.
    22
    3
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides access to Snowflake databases for any MCP-compatible client, allowing execution of SQL queries with automatic connection management.
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A modular server implementation for Claude AI assistants with integrated tools, enabling Claude to perform actions and access external resources like file systems, web searches, browser automation, financial data, and document generation.
    37
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that allows Claude Desktop to manage and execute tasks in a queue-based system, supporting planning, execution, and completion phases.
    322
    2
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides utility tools like greeting messages, random card drawing, and timezone-specific datetime information for development and testing purposes.
    18
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to interact with Plane.so, allowing them to manage projects and issues through Plane's API for streamlined project management workflows.
    3
    JavaScript
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    quality
    Leverage SettleMint's Model Context Protocol server to seamlessly interact with enterprise blockchain infrastructure. Build, deploy, and manage smart contracts through AI-powered assistants, streamlining your blockchain development workflow for maximum efficiency.
    1,585
    13
    TypeScript
  • -
    security
    A
    license
    -
    quality
    An MCP (Model Context Protocol) server that chains calls to other MCP tools, reducing token usage by allowing sequential tool execution with result passing
    109
    14
    JavaScript
    MIT License
  • -
    security
    F
    license
    -
    quality
    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.
    3,460
    Rust
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that integrates Claude with the Terraform Cloud API, allowing Claude to manage your Terraform infrastructure through natural conversation.
    5
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server implementation that provides Claude Desktop integration with Alibaba Cloud's Qwen Max language model, supporting extensive token context windows and configurable generation parameters.
    7
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Enables AI-powered applications to access and manipulate Airtable data directly from your IDE, supporting operations like querying, creating, updating, and deleting records through natural language commands.
    MIT License
  • -
    security
    A
    license
    -
    quality
    A streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient.
    3
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Full featured MCP Server for MongoDB database analysis.
    796
    18
    JavaScript
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    quality
    MCP Server that provides access to Raygun's API V3 endpoints for interacting with Crash Reporting and Real User Monitoring applications through the Model Context Protocol.
    14
    4
    TypeScript
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables Large Language Models to interact with ClickUp workspace tasks and data, allowing creation and retrieval of tasks through natural language.
    343
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Static code analysis tool that converts code into UML diagrams and flowcharts, helping users understand code structure through visualization.
    4
    JavaScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server that connects Unity with local large language models through Ollama, enabling developers to automate workflows, manipulate assets, and control the Unity Editor programmatically without relying on cloud-based LLMs.
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A VSCode extension that provides a Model Context Protocol server to expose VSCode's development tools and language features to AI coding assistants, enabling advanced code navigation, analysis, and manipulation capabilities.
    27
    TypeScript
    AGPL 3.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Provides pre-defined prompt templates for AI assistants to generate comprehensive plans for TypeScript projects, API architectures, and GitHub workflows.
    0
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A browser monitoring and interaction tool that enables AI applications to capture and analyze browser data through a Chrome extension, supporting functions like console monitoring, screenshots, DOM analysis, and website auditing.
    1
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server implementation that integrates with Backlog API, enabling project management operations including issues, projects, and wikis through natural language interactions.
    13
    1
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A reasoning implementation for Claude Desktop that enhances complex problem-solving by enabling both Beam Search and Monte Carlo Tree Search (MCTS) strategies with tracking of different reasoning paths.
    121
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that performs automated web accessibility audits using Playwright and Axe-core, providing detailed reports with WCAG compliance checking and visual highlighting of violations.
    3
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Server that allows interaction with Godspeed task application using API.
    254
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Connects PyMOL to Claude AI through the Model Context Protocol, allowing for conversational structural biology and molecular visualization through natural language commands.
    3
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables Claude Desktop to interact with Azure services, allowing users to query and manage Azure resources directly through natural language conversations.
    5
    4
    TypeScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A server tool for running Deep Learning models that offers Shell execution, Ngrok connectivity, and Docker container hosting with support for multiple AI frameworks including Anthropic, Gemini, and OpenAI.
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A proxy server that bridges AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools, enabling seamless interaction without custom integration code.
    5
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server implementation to query the NIST National Vulnerability Database (NVD) via its API.
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A powerful log bridging tool that synchronizes log information between Cocos Creator editor and Cursor AI, helping developers analyze and solve problems more effectively.
    121
    1
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Converts code into UML diagrams and flowcharts through static analysis, enabling visualization of code structure and explanation of functionality.
    4
    JavaScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server implementation of the Model Context Protocol (MCP) for managing development workflow with features like project management, task tracking, and QA review support.
    JavaScript
    AGPL 3.0
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server implementation that wraps Harvest's REST API, enabling seamless interaction with Harvest's time tracking, client, project, and reporting features through MCP clients.
    3
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    A server that converts Allure test reports into LLM-friendly formats, enabling AI models to better analyze test results and provide insights about test failures and potential fixes.
    1
    Python
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    An AI-powered automation platform providing modular tool development with hot-reloading capabilities, enterprise-grade integrations, and workflow orchestration for Claude Desktop.
