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    Read-only MCP server that exposes ZAP's RAG search modes (plain, hybrid, hybrid_rerank) for agents to perform semantic code retrieval.
    Apache 2.0
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    Enables searching and retrieving product information from Coupang (Korean e-commerce) via affiliate API, including product search, details, category bestsellers, and affiliate link generation.
    3
    MIT
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    Enables one-click download of L4D2 workshop campaigns via MCP, including search, campaign detection, dependency resolution, and dead map blocking. Integrates with bots like AstrBot so users can request maps in natural language.
    11
    MIT
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    Enables AI assistants to query the MusicBrainz music database for artists, albums, recordings, and labels. It provides tools for advanced searches, detailed metadata retrieval, and accessing cover art information.
    17
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    GPL 3.0
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    Provides location-based place recommendations in South Korea using the Kakao Map API, optimized for Korean language queries. Supports recommending various places like restaurants, shops, public facilities, and tourist attractions based on user queries.
    1
    16
    MIT
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    Enables AI assistants to query a local SAP PAM CSV export for product support dates, expiring maintenance, upgrade options, landscape risk checks, and changes between exports.
    7
    MIT
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    Provides semantic search and intelligent access to SAP AI Core documentation for AI assistants like Claude. It enables users to search across categories, retrieve full document content, and access topic-specific information from the SAP artificial intelligence repository.
    4
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    Compresses context for AI agents by storing memories in compact markdown files with FTS5 search, enabling fast retrieval of relevant information while saving tokens.
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    MIT
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    Enables conversational AI to access, analyze, and interact with Associated Press news content through natural language, with 26 tools for search, trends, and content monitoring.
    26
    17 npm
    2
    MIT
  • F
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    MCP server for Yandex Direct, Metrika, Search API, Wordstat and Webmaster. Connect an AI assistant to advertising, website analytics, search results and search-demand data.
    48
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    Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data including querying, creating, updating, and deleting entities through SAP BTP integration.
    19
    22 npm
    6
    MIT
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    This read-only MCP Server allows you to connect to SAP HANA data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).
    6
    MIT
  • F
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    A Model Context Protocol server that enables Large Language Models to access and interact with database connections, including viewing schemas and performing CRUD operations on connected databases.
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