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Awesome MCP Servers

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

12,388 servers. Last updated 2025-12-11 03:25

Matching MCP tools:

Matching MCP servers:

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    Provides cognitive tools for critical thinking and multi-perspective analysis of current affairs through structured prompts, including claim deconstruction, perspective comparison, and analysis through 9 analytical lenses (historical, economic, geopolitical, etc.).
    Last updated a month ago
    • Apple
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    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.
    Last updated 10 months ago
    4
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    • Apple
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    MCP to analyse local audio file.
    Last updated 4 months ago
    8
    18
    MIT License
    • Apple
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    Transform your codebase into professional architectural decision records with intelligent AI analysis
    Last updated 9 days ago
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    MIT License
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    Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.
    Last updated a year ago
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    MIT License
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    Provides access to real-time and historical Indian stock data via Yahoo Finance API, enabling local LLMs to retrieve stock information through MCP-compatible agents like Claude Desktop and Cursor.
    Last updated 8 months ago
    2

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