    4
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables seamless execution of commands, Python code, web content fetching, and reusable task management with secure credentials handling.
    2
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    This tool creates a Model Context Protocol (MCP) server that acts as a proxy for any API that has an OpenAPI v3.1 specification. This allows you to use Claude Desktop to easily interact with both local and remote server APIs.
    371
    341
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A server application that enables AI models to interact with MySQL databases through Model Context Protocol, providing tools for database operations like querying, table creation, data visualization, and report generation.
    19
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) with Algorand blockchain, plus many useful prompts.
    330
    10
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to interact with Jenkins CI/CD servers, allowing them to check build statuses, trigger builds, and retrieve build logs.
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables secure command-line interactions on Windows systems, allowing MCP clients like Claude Desktop to safely execute commands in PowerShell, CMD, Git Bash, and remote systems via SSH.
    350
    80
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Unity Master Control Protocol implementation that allows AI agents to control and interact with Unity, enabling them to execute code, query editor state, modify GameObjects, and capture screenshots through a WebSocket-based communication system.
    5
    MIT License
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A monorepo containing Model Control Protocol servers for different services, currently featuring Bitte AI integrations, designed to facilitate model interaction through standardized protocols.
    3,472
    4
    TypeScript
  • -
    security
    A
    license
    -
    quality
    SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Lokka ia an MCP server for the Microsoft Graph API and can be used to query and update all resources in your Microsoft 365 tenant. This MCP server supports all Microsoft Graph APIs including update operations (limited by the permissions you grant to the app).
    22
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Profile server that enables Claude to interact with Todoist, allowing users to create, retrieve, update, and manage tasks through natural language commands.
    1
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    Manage incidents from your IDE. An MCP server allowing to pull out incidents and their associated metadata using Rootly API.
    51
    Python
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    Browse and manipulate project files directly Access real-time information about your Unity project Understand your scene hierarchy and game objects Execute C# code directly in the Unity Editor Monitor logs and errors Control the Editor's play mode
    13
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables Cursor to access Figma files through the Model Context Protocol, enhancing its ability to accurately interpret and utilize design data for code generation.
    5
    10,638
    2,903
    TypeScript
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server that enables LLM applications to interact directly with DaVinci Resolve video editing software, allowing AI-assisted capabilities like accessing timeline information and automating editing workflows.
    22
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Model Context Protocol (MCP) server for Atlassian Cloud products (Confluence and Jira). This integration is designed specifically for Atlassian Cloud instances and does not support Atlassian Server or Data Center deployments.
    18
    321
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Python-based MCP server that integrates OpenAPI-described REST APIs into MCP workflows, enabling dynamic exposure of API endpoints as MCP tools.
    2
    10
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    An MCP server that generates 2D and 3D game assets from text prompts using AI models from Hugging Face Spaces, allowing developers to easily create game art through Claude Desktop or other MCP clients.
    32
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    211
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A universal Model Context Protocol implementation that serves as a semantic layer between LLMs and 3D creative software, providing a standardized interface for interacting with various Digital Content Creation tools through a unified API.
    3
    TypeScript
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A comprehensive toolkit that enhances LLM capabilities through the Model Context Protocol, allowing LLMs to interact with external services including command-line operations, file management, Figma integration, and audio processing.
    8
    Python
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A secure, container-based implementation of the Model Context Protocol (MCP) that provides sandboxed environments for AI systems to safely execute code, run commands, access files, and perform web operations.
    4
    Python
    Apache 2.0
    • Linux
  • -
    security
    F
    license
    -
    quality
    A server that enables AI assistants to interact with Linear's project management tools through the Model Context Protocol, supporting features like searching, creating, and updating issues, adding comments, and retrieving user profiles and team information.
    TypeScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    An MCP server that provides access to Talent AI profiles and styling capabilities for dynamic UI component styling, connecting to PostgreSQL to serve detailed talent profiles with aesthetic characteristics and design attributes.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A server enabling programmatic control over Android devices through ADB, providing capabilities like screenshot capture, UI layout analysis, and package management that can be accessed by MCP clients like Claude Desktop.
    16
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables users to generate parametric 3D models from text descriptions or images using multi-view reconstruction and OpenSCAD, with support for AI image generation and remote processing.
    Python
  • -
    security
    F
    license
    -
    quality
    An MCP server that allows Claude to interact with local LLMs running in LM Studio, providing access to list models, generate text, and use chat completions through local models.
    Python
  • -
    security
    F
    license
    -
    quality
    Allows Claude to directly debug a NodeJS server by setting breakpoints, inspecting variables and stepping through code.
    189
    46
    JavaScript
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.
    1
    Python
  • -
    security
    F
    license
    -
    quality
    Exposes Bruno API collections as Model Context Protocol (MCP) tools, allowing AI agents and MCP clients to interact with your API collections.
    TypeScript
    • Linux
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server built with Express.js that provides cryptographic tools including key pair generation, shared secret derivation, and message encryption/decryption.
    160
    JavaScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that provides AI-powered assistance for coding problems by combining insights from Google's Gemini AI, Stack Overflow accepted answers, and Perplexity AI analysis.
