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The Model Context Protocol (MCP) is an open standard for AI model communication.
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AI servers

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  • financekit-mcp

    6

    Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents

    Python
  • warp-sql-server-mcp

    5

    🗄️ Model Context Protocol (MCP) server for SQL Server integration with Warp terminal. Execute queries, explore schemas, export data, and analyze performance with natural language commands.

    JavaScript
  • YetAnotherUnityMcp

    5

    YetAnotherUnityMcp is a Unity Master Control Protocol implementation enabling AI agents to control Unity through a .NET/C# plugin and a Python MCP client, facilitating real-time interaction. YetAnotherUnityMcp is a Unity

    C#
  • siteaudit-mcp

    5

    Instant SEO, performance, and security audits for any URL — an MCP server for AI agents

    Python
  • mcpserve

    4

    Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker

    Python
  • memphis

    4

    Memphis – Self‑Evolving AI Agent Runtime

    TypeScript
  • rijksmuseum-mcp-client

    3

    This repository contains an Electron-based desktop application that interacts with the Rijksmuseum MCP server, enabling AI-powered exploration of the Rijksmuseum's art collection through a chat interface. This repository contains an

    TypeScript
  • mcpfs

    3

    Mount MCP servers as filesystems to access reads via standard file commands and perform writes through a CLI tool.

    Go
  • verodat-mcp-server

    3

    The Verodat MCP Server repository provides a Model Context Protocol implementation for integrating Verodat's data management with AI systems like Claude Desktop, enabling account, workspace, and dataset operations.

    TypeScript
  • mcp-server

    3

    This repository provides the MCP Server, enabling AI assistants to safely utilize external tools like Python and web access. It enhances data processing and error handling, empowering bots to solve problems effectively.

    Python
  • artguard

    2

    Scan AI artifacts like agent skills and config files for security risks, privacy issues, and instruction-level attacks with a Python CLI tool.

  • tlbrain

    2

    MCP-based memory layer for Claude Cowork integrating TL;DV transcripts (Google Drive) with RAG-ready retrieval.

  • prospector-mcp-email-finder

    2

    Find and verify business emails with an open-source MCP server using DNS, SMTP checks, and web scraping without paid API subscriptions.

    JavaScript
  • spring-ai-mcp-test

    2

    This repository demonstrates Spring AI's integration with the Model Context Protocol (MCP) using Spring Boot, showcasing both server and client implementations for services like geocoding and timezone retrieval, enabling LLM interaction.

    Java
  • Fused-Gaming-Skill-MCP

    2

    An easily managed NPM MCP Server with modular skills for claude.

    TypeScript
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