Open-Source MCP servers

Matching MCP servers:

• Code Analysis MCP Server

  saiprashanths

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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

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• Contextual MCP Serverofficial

  ContextualAI

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  A Model Context Protocol server that provides Retrieval-Augmented Generation capabilities using Contextual AI, enabling AI interfaces like Cursor IDE and Claude Desktop to query domain-specific knowledge with context-aware responses and source citations.

  Last updated 4 months ago

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• Codebase MCP Server

  Ravenight13

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  Enables AI assistants to semantically search and understand code repositories using PostgreSQL with pgvector embeddings. Provides repository indexing, natural language code search, and development task management with git integration.

  Last updated a month ago

• Vibe Preprocessing and Analysis MCP Server

  mudit14224

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  Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

  Last updated 7 months ago

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• Financial Analysis MCP Server

  NARAVINDR321

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  Enables LLMs to retrieve, analyze, and visualize stock prices and financial report data for quantitative trading research and investment analysis. Provides real-time and historical stock data, financial statement analysis, key metric calculations, and trading signal visualization.

  Last updated 4 months ago

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• AutoDev Codebase MCP Server

  anrgct

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  HTTP-based server that provides semantic code search capabilities to IDEs through the Model Context Protocol, allowing efficient codebase exploration without repeated indexing.

  Last updated 9 days ago

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