    9
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Enables integration with Things3, allowing the creation and management of tasks and projects via the MCP protocol, including synchronization with Agenda projects.
    4
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A server implementation that allows AI models to interact with Jira through the Model Context Protocol, enabling tasks like JQL searches and retrieving issue details.
    Python
  • -
    security
    F
    license
    -
    quality
    Analyzes codebases to generate dependency graphs and architectural insights across multiple programming languages, helping developers understand code structure and validate against architectural rules.
    5
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A local server that enables interaction with Canvas Learning Management System API through Claude Desktop, allowing users to manage courses, access assignments, view announcements, and retrieve course materials.
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that provides API functionality for creating, managing, and exporting Excalidraw drawings in various formats like SVG, PNG, and JSON.
    3
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A server that enables interaction with the Solana blockchain using your own private key, allowing you to check wallet balance, get addresses, and transfer SOL.
    53
    3
    JavaScript
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model Context Protocol, allowing users to convert text to speech with selectable voices within the Cursor editor.
    1
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that integrates with Claude AI to analyze API documentation and provide intelligent query generation and documentation assistance based on natural language requests.
    3
    1
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that provides isolated Docker environments, allowing users to create containers with any Docker image, execute code in multiple programming languages, install packages, and set up customizable development environments.
    3
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    This is an MCP server that facilitates building tools for interacting with various APIs and workflows, supporting Python-based development with potential for customizable prompts and user configurations.
    Python
  • -
    security
    F
    license
    -
    quality
    A microservice control plane server that integrates with Windsurf IDE by fetching API information from Eolink OpenAPI and exposing it as MCP resources, enabling seamless API integration and management in the development environment.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI agents to interact with web browsers through natural language, providing automated browser control including navigation, form filling, and screenshot capabilities.
    22
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that provides a comprehensive interface for interacting with the ConnectWise Manage API, simplifying API discovery, execution, and management for both developers and AI assistants.
    1
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A specialized Model Context Protocol server that enables AI systems to generate detailed, well-structured product requirement documents through a standardized interface.
    TypeScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    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.
    2
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A server that enables AI assistants to execute terminal commands and retrieve outputs via the Model Context Protocol (MCP).
    1
    Python
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables querying feature suggestions from a Supabase database, allowing AI tools like Cursor and Claude to access and display feature request data.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables interaction with KiCad electronic design projects, allowing users to list projects, analyze PCB designs, run design rule checks, and visualize PCB layouts through natural language.
    6
    Python
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to interact with n8n workflows through natural language, supporting actions like listing, creating, updating, executing and monitoring workflows.
    142
    30
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A plugin that allows Dify to connect to multiple MCP (Model Control Protocol) servers using HTTP with Server-Sent Events transport, supporting custom configurations for URLs, headers, and timeouts.
    19
    Python
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables language models to access code intelligence features like completions, definitions, and references across multiple programming languages through the Language Server Protocol.
    Python
  • -
    security
    F
    license
    -
    quality
    A TypeScript application that allows Claude to safely execute bash commands with security safeguards including whitelisted commands, directories, and comprehensive logging.
    TypeScript
    • Linux
  • -
    security
    F
    license
    -
    quality
    A modular command processor server that enables interaction with GitHub's REST API to fetch user details, repository information, and authenticated user data through natural language commands in Claude.
    Python
  • -
    security
    F
    license
    -
    quality
    Extracts components from Figma designs and transforms them into standardized JSON format for easy consumption by AI models and tools for interface reconstruction.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server implementation that provides a standardized interface for interacting with Spiral's language models, offering tools to generate text from prompts, files, or web URLs.
    12
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP server that extracts meaningful content from websites and converts HTML to high-quality Markdown, using Mozilla's Readability engine.
    11,993
    2
    JavaScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables AI agents to interact with Modal, allowing them to deploy apps and run functions in a serverless cloud environment.
    Python
  • -
    security
    F
    license
    -
    quality
    A bridge between AI assistants like GitHub Copilot and Supabase databases, allowing AI to understand schema, assist with query writing, and provide context-aware suggestions related to your data model.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server for reading and analyzing binary files, with initial support for Unreal Engine asset files (.uasset).
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Allows Claude and other AI assistants to interact with Docker through the MCP protocol, enabling container and image management including listing, running, stopping, and pulling Docker resources.
    2
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    Provides a simple sleep/wait tool that adds delays between operations, useful for waiting between API calls or testing eventually consistent systems.
    6
    5
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A server implementation that enables remote Python code execution in Unreal Engine environments, featuring automatic Unreal node discovery and management through a multicast network.
    2
    Python
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables AI assistants to build and test Xcode projects directly, providing real-time logs and results through a standardized interface.
    23
    TypeScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables integration between SAP HANA Cloud Database and Cursor IDE through the Model Context Protocol, providing standardized interfaces for managing ML models and execution contexts.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
    Python
  • -
    security
    F
    license
    -
    quality
    An MCP server that provides detailed information about your development environment to the Cursor code editor, enabling more context-aware assistance.
