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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • meilisearch-mcp

    198

    This repository provides a Python-based Model Context Protocol (MCP) server for interacting with Meilisearch, offering features like index management, dynamic connection configuration, and smart search capabilities. This repository provides a

    Python
  • quarkus-mcp-servers

    197

    This repository offers Model Context Protocol (MCP) servers built with Quarkus/Java, enabling the extension of MCP-enabled LLM applications with functionalities like database interaction, file system access, and container management.

    Java
  • MCP-server-client-computer-use-ai-sdk

    197

    This repository offers an open-source Computer Use AI SDK for macOS, enabling AI agents to control computers without pixel-based vision. It provides tools for launching apps, reading content, clicking, entering

    Rust
  • easy-mcp

    197

    EasyMCP simplifies creating Model Context Protocol (MCP) servers in TypeScript by abstracting boilerplate code. It offers an intuitive API and experimental decorators for defining resources, prompts, and tools with type safety.

    TypeScript
  • mcp-server-starrocks

    196

    The StarRocks MCP Server bridges AI assistants and StarRocks databases, enabling direct SQL execution and database exploration without complex setup. It offers tools for querying and resources for database introspection.

    Python
  • mcp-server-siri-shortcuts

    196

    This repository provides an MCP server that exposes macOS Siri Shortcuts to Large Language Models like Claude, enabling them to list, open, and run shortcuts with optional inputs, effectively extending LLM capabilities.

    TypeScript
  • code-assistant

    190

    Code Assistant is a Rust-built CLI tool that helps with code-related tasks, featuring autonomous exploration, file manipulation, working memory management, and MCP server mode for integration with tools like Claude Desktop.

    Rust
  • mcp-solver

    187

    The MCP Solver repository provides a Model Context Protocol server that allows Large Language Models to interact with SAT, SMT, and constraint solving tools like MiniZinc, PySAT, and Z3.

    Python
  • anki-mcp-server

    185

    This repository provides an MCP server implementation that connects to a local Anki instance, enabling card review and creation functionalities through the Anki-Connect add-on, enhancing the Anki desktop app.

    JavaScript
  • rust-mcp-filesystem

    185

    Blazing-fast, asynchronous MCP server for seamless filesystem operations.

    Rust
  • mcp-scholarly

    185

    This repository hosts mcp-scholarly, an MCP server designed to search for accurate academic articles, initially focusing on arXiv and planning to incorporate more scholarly vendors in the future.

    Python
  • litemcp

    185

    LiteMCP is a TypeScript framework for building Model Context Protocol (MCP) servers, offering features like simple tool and resource definition, built-in logging, error handling, and a CLI for debugging.

    TypeScript
  • mcp-access-point

    185

    Turn a web server into an MCP server in one click without making any code changes.

    Rust
  • mcp-snowflake-server

    184

    This repository provides a Model Context Protocol (MCP) server for interacting with Snowflake databases, offering tools for querying, schema exploration, and appending data insights to a dynamic memo resource.

    Python
  • mcp-server-apache-airflow

    182

    This repository provides a Model Context Protocol (MCP) server implementation for Apache Airflow, enabling standardized interaction with Airflow through the MCP. It wraps Airflow's REST API, allowing MCP clients to

    Python
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