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

17,941 servers. Last updated 2026-02-28 17:45

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    A high-performance MCP server for semantic search and codebase indexing using the Qdrant vector database. It features optimized embedding pipelines, AST-aware chunking, and git metadata enrichment for fast, privacy-focused local or remote search.
    Last updated 12 days ago
    115
    10
    MIT
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    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated a year ago
    17
    MIT
    • Apple

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