    1
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server enabling AI assistants to interact with GitHub's API to create and update repositories with natural language commands, supporting custom names, descriptions, topics, and website URLs.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables Claude and other compatible LLMs to interact with the GitHub API, supporting features like creating issues, retrieving repository information, listing issues, and searching repositories.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides onchain tools for Claude AI, allowing it to interact with the Polygon PoS blockchain to call contract functions, manage ERC20 tokens, and check gas prices.
    68
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Exposes Ant Design component documentation to Large Language Models, allowing LLMs to explore and understand Ant Design components through specialized tools for listing components, viewing documentation, inspecting props, and browsing code examples.
    JavaScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) server that enables interaction with JIRA APIs through Claude Desktop, allowing users to search, create, update, and manage JIRA issues using natural language commands.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides mathematical calculations and operations using NumPy, enabling users to perform numerical computations like matrix operations, statistical analysis, and polynomial fitting directly through Claude.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Exposes Dify applications (both Chatflow and Workflow) as MCP (Model Context Protocol) servers, allowing Claude and other MCP clients to directly interact with Dify apps through a standardized protocol.
    7
    Python
  • -
    security
    F
    license
    -
    quality
    Converts Figma designs to React Native components, allowing users to extract components from Figma designs and generate corresponding React Native components with proper typing and styling.
    95
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Enables programmatic creation of Whimsical diagrams from Mermaid markup generated by AI models like Claude through the Model Context Protocol.
    6
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Provides code completion, bug fixing, and test generation for multiple programming languages, integrating with the Mistral Codestral API to enhance code development processes.
    1
    TypeScript
  • -
    security
    F
    license
    -
    quality
    BLAH - Barely Local Agent Host A new public registry that assists in ochestration of MCP servers and their tools
    1
    3
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Python-based MCP server that dynamically fetches plugin definitions from SuperiorAPIs and auto-generates tool functions based on OpenAPI schemas, enabling seamless integration with API services.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP server that allows users to deploy Python scripts to Modal directly from Claude, providing a seamless way to create and share cloud applications through natural language.
    4
    Python
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.
    3
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.
    7
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI models to programmatically create Whimsical diagrams from Mermaid markup.
    6
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that allows AI models to execute system commands on local machines or remote hosts via SSH, supporting persistent sessions and environment variables.
    9
    1
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Integrates with the Ghost Admin API to allow programmatic management of Ghost CMS features, including posts, pages, tags, authors, members, and image uploads, providing efficient content management capabilities.
    8
    1
    TypeScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    Provides audio feedback by playing sound effects when Cursor AI completes code generation, creating a more interactive coding experience.
    15
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Python-based system that provides AI-powered code reviews through simulated expert personas like Martin Fowler and Robert C. Martin, using the Model Context Protocol (MCP).
    Python
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    This server integrates DeepSeek and Claude AI models to provide enhanced AI responses, featuring a RESTful API, configurable parameters, and robust error handling.
    13
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to build and test Xcode projects directly through a standardized interface, with capabilities for running tests, monitoring progress, and accessing logs in real-time.
    23
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables AI agents to interact with Atlassian products (Confluence and Jira) for content management, issue tracking, and project management through a standardized interface.
    2
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Provides software development planning tools to help users create implementation plans and manage todo items.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables AI models to interact with Linear issue tracking and project management through the Model Context Protocol, supporting issue creation, search, sprint management, and team coordination.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Implements the Model Context Protocol (MCP) over HTTP to provide remote access to BluestoneApps coding standards and React Native code examples.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.
    Python
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables Claude Desktop to interact with Sanity.io content, providing tools to create, edit, list documents and get schema templates.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.
    9
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A microservice control plane (MCP) server that fetches API information from Feishu OpenAPI and provides it to Windsurf IDE, enabling seamless API integration and management within your development environment.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that allows users to deploy Python scripts to Modal directly from Claude, providing a link to the deployed application that can be shared with others.
    4
    Python
  • -
    security
    F
    license
    -
    quality
    A high-performance string search utility with Model Context Protocol integration that enables AI assistants to perform efficient pattern searching in files and strings.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that provides AI tools with access to Rust documentation from docs.rs, enabling search for crates, documentation, type information, feature flags, version information, and source code.
    3
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A simple aggregator server that allows batching multiple MCP tool calls into a single request, reducing token usage and network overhead for AI agents.
    14
    JavaScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that allows secure execution of macOS terminal commands through Claude or Roo Code with built-in security whitelisting and approval mechanisms.
    1
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables querying Supabase databases and generating TypeScript types through the Model Context Protocol (MCP) interface.
    8
    JavaScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables Claude to manage software development projects with complete context awareness and code execution through Docker environments.
    1
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A custom MCP server that integrates with Redmine, allowing VS Code users to interact with Redmine projects and issues through the Cline extension.
    JavaScript
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables AI models to interact with Linear for issue tracking and project management through capabilities like creating/searching issues, managing sprints, and retrieving workflow states.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Persistent development memory server that automatically captures and organizes development context, code changes, and user interactions across projects.
