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    Low-token MCP server for HPE Networking automation, enabling search of Aruba/HPE docs, OpenAPI details, Central health checks, troubleshooting workflows, configuration management, and guarded ArubaOS 8 migrations and GreenLake Platform operations across platforms like Aruba Central, ClearPass, Mist, and Apstra.
    3
    1
    MIT
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    quality
    B
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    MCP server for token-efficient access to Open Finance Brasil rules, enabling coding agents to search and retrieve specific regulations, OpenAPI specs, and business rules through progressive disclosure.
    4
    16 npm
    MIT
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    F
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    Provides AI-enabled access to Amazon Business API documentation, sample code, and troubleshooting resources. Enables developers to search and retrieve API documentation, generate integration code, and get guided solutions for common errors during the API integration process.
    2
    20 npm
    1
    Apache 2.0
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    Enables agents to retrieve indexed Amazon Ads, Seller Central, and Vendor Central knowledge by browsing tags, searching tools, inspecting schemas, and executing chained calls.
    4
    MIT
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    Enables AI coding agents to look up live JDK javadoc, Spring Boot reference sections, and Maven Central artifact metadata as clean markdown. It provides ranked search, caching, robots-aware throttling, and errors returned as suggestions instead of raising into the MCP layer.
    11
    MIT
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    Enables AI agents to search and retrieve fresh, cited SEO knowledge from primary sources like Google Search Central documentation and the Google Search Status Dashboard, and to correlate ranking algorithm updates with traffic changes. Supports full-text doc search, full-page retrieval, algorithm-update lookups by date range, and corpus freshness status.
    4
    MIT
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    Enables direct access to raw Markdown content from files or directories without processing. Perfect for providing AI models with business rules, documentation, or knowledge bases exactly as written.
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    Enables AI agents to retrieve the full text of research articles as downloadable files from DOIs, arXiv, PubMed Central, or OpenReview identifiers, falling back automatically across publisher APIs, open-access aggregators, and polite scraping. It supports single and concurrent batch requests, verifies the returned file matches the requested paper, can include supplementary files, and reports which source produced each result.
    143 PyPI
    26
    BSD 3-Clause
  • A
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    Enables AI agents to search and traverse a cross-referenced knowledge base covering Microsoft Dynamics 365 Business Central official docs, source code, guidelines, videos, and community blogs.
    1
    MIT
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    Serves the prerendered technical guide and business wiki pages over the Model Context Protocol, letting assistants look up documentation content and the stable identifier URLs meant to be cited from code, issues and the chatbot. A companion Graph MCP server exposes the built code graph instead.
    MIT
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    Enables interaction with the NEI platform to query project resources such as interfaces and business groups. It provides tools for searching by URI or name and supports manual synchronization to ensure local data is up to date.
    10 npm
    ISC
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    Converts PlantUML snippets into shareable diagrams with support for capability landscapes, business scenarios, and ArchiMate diagrams. Supports HTTP, SSE, and STDIO transports for integration with Claude Desktop, Flowise, and other MCP-compatible runtimes.
    744 npm
    MIT
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    Provides AI assistants with access to comprehensive Safaricom Daraja API documentation for all 22 M-Pesa APIs through searchable tools, enabling developers to query payment processing, transaction management, and business operations documentation.
    17
    MIT
  • F
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    Standalone read-only MCP server for browsing Oracle HDL business object metadata. Provides tools to search and retrieve catalog entries, components, and attributes from a local repository.
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