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"A tool to evaluate the suitability of semantic search queries" matching MCP servers:

  • cost-of-work-index

    kindrat86
    F
    license
    A
    quality
    B
    maintenance
    Per-unit cost of 13 back-office tasks done by a person vs by software, in the US, Greece and Ukraine, with an official statistic behind every hourly wage. Bundled data, works offline.
    5

  • bank-of-canada-mcp

    arose26
    A
    license
    A
    quality
    C
    maintenance
    Provides live access to Canadian economic data via the Bank of Canada's Valet API, including exchange rates, policy interest rates, CPI, bond yields, and commodity prices.
    4
    58
    MIT

  • mcp-the-guardian

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching and retrieving articles, sections, and tags from The Guardian via the Guardian Open Platform API.
    MIT

  • Simple MCP Weather Tool

    pi0tr010
    A
    license
    Not graded
    quality
    C
    maintenance
    Fetches live weather data from Open-Meteo without an API key and returns structured JSON with location disambiguation, enabling weather queries in LM Studio chat.
    MIT

  • reddit-search

    uniteum
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables searching Reddit posts, fetching subreddit content, and retrieving post comments without requiring an API key. It uses public JSON endpoints to provide seamless access to Reddit data for LLM-based applications.
    3
    MIT

  • paper-search

    its-antony
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables searching, downloading, and exporting academic papers from 20+ scholarly sources including arXiv, PubMed, and Semantic Scholar. Supports multi-source concurrent search, citation network tracing, and export to CSV, RIS, and BibTeX.
    MIT

  • state-of-ai-in-design-systems

    kaelig
    F
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.
    1

  • MCP-ndl-search

    kazunori-Ohashi
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables natural language search of Japan's National Diet Library bibliographic database via Claude Desktop, allowing users to find books and academic materials using intuitive Japanese queries.
    6

  • icon-search-mcp

    willlaiwk
    F
    license
    A
    quality
    B
    maintenance
    MCP server that finds open-source, commercially-usable icons and returns direct SVG download links, searching over 300,000 icons with license filtering.
    1

  • law-search-mcp

    memorise8
    F
    license
    A
    quality
    C
    maintenance
    Enables searching and retrieving Korean Supreme Court precedents from the law.go.kr Open API, with support for keyword search and detailed judgment text.
    2

  • literature-search-mcp

    PHoenixs57
    A
    license
    A
    quality
    B
    maintenance
    A standalone MCP server that searches multiple scholarly metadata providers (PubMed, Europe PMC, bioRxiv, Crossref, OpenAlex, Semantic Scholar, arXiv), deduplicates results, and returns ranked literature with optional open-access full-text retrieval from Europe PMC.
    3
    1
    Apache 2.0

  • Paper Search MCP

    Dianel555
    A
    license
    B
    quality
    B
    maintenance
    Enables searching and downloading academic papers from 14 platforms including arXiv, PubMed, Google Scholar, Web of Science, Springer, and Sci-Hub with unified data format and intelligent rate limiting.
    44
    19
    931
    182
    MIT
  • EOSC Data Commons Search by EOSC-Data-Commons

    EOSC Data Commons Searchofficial

    EOSC-Data-Commons
    A
    license
    Not graded
    quality
    A
    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.
    14
    MIT

  • H1B Job Search MCP Server

    aryaminus
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables searching and analyzing H-1B visa sponsoring companies using U.S. Department of Labor data. Supports filtering by job role, location, and salary with natural language queries to find direct employers and export results.
    16
    MIT