    1
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An integration server that allows Claude Desktop to communicate with Make (formerly Integromat) automation platform through the Model Context Protocol, enabling scenario management and execution via natural language.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A TypeScript server that analyzes GitHub Pull Requests using the Model-Controller-Presenter pattern.
    4
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
    9
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A generic Model Context Protocol framework for building AI-powered applications that provides standardized ways to create MCP servers and clients for integrating LLMs with support for Ollama and Supabase.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) for interacting with JIRA APIs through Claude Desktop, providing features to search, create, update, and manage JIRA issues, projects, and users.
    Python
  • -
    security
    F
    license
    -
    quality
    The cosense-mcp-server facilitates the integration with Claude Desktop by serving as a middleware command pipeline server, allowing for interaction with projects in cosense.
    11
    3
    TypeScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server utilizing Claude AI for generating intelligent queries and offering documentation assistance based on API documentation analysis.
    3
    1
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A server that wraps the code2flow command-line tool as an MCP service, allowing AI applications to generate and access code call graphs through a standardized protocol.
    Python
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server implementation that enables connection between OpenAI APIs and MCP clients for coding assistance with features like CLI interaction, web API integration, and tool-based architecture.
    9
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables interaction with the Monday.com API for managing boards, workspaces, and items, supporting both individual and bulk operations with comprehensive error handling.
    1
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A server that securely manages Ethereum private keys locally and enables Claude for Desktop to interact with EVM-compatible blockchains through Infura.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A demonstration project that uses Cloudflare Workers MCP to create custom AI tools that can be integrated with Claude, Cursor, and other AI assistants supporting the Model Context Protocol.
    26
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A server implementation that provides a unified interface for OpenAI services, Git repository analysis, and local filesystem operations through REST API endpoints.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    This project aims to build a Claude Code MCP server and implement its associated tools (explain\_code, review\_code, fix\_code, edit\_code, test\_code, simulate\_command, your\_own\_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically
    6
    JavaScript
    • Linux
  • -
    security
    F
    license
    -
    quality
    Provides code generation and completion capabilities using the DeepSeek API, with support for tool chaining and cost optimization.
    3
    JavaScript
  • -
    security
    F
    license
    -
    quality
    An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server for integrating with various LLM clients like Claude Desktop.
    26
    Python
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    Create sandboxed local development environments directly from Github and execute tests, see coverage and more! Supports Python, Node, Bun and many test runners.
    21
    Python
  • -
    security
    F
    license
    -
    quality
    An MCP server that allows developers working with PHP to run tests and static analysis tools directly through their LLM interface without switching contexts.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Node.js server that integrates with pytest to facilitate the ModelContextProtocol (MCP) service tools, enabling test execution recording and environment tracking.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    Enables MCP-capable applications to access, manage, and analyze system core dumps through integration with systemd-coredump functionality.
    5
    1
    JavaScript
    • Linux
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
    1
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    MCP to Connect JIRA by NodeJs
    2
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A todo management server that receives requests via FastMCP and stores them in MongoDB for processing by the Swarmonomicon todo worker.
    3
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A TypeScript-based MCP server that enables LLM agents to interact with Gel databases through natural language, providing tools to learn database schemas, validate and execute EdgeQL queries.
    5
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Enables AI assistants to manage Xano databases through the Model Context Protocol, allowing users to create, modify, and delete tables, edit schemas, and extract API documentation.
    6
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A custom server implementation that allows AI assistants to interact with GitLab repositories, providing capabilities for searching, fetching files, creating/updating content, and managing issues and merge requests.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    Enables interaction with a TrueRAG system through a GraphQL API using the Model Context Protocol (MCP), facilitating access to policies with a Python SDK and GQL library integration.
    2
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) server implementation for interacting with Phabricator API. This server allows LLMs to interact with Phabricator through a standardized interface.
    5
    Python
  • -
    security
    F
    license
    -
    quality
    A Node.js implementation of the Model Context Protocol server using SQLite, providing a npx-based alternative for environments lacking Python's UVX runner.
    114
    2
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables Claude to interact with the Ethereum Name Service (ENS) system to resolve names, check availability, retrieve records, and perform other ENS-related operations through natural language.
    7
    5
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Playwright MCP server enables AI-driven Playwright test generation by allowing interaction with web pages and element inspection. Integrated with IDEs like Cursor, it provides real-time context to enhance test accuracy and efficiency.
    413
    3
    TypeScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    A server that implements a checklist management system with features like task creation, progress tracking, data persistence, and item comments.
    5
    3
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables interaction with Shortcut (formerly Clubhouse) project management tool, allowing users to view and search projects, stories, epics, and objectives, as well as create new items through natural language.
    3
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    This server acts as a Message Communication Protocol (MCP) service for integrating Apifox and Cursor, enabling OpenAPI interface implementation through AI-driven interaction.
    7
    TypeScript
  • -
    security
    F
    license
    -
    quality
    MCP server that enables Claude Desktop users to bypass Professional Plan limitations by integrating directly with the Claude API, providing access to advanced features like custom system prompts, longer context windows, and conversation management.
