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"Examples of online search and data retrieval services" matching MCP servers:

  • EOSC Data Commons Search by EOSC-Data-Commons

    EOSC Data Commons Searchofficial

    EOSC-Data-Commons
    A
    license
    -
    quality
    C
    maintenance
    Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.
    Last updated
    14
    MIT

  • retrieval-lens

    Vbj1808
    A
    license
    A
    quality
    B
    maintenance
    A black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.
    Last updated
    8
    4
    0
    1
    MIT

  • MCP Enhanced Data Retrieval

    kalpalathika
    F
    license
    -
    quality
    D
    maintenance
    Enables AI applications to access and contextualize organizational knowledge sources including GitHub repositories and internal documentation through standardized MCP protocol integration. Features OAuth 2.1 authentication, vector-based semantic search, and optimized context chunking for enterprise development workflows.
    Last updated

  • rag-retrieval-mcp

    MaryamZi
    A
    license
    -
    quality
    C
    maintenance
    Enables retrieval-augmented generation by embedding queries with a chosen provider (e.g., OpenAI) and searching supported vector stores (Pinecone, pgvector) to return relevant content.
    Last updated
    Apache 2.0

  • mcp-services

    san-npm
    A
    license
    -
    quality
    D
    maintenance
    Multi-tool MCP server for AI agents with 29 tools across web scraping, SEO analysis, screenshot and PDF generation, domain intelligence, content extraction, multi-chain EVM blockchain queries, and security toolkit. Free tier available with no auth required.
    Last updated
    9
    1
    MIT

  • agent-services-mcp

    Gareth1953
    F
    license
    A
    quality
    C
    maintenance
    A thin MCP server that wraps provenance-receipts and quality-gate services as tools, enabling AI agents to certify content origin and score quality via Ed25519-signed receipts.
    Last updated
    5

  • of-mcp

    ThiTheGoat
    A
    license
    A
    quality
    C
    maintenance
    Provides MCP tools to search, retrieve, and answer questions from the public Open Finance Brasil Confluence documentation using BM25-based local indexing.
    Last updated
    4
    MIT

  • eve-online-mcp

    kongyo2
    A
    license
    B
    quality
    D
    maintenance
    このMCPサーバーは、EVE Onlineのマーケットデータにアクセスするためのインターフェースを提供します。ESI（EVE Swagger Interface）APIを使用して、リアルタイムの市場データを取得できます。
    Last updated
    10
    7
    MIT
  • quickbooks-online-mcp-server by intuit

    quickbooks-online-mcp-serverofficial

    intuit
    A
    license
    -
    quality
    C
    maintenance
    A comprehensive Model Context Protocol server providing full CRUD operations for 29 QuickBooks Online entities and 11 financial reports.
    Last updated
    276
    Apache 2.0

  • Retrieval-Augmented Thinking

    stat-guy
    A
    license
    -
    quality
    D
    maintenance
    Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.
    Last updated
    23
    MIT

  • mrc-data

    meacheal-ai
    A
    license
    A
    quality
    C
    maintenance
    The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.
    Last updated
    19
    4
    1
    Unlicense - libtelnet variant