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  • A
    license
    A
    quality
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    maintenance
    An MCP server for indexing and searching local text files using late-interaction retrieval (ColBERT-style MaxSim), enabling token-level relevance matching.
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides AI-visibility scoring and site auditing capabilities for websites, enabling agents to check how sites appear in AI engines like ChatGPT and Perplexity, run full SEO/security audits, and monitor changes over time.
    15
    350 npm
    1
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Remote MCP server of Aureum Technology GmbH (IT service provider, Rodewisch/Vogtland, Germany): company and contact data, service catalogue, current prices and full-text search across aureum-tech.com for AI assistants. Streamable HTTP at https://aureum-tech.com/mcp, read-only, no authentication.
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  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables enterprise knowledge search through a chat interface, comparing traditional RAG with MCP-driven retrieval using hybrid BM25 and dense vector search, Ollama-powered answer generation, and question routing to domain-specific retrieval tools.
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  • A
    license
    C
    quality
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    maintenance
    Provides access to a malicious URL database API, enabling users to search, list, and retrieve information about potentially dangerous URLs for security analysis and threat detection.
    3
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A production-grade AI chatbot that enables real-time information retrieval and retrieval-augmented generation for website content. It integrates MCP tools to fetch live data while providing a responsive chat interface with strict guardrails against misinformation.
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  • F
    license
    Not graded
    quality
    C
    maintenance
    Exposes a local RAG document index as MCP tools (ask, search, rebuild_index, status) for MCP clients like Claude Desktop and Claude Code to query your documents over stdio.
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  • A
    license
    A
    quality
    C
    maintenance
    Enables keyword-based lookup of NameBeta domain suffixes, then probes each registered domain to verify whether a live website is deployed, distinguishing live sites from parked or unreachable pages.
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Extracts YouTube video metadata, titles, and descriptions along with transcripts generated from subtitles or OpenAI Whisper speech-to-text. This server enables users to retrieve and analyze detailed video content directly within MCP-compatible environments.
    1
    11 npm
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs) directly from official sources like peps.python.org. It enables users to query active PEP titles and fetch document content or focused excerpts through natural language.
    3
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables searching a checked-in index of official Tauri 2 documentation through a read-only, stdio-based MCP tool, returning bounded results with titles, canonical URLs, sections, context, and version information.
    3
    32 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song details, lyrics, and playback URLs.
    10
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to read Hacker News through the official Hacker News API, retrieving top, new, best, ask, show, or job stories with titles, links, scores, authors, and comment counts for a given limit, using natural language.
    1
    MIT