    4
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A code review tool for Cursor IDE that uses OpenAI's GPT models to provide intelligent code analysis and suggestions.
    2
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to interact with Azure DevOps resources including projects, work items, repositories, pull requests, branches, and pipelines through a standardized protocol.
    7
    TypeScript
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables users to generate parametric 3D models from text descriptions or images using AI image generation and multi-view reconstruction techniques.
    Python
  • -
    security
    F
    license
    -
    quality
    Provides AI-powered assistance for coding problems using Google's Gemini AI, combined with Perplexity insights and Stack Overflow references, facilitating contextual analysis and automatic response archiving for improved troubleshooting.
    9
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A TypeScript-based MCP server that enables users to manage text notes with features like note creation and summary generation using a Model Context Protocol.
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables integration and control of DeepSeek and Claude AI models through RESTful APIs, supporting seamless AI model operations with configurable parameters and robust error handling.
    13
    3
  • -
    security
    F
    license
    -
    quality
    A server that enables natural language interaction with AutoCAD through large language models like Claude, allowing users to create and modify drawings using conversational commands.
    15
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that retrieves and analyzes Sentry.io issues, allowing users to inspect error reports, stacktraces, and debugging information from their Sentry account.
    5
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A protocol server that enables LLMs like Claude to interact with MongoDB databases, providing tools for schema exploration, aggregation queries, and data analysis through natural language in Cursor.
    11
    2
    TypeScript
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Message Control Protocol server that runs PHP tests and static analysis tools automatically for developers, providing results directly to AI assistants in Cursor editor.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A server that enables Large Language Models to discover and interact with REST APIs defined by OpenAPI specifications through the Model Context Protocol.
    74
    32
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP server that connects to the Resource Hub, allowing centralized configuration and management of tools and resources across different MCP environments.
    2
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server built with mcp-framework that allows users to create and manage custom tools for processing data, integrating with the Claude Desktop via CLI.
    48
    4
    TypeScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    A server implementation that allows AI assistants to invoke Dify workflows through Model Context Protocol (MCP) tools, enabling integration with AI applications that support MCP.
    118
    Python
  • -
    security
    F
    license
    -
    quality
    An MCP server that connects to the Teamwork API, providing a simplified interface for interacting with Teamwork projects and tasks.
    3
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A TypeScript-based MCP server that enables users to manage text notes and generate summaries, showcasing key MCP concepts like resource representation and LLM integration.
    1,667
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that integrates with AWS CodePipeline, allowing users to manage pipelines through Windsurf and Cascade using natural language commands.
    4
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Allows interaction with MATLAB by creating and executing scripts and functions through Claude or other MCP clients, supporting script management and execution result retrieval with environment configuration capabilities.
    8
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    MCP server that automatically captures and organizes development context, code changes, and user interactions to provide persistent memory across projects.
    1
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that provides tools and resources for managing a coding project's todo list, allowing users to view, add, update, and delete todo items with details like priority, status, and tags.
    1
    Python
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that integrates with Cursor IDE, providing real-time communication, modern web dashboards, and extensible tools via SSE and WebSocket connections.
    2,657
    1
    Python
  • -
    security
    F
    license
    -
    quality
    Enables interaction with running Clojure nREPL instances through MCP clients like Claude Desktop or CLine, allowing evaluation of Clojure code, namespace inspection, and other utilities via natural language.
    9
    13
    JavaScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that allows management of Jira Insights (JSM) asset schemas, enabling CRUD operations for object schemas, object types, and objects through the Model Context Protocol.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that integrates with Amazon Braket, allowing AI assistants to access, control, and interpret results from quantum computing resources.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A secure server that allows LLM applications like Claude to execute whitelisted system commands with user confirmation and comprehensive security features.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that allows Claude to make API requests on your behalf, providing tools for testing various APIs including HTTP requests and OpenAI integrations without sharing your API keys in the chat.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A comprehensive suite of Model Context Protocol servers designed to extend AI agent Claude's capabilities with integrations for knowledge management, reasoning, advanced search, news access, and workspace tools.
    5
    TypeScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    A production-ready MCP server built with FastAPI, providing an enhanced tool registry for creating, managing, and documenting AI tools for Large Language Models (LLMs).
    13
    Python
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables seamless integration between Cursor IDE and JIRA, allowing users to retrieve issues, execute JQL searches, and log work through natural language interactions.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Connects Claude AI to QGIS through the Model Context Protocol, allowing Claude to directly interact with and control QGIS for tasks like project creation, layer manipulation, and code execution.
    286
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...
    43
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enhances Claude in Cursor AI with advanced reasoning capabilities including Monte Carlo Tree Search, Beam Search, R1 Transformer, and Hybrid Reasoning methods.
    1
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Enables the conversion of Dify applications into Model Context Protocol tools, supporting streaming responses and configured via YAML.
    4
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that allows management and execution of Blender Python scripts, enabling users to create, edit and run scripts in a headless Blender environment through natural language interfaces.
