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Open-Source MCP servers

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

12,148 servers. Last updated 2025-12-04 19:07

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    The official Redis MCP Server is a natural language interface designed for agentic applications to efficiently manage and search data in Redis.
    Last updated 8 days ago
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    MIT License
    • Apple
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    Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, we provide an installer as well as an MCP Server for Upstash Developer API's.
    Last updated 3 months ago
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    MIT License
    • Linux
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    The Redis Cloud API MCP Server provides an MCP Server for Redis Cloud's API, allowing you to manage your Redis Cloud resources using natural language.
    Last updated 7 months ago
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    MIT License
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    Provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.
    Last updated 9 months ago
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    MIT License
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    A serverless implementation of the Model Context Protocol that provides AWS Cost Explorer tools, enabling users to query, analyze, and forecast AWS costs through natural language interactions.
    Last updated a month ago
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    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.
    Last updated 6 months ago
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    Apache 2.0
    • Linux
    • Apple

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