    4
    Python
  • -
    security
    F
    license
    -
    quality
    Implements the Model Context Protocol (MCP) to provide AI models with a standardized interface for connecting to external data sources and tools like file systems, databases, or APIs.
    16
    Python
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A server that enables accessing and managing ApiFox API information through the Model Context Protocol, supporting both HTTP services and CLI commands.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A powerful Word document processing service based on FastMCP, enabling AI assistants to create, edit, and manage docx files with full formatting support. Preserves original styles when editing content.
    12
    Python
  • -
    security
    F
    license
    -
    quality
    Enables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing documentation efficiently.
    62
    13
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that analyzes and evaluates documentation quality, particularly README files, providing scores and suggestions for improvement.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Enables AI assistants to interact with Figma files through ModelContextProtocol, allowing for viewing, commenting, and analyzing Figma designs.
    896
    98
    TypeScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP server that connects to a Swagger specification and helps an AI to build all the required models to generate a MCP server for that service.
    5
    TypeScript
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to interact with Coolify instances through natural language, allowing management of servers, applications, databases, and deployments.
    85
    2
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Facilitates real-time tool discovery and documentation retrieval for command-line tools within a VSCode extension, using Express and SSE for secure and dynamic content streaming.
    4
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A personal MCP server for securely storing and accessing API keys across projects using the macOS Keychain, letting AI assistants and applications retrieve credentials through natural language.
    2
    TypeScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    Node.js server implementing Model Context Protocol for filesystem operations, allowing Claude to read, write, and manipulate files and directories in specified locations.
    29,815
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A backend service for executing transactions on Binance Smart Chain, enabling secure transfers of BNB and BEP-20 tokens, smart contract interactions, and token creation through structured MCP integration.
    53
    TypeScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    An MCP server that allows AI assistants like Claude to execute terminal commands on the user's computer and return the output, functioning like a terminal through AI.
    4
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    Facilitates enhanced interaction with large language models (LLMs) by providing intelligent context management, tool integration, and multi-provider AI model coordination for efficient AI-driven workflows.
    Python
  • -
    security
    F
    license
    -
    quality
    A server implementing the Model Context Protocol (MCP) for Cursor that allows using a PostgreSQL database as storage for model contexts, enabling secure database exploration and querying.
    JavaScript
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A server that exposes Dify workflows as tools to AI clients like Claude Desktop and Cursor through the Model Context Protocol (MCP).
    7
    Python
  • -
    security
    F
    license
    -
    quality
    Enables management of development projects with GitHub integration, facilitating project tracking, repository linking, and metadata maintenance within the Model Context Protocol.
    3
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A standalone server enabling Snyk security scanning through the Model Context Protocol, with support for repository and project analysis, token verification, and CLI integration.
    1
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to explore and interact with Cursor IDE's SQLite databases, providing access to project data, chat history, and composer information.
    10
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to access Flow blockchain data and perform operations such as checking balances, resolving domains, executing scripts, and submitting transactions.
    JavaScript
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that integrates with Figma's API, allowing interaction with Figma files, comments, components, projects, and webhook management.
    896
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A TypeScript implementation of a Model Context Protocol (MCP) server that exposes Dify workflows as tools for AI systems to interact with.
    6
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol service that wraps Django's migration commands as MCP endpoints, making it easy to manage migrations across multiple services and integrate with CI/CD pipelines.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Facilitates project management with the Linear API via the Model Context Protocol, allowing users to manage initiatives, projects, issues, and their relationships through features like creation, viewing, updating, and prioritization.
    296
    4
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Provides access to PyTorch CI/CD analytics data including workflows, jobs, test runs, and log analysis through an MCP interface.
    Python
  • -
    security
    F
    license
    -
    quality
    A MCP server that exposes GraphQL schema information to LLMs like Claude. This server allows an LLM to explore and understand large GraphQL schemas through a set of specialized tools, without needing to load the whole schema into the context
    14
    1
    JavaScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A MCP server that exposes OpenAPI schema information to LLMs like Claude. This server allows an LLM to explore and understand large OpenAPI schemas through a set of specialized tools, without needing to load the whole schema into the context
    37
    5
    JavaScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    Provides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history.
    44
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A metacognitive advisor for Claude that provides strategic guidance, plan distillation, and mistake tracking to enhance Claude's reasoning capabilities.
    1
    TypeScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A TypeScript-based server that enables interaction with Jira through natural language, providing tools for querying, creating, editing and deleting tickets as well as working with projects and statuses.
    8
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    A utility toolkit that enhances Claude's code interaction capabilities by providing seamless tools for Java code analysis, manipulation, and testing workflows.
    2
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Enables AI models to interact with Jira using a standardized protocol, offering full Jira REST API integration with features like optimal performance through connection pooling, error handling, and request monitoring.
    2
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Connects a RAG application to open-webui using Model Context Protocol (MCP), enabling server-to-client communication for context retrieval and tool usage in remote environments through Server-Sent Events (SSE).
    1
    Python
  • Karanxa
    Verified
    -
    security
    F
    license
    -
    quality
    Damn Vulnerable MCP Server for Security Researchers.
    Python
  • -
    security
    F
    license
    -
    quality
    Enables interaction with GitHub issues via the Model Context Protocol, allowing users to list and create issues with secure authentication.
    Python
  • -
    security
    F
    license
    -
    quality
    Enables AI agent and task management using the CrewAI framework, allowing users to create and run agents and tasks in an automated workflow environment.
    0
    3
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A server based on Model Context Protocol that parses Swagger/OpenAPI documents and generates TypeScript types and API client code for different frameworks (Axios, Fetch, React Query).
    143
    1
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that enhances the Cline coding agent by providing intelligent code suggestions and reducing hallucinations through project documentation integration and technology detection.
    9
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A TypeScript server that provides Claude AI with seamless access to any GraphQL API through the Model Context Protocol.
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP server that provides AI agent and task management using the CrewAI framework, allowing users to create, manage, and execute workflows with custom AI agents.
    0
    3
    JavaScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    Integrates Backlog project management with Claude via Model Context Protocol, enabling access to projects, issues, and wiki pages through natural language interactions.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    An MCP server that provides code call graph analysis capabilities to LLMs, enabling AI assistants to understand function relationships, dependencies, and impact of code changes.
    5
    Python
  • -
    security
    F
    license
    -
    quality
    Enables programmatic control over Roo's custom operational modes with full CRUD operations and schema validation, allowing for seamless mode configuration and management.
    6
    2
    JavaScript
  • -
    security
    F
    license
    -
    quality
    Enables neural memory sequence learning with a memory-augmented model for improved code understanding and generation, featuring state management, novelty detection, and model persistence.
    0
    47
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Provides browser automation capabilities through an API endpoint that interprets natural language commands to perform web tasks using OpenAI's GPT models.
    Python
  • -
    security
    F
    license
    -
    quality
    Integrates Cursor AI with Vite Dev server, allowing AI agents to modify code and observe live updates through the Hot Module Replacement system in real-time.
    103
    3
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables Claude AI to interact with the Solana blockchain through a standardized interface, providing tools for transactions, account queries, and wallet management.
    53
    18
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables SQL query execution, database management, and business intelligence capabilities through MySQL connections.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    Provides integration with Github through the Model Context Protocol (MCP), allowing Large Language Models to interact with Github's repositories, issues, pull requests and search functionality.
    1
    TypeScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants like Claude to interact with GitHub repositories, issues, and pull requests.
    131
    Python
  • -
    security
    F
    license
    -
    quality
    Enables interaction with Jupyter notebooks through the Model Context Protocol, supporting code execution and markdown insertion within JupyterLab environments.
    22
    Python
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.
    1
    JavaScript
  • -
    security
    F
    license
    -
    quality
    Server for using Dify. It achieves the invocation of the Dify workflow by calling the tools of MCP.
    118
    Python
  • -
    security
    F
    license
    -
    quality
    A Management Control Plane server that allows users to explore and analyze Swagger/OpenAPI specifications, providing features such as endpoint exploration, schema analysis, and customizable response formatting, with support for authentication and integration with tools like Claude.
    4
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A microservice control plane server that fetches API information from Feishu OpenAPI and provides it to Windsurf IDE, enabling seamless API integration and management within your development environment.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    Provides an MCP interface for accessing Linear project management resources, allowing users to create and search issues, access organizational data, and manage Linear resources directly from Cursor.
    296
    1
    JavaScript
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Provides integration with MATLAB, allowing users to create and execute MATLAB scripts and functions through Claude or other MCP clients.
    8
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to access Binance Smart Chain data, perform blockchain queries, and create Four.meme tokens.
    TypeScript
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Provides GDB debugging functionality for use with Claude or other AI assistants, allowing users to manage debugging sessions, set breakpoints, examine variables, and execute GDB commands through natural language.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A demonstration server that allows large language models to perform penetration testing tasks autonomously by interfacing with the Mythic C2 framework.
    11
    Python
    • Apple
  • -
    security
    F
    license
    -
    quality
    A server implementing the Model Context Protocol that enables AI assistants like Claude to interact with Google's Gemini API for text generation, text analysis, and chat conversations.
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables interaction with iOS simulators by providing tools to inspect UI elements, control UI interactions, and manage simulators through natural language commands.
    136
    55
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    Provides code generation and completion capabilities using the DeepSeek API, with support for tool chaining and cost optimization.
    3
    JavaScript
  • -
    security
    F
    license
    -
    quality
    A bridge that enables seamless integration of Ollama's local LLM capabilities into MCP-powered applications, allowing you to run AI models locally with full control and privacy.
    28
    JavaScript
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables natural language interaction with Jira for project management tasks, including issue creation, management, and workflow automation.
    30
    JavaScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A robust SSH server facilitating secure remote command execution with TMUX session management, multi-window support, and smart session recovery for improved AI-human interaction.
    4
    Python
  • -
    security
    F
    license
    -
    quality
    A tool that generates various UML diagrams through natural language descriptions or PlantUML code, functioning as an MCP server that can integrate with clients like Claude.
    1
    Python
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
    4
    Python
    • Apple